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\n \n 2024\n \n \n (14)\n \n \n

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\n \n\n \n \n \n \n \n \n Digital Twins of Business Processes: A research manifesto.\n \n \n \n \n\n\n \n Fornari, F., Compagnucci, I., Callisto De Donato, M., Bertrand, Y., Beyel, H. H., Carrión, E., Franceschetti, M., Groher, W., Grüger, J., Kilic, E., Koschmider, A., Leotta, F., Li, C., Lugaresi, G., Malburg, L., Mangler, J., Mecella, M., Pastor, O., Riss, U., Seiger, R., Serral, E., Torres, V., & Valderas, P.\n\n\n \n\n\n\n Internet of Things,101477. 2024.\n \n\n\n\n
\n\n\n\n \n \n $\"Digital$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{Fornari2024DigitalTwinsOfProcesses,\n author = {Fornari, Fabrizio and Compagnucci, Ivan and {Callisto De Donato}, Massimo and Bertrand, Yannis and Beyel, Harry H. and Carrión, Emilio and Franceschetti, Marco and Groher, Wolfgang and Grüger, Joscha and Kilic, Emre and Koschmider, Agnes and Leotta, Francesco and Li, Chiao-Yun and Lugaresi, Giovani and Malburg, Lukas and Mangler, Juergen and Mecella, Massimo and Pastor, Oscar and Riss, Uwe and Seiger, Ronny and Serral, Estefania and Torres, Victoria and Valderas, Pedro},\n year = {2024},\n title = {{Digital Twins of Business Processes: A research manifesto}},\n pages = {101477},\n issn = {2542-6605},\n journal = {{Internet of Things}},\n keywords = {{Digital Twin, Business process, Internet of Things}},\n abstract = {{Modern organizations necessitate continuous business processes improvement to maintain efficiency, adaptability, and competitiveness. In the last few years, the Internet of Things, via the deployment of sensors and actuators, has heavily been adopted in organizational and industrial settings to monitor and automatize physical processes influencing and enhancing how people and organizations work. Such advancements are now pushed forward by the rise of the Digital Twin paradigm applied to organizational processes. Advanced ways of managing and maintaining business processes come within reach as there is a Digital Twin of a business process - a virtual replica with real-time capabilities of a real process occurring in an organization. Combining business process models with real-time data and simulation capabilities promises to provide a new way to guide day-to-day organization activities. However, integrating Digital Twins and business processes is a non-trivial task, presenting numerous challenges and ambiguities. This manifesto paper aims to contribute to the current state of the art by clarifying the relationship between business processes and Digital Twins, identifying ongoing research and open challenges, thereby shedding light on and driving future exploration of this innovative interplay.}},\n doi = {10.1016/j.iot.2024.101477},\n url = {https://www.wi2.uni-trier.de/shared/publications/2024_IoT_DigitalTwinsOfBP_FornariEtAl.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Towards Flexible Control of Production Processes: A Requirements Analysis for Adaptive Workflow Management and Evaluation of Suitable Process Modeling Languages.\n \n \n \n \n\n\n \n Schultheis, A., Jilg, D., Malburg, L., Bergweiler, S., & Bergmann, R.\n\n\n \n\n\n\n Processes, 12(12). 2024.\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n\n\n\n

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@article{Schultheis.2024_Processes,\n  author       = {Schultheis, Alexander and Jilg, David and Malburg, Lukas and Bergweiler, Simon and Bergmann, Ralph},\n  title        = {{Towards Flexible Control of Production Processes: A Requirements Analysis for Adaptive Workflow Management and Evaluation of Suitable Process Modeling Languages}},\n  journal      = {Processes},\n  volume \t   = {12},\n  year \t\t   = {2024},\n  number \t   = {12},\n  article-number = {2714},\n  year         = {2024},\n  keywords \t   = {{Industry 4.0; Business Process Management; Adaptive Workflow Management; Imperative Process Modeling Languages; Flexible Control Processes}},\n  abstract \t   = {In the context of Industry 4.0, Artificial Intelligence (AI) methods are used to maximize the efficiency and flexibility of production processes. The adaptive management of such semantic processes can optimize energy and resource efficiency while providing high reliability, but it depends on the representation type of these models. This paper provides a literature review of current Process Modeling Languages (PMLs). Based on a suitable PML, the flexibility of production processes can be increased. Currently, a common understanding of this process flexibility in the context of adaptive workflow management is missing. Therefore, requirements derived from the business environment are presented for process flexibility. To enable the identification of suitable PLMs, requirements regarding this are also raised. Based on these, the PMLs identified in the literature review are evaluated. Thereby, based on a preselection, a detailed examination of the seven most promising languages is performed, including an example from a real smart factory. As a result, a recommendation is made for the use of BPMN, for which it is presented how it can be enriched with separate semantic information that is suitable for the use of AI planning and, thus, enables flexible control.},\n  doi = {10.3390/pr12122714},\n  url = {https://www.wi2.uni-trier.de/shared/publications/2024_Processes_SchultheisEtAl.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Revision of a Smart Factory Software Architecture from Monolith to Microservices.\n \n \n \n \n\n\n \n Seiger, R., & Malburg, L.\n\n\n \n\n\n\n In Enterprise Design, Operations, and Computing. EDOC 2024 Forum, Vienna, Austria, September 10-13, 2024, of Lecture Notes in Business Information Processing, 2024. Springer.\n Accepted for Publication.\n\n\n\n
\n\n\n\n \n \n $\"Revision$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Seiger.2024_MicroserviceSmartFactorySoftware,\n  author       = {Seiger, Ronny and Malburg, Lukas},\n  title        = {{Revision of a Smart Factory Software Architecture from Monolith to Microservices}},\n  booktitle    = {{Enterprise Design, Operations, and Computing. {EDOC} 2024 Forum, Vienna, Austria, September 10-13, 2024}},\n  series       = {Lecture Notes in Business Information Processing},\n  %pages       = {50--66},\n  %volume      = {14775},\n  %doi         = {10.1007/978-3-031-63646-2\\_4},\n  publisher    = {Springer.},\n  note\t\t   = {{Accepted for Publication.}},\n  year         = {2024},\n  abstract \t   = {{Software architecture plays an important role in the development of modern, complex software systems as it influences a system’s quality attributes and ability to grow with future demand. Designing the software architecture of cyber-physical systems (CPS) becomes even more challenging due to their capability of directly influencing the physical world and thus introducing new non-functional requirements related to fault-tolerance, safety, and resource scarcity. Existing research focuses on systems engineering to achieve the vertical integration of CPS with an organization’s information systems and processes, but not on software architecture to horizontally extend existing systems with new CPS. In this report we describe the process of revising an existing monolithic software architecture for a smart factory towards a microservices-based architecture to meet these new requirements and prepare the factory to be extended with new CPS. For the revision of the existing architecture, we provide an analysis of its code base before and after changes, a description of the refactoring process, and discuss relevant new nonfunctional requirements and architecture options. We elaborate on the architectural decisions favoring microservices and analyze the new architecture regarding improved quality attributes to evaluate the system.}},\n  keywords \t   = {{Cyber-physical Systems, Software Architecture, Internet of Things, Microservices, Industry 4.0}},\n  url = {https://www.wi2.uni-trier.de/shared/publications/2024_EDOC_MicroserviceSmartFactorySoftware_SeigerMalburg.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing.\n \n \n \n \n\n\n \n Schultheis, A., Alt, B., Bast, S., Guldner, A., Jilg, D., Katic, D., Mundorf, J., Schlagenhauf, T., Weber, S., Bergmann, R., Bergweiler, S., Creutz, L., Dartmann, G., Malburg, L., Naumann, S., Rezapour, M., & Ruskowski, M.\n\n\n \n\n\n\n Künstliche Intelligenz. 2024.\n \n\n\n\n
\n\n\n\n \n \n $\"EASY:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{SchultheisEASY2024,\n  author       = {Alexander Schultheis and Benjamin Alt and Sebastian Bast and Achim Guldner and David Jilg and Darko Katic and Johannes Mundorf and Tobias Schlagenhauf and Sebastian Weber and Ralph Bergmann and Simon Bergweiler and Lars Creutz and Guido Dartmann and Lukas Malburg and Stefan Naumann and Mahdi Rezapour and Martin Ruskowski},\n  title        = {{EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing}},\n  journal      = {K{\\"{u}}nstliche Intelligenz},\n  year         = {2024},\n  keywords \t   = {{Edge-Cloud Continuum, Energy- and Resource-Efficiency, Analysis and Control Processes}},\n  abstract \t   = {According to the guiding principles of Industry 4.0, edge computing enables the data-sovereign and near-real-time processing of data directly at the point of origin. Using these edge devices in manufacturing organization will drive the use of industrial analysis, control, and Artificial Intelligence (AI) applications close to production. The goal of the EASY project is to make the added value of edge computing available by providing an easily usable edge-cloud continuum with a runtime environment and services for the execution of AI-based analysis and control processes. Within this continuum, a dynamic, distributed, and optimized execution of services is automated across the entire spectrum from centralized cloud to decentralized edge instances to increase productivity and resource efficiency.},\n  doi = {10.1007/s13218-024-00868-3},\n  url = {https://www.wi2.uni-trier.de/shared/publications/2024_KI_EASY_SchultheisEtAl.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n ArgServices: A Microservice-Based Architecture for Argumentation Machines.\n \n \n \n \n\n\n \n Lenz, M., Dumani, L., Schenkel, R., & Bergmann, R.\n\n\n \n\n\n\n In Cimiano, P., Frank, A., Kohlhase, M., & Stein, B., editor(s), Robust Argumentation Machines, volume 14638, of Lecture Notes in Computer Science, pages 352–369, Cham, 2024. Springer Nature Switzerland\n \n\n\n\n
\n\n\n\n \n \n $\"ArgServices:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2024ArgServicesMicroserviceBasedArchitecture,\n  title = {{{ArgServices}}: {{A Microservice-Based Architecture}} for~{{Argumentation Machines}}},\n  shorttitle = {{{ArgServices}}},\n  booktitle = {Robust {{Argumentation Machines}}},\n  author = {Lenz, Mirko and Dumani, Lorik and Schenkel, Ralf and Bergmann, Ralph},\n  editor = {Cimiano, Philipp and Frank, Anette and Kohlhase, Michael and Stein, Benno},\n  year = {2024},\n  series = {Lecture {{Notes}} in {{Computer Science}}},\n  volume = {14638},\n  pages = {352--369},\n  publisher = {Springer Nature Switzerland},\n  address = {Cham},\n  doi = {10.1007/978-3-031-63536-6_21},\n  abstract = {Argumentation is ubiquitous, and the development of argumentation machines could greatly assist humans in managing and navigating argumentation. However, the development of such systems is hindered by the lack of common standards and suitable tools, leading to ad-hoc solutions with little reuse value. Towards a more unified approach, we present an extensible microservice-based architecture for argumentation machines. Being built on the established gRPC framework, it provides strongly typed interfaces for the following services: (i) Argument Mining, (ii) Case-Based Reasoning on Arguments, (iii) Argument Retrieval and Ranking, and (iv) Quality Assessment of Arguments. Our system is designed to be extensible, allowing for easy integration of new tasks. We demonstrate the feasibility of our architecture via a proof-of-concept implementation and provide additional supplementary resources, such as a REST API gateway. Our contributions are publicly available on GitHub under the permissive MIT license.},\n  isbn = {978-3-031-63536-6},\n  langid = {english},\n  url = {https://www.wi2.uni-trier.de/shared/publications/Lenz2024ArgServicesMicroserviceBasedArchitecture.pdf}\n}\n\n\n\n

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\n \n\n \n \n \n \n \n \n PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations.\n \n \n \n \n\n\n \n Lenz, M., & Bergmann, R.\n\n\n \n\n\n\n In Cimiano, P., Frank, A., Kohlhase, M., & Stein, B., editor(s), Robust Argumentation Machines, volume 14638, of Lecture Notes in Computer Science, pages 108–126, Cham, 2024. Springer Nature Switzerland\n \n\n\n\n
\n\n\n\n \n \n $\"PolArg:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2024PolArgUnsupervisedPolarity,\n  title = {{{PolArg}}: {{Unsupervised Polarity Prediction}} of~{{Arguments}} in~{{Real-Time Online Conversations}}},\n  shorttitle = {{{PolArg}}},\n  booktitle = {Robust {{Argumentation Machines}}},\n  author = {Lenz, Mirko and Bergmann, Ralph},\n  editor = {Cimiano, Philipp and Frank, Anette and Kohlhase, Michael and Stein, Benno},\n  year = {2024},\n  series = {Lecture {{Notes}} in {{Computer Science}}},\n  volume = {14638},\n  pages = {108--126},\n  publisher = {Springer Nature Switzerland},\n  address = {Cham},\n  doi = {10.1007/978-3-031-63536-6_7},\n  abstract = {The increasing usage of social networks has led to a growing number of discussions on the Internet that are a valuable source of argumentation that occurs in real time. Such conversations are often made up of a large number of participants and are characterized by a fast pace. Platforms like X/Twitter and Hacker News (HN) allow users to respond to other users' posts, leading to a tree-like structure. Previous work focused on training supervised models on datasets obtained from debate portals like Kialo where authors provide polarity labels (i.e., support/attack) together with their posts. Such classifiers may yield suboptimal predictions for the noisier posts from X or HN, so we propose unsupervised prompting strategies for large language models instead. Our experimental evaluation found this approach to be more effective for X conversations than a model fine-tuned on Kialo debates, but less effective for HN posts (which are more technical and less argumentative). Finally, we provide an open-source application for converting discussions on these platforms into argument graphs.},\n  isbn = {978-3-031-63536-6},\n  langid = {english},\n  url = {https://www.wi2.uni-trier.de/shared/publications/Lenz2024PolArgUnsupervisedPolarity.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), Mérida, Mexico, July 1, 2024.\n \n \n \n \n\n\n \n Malburg, L.,\n editor.\n \n\n\n \n\n\n\n Volume 3708, of CEUR Workshop Proceedings.CEUR-WS.org. 2024.\n \n\n\n\n
\n\n\n\n \n \n $\"Proceedings$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@proceedings{Malburg.2024_ICCBRWorkshopProceedings,\n  editor       = {Lukas Malburg},\n  title        = {{Proceedings of the Workshops at the 32nd International Conference\n                  on Case-Based Reasoning {(ICCBR-WS} 2024) co-located with the 32nd\n                  International Conference on Case-Based Reasoning {(ICCBR} 2024), M{\\'{e}}rida,\n                  Mexico, July 1, 2024}},\n  series       = {{CEUR} Workshop Proceedings},\n  volume       = {3708},\n  publisher    = {CEUR-WS.org},\n  year         = {2024},\n  url          = {http://sunsite.informatik.rwth-aachen.de/ftp/pub/publications/CEUR-WS/Vol-3708.zip}\n}\n\n

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\n \n\n \n \n \n \n \n \n Large Language Models as Knowledge Engineers.\n \n \n \n \n\n\n \n Brand, F., Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n In Malburg, L., editor(s), Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), Mérida, Mexico, July 1, 2024, volume 3708, of CEUR Workshop Proceedings, pages 3–18, 2024. CEUR-WS.org.\n \n\n\n\n
\n\n\n\n \n \n $\"Large$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Brand.2024_LLMKnowledgeEngineer,\n  author       = {Brand, Florian and Malburg, Lukas and Bergmann, Ralph},\n  title        = {{Large Language Models as Knowledge Engineers}},\n  booktitle    = {Proceedings of the Workshops at the 32nd International Conference\n                  on Case-Based Reasoning {(ICCBR-WS} 2024) co-located with the 32nd\n                  International Conference on Case-Based Reasoning {(ICCBR} 2024), M{\\'{e}}rida,\n                  Mexico, July 1, 2024},\n  series       = {{CEUR} Workshop Proceedings},\n  editor       = {Lukas Malburg},\n  volume       = {3708},\n  pages        = {3--18},\n  publisher    = {CEUR-WS.org.},\n  year         = {2024},\n  abstract \t   = {{Many Artificial Intelligence (AI) systems require human-engineered knowledge at their core to reason about new problems based on this knowledge, with Case-Based Reasoning (CBR) being no exception. However, the acquisition of this knowledge is a time-consuming and laborious task for the domain experts that provide the needed knowledge. We propose an approach to help in the creation of this knowledge by leveraging Large Language Models (LLMs) in conjunction with existing knowledge to create the vocabulary and case base for a complex real-world domain. We find that LLMs are capable of generating knowledge, with results improving by using natural language and instructions. Furthermore, permissively licensed models like CodeLlama and Mixtral perform similar or better than closed state-of-the-art models like GPT-3.5 Turbo and GPT-4 Turbo.}},\n  keywords \t   = {{Case-Based Reasoning, Knowledge Engineering, Knowledge Acquisition Bottleneck, Large Language Models, Prompting}},\n  url = {https://www.wi2.uni-trier.de/shared/publications/2024_ICCBR-WS_LLMInCBR_BrandEtAl.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing.\n \n \n \n \n\n\n \n Schultheis, A., Malburg, L., Grüger, J., Weich, J., Bertrand, Y., Bergmann, R., & Serral Asensio, E.\n\n\n \n\n\n\n In Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings, volume 14775, of Lecture Notes in Computer Science, pages 240–257, 2024. Springer.\n \n\n\n\n
\n\n\n\n \n \n $\"Identifying$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Schultheis.2024_MissingSensorValues,\n  author       = {Schultheis, Alexander and Malburg, Lukas and Grüger, Joscha and Weich, Justin and Bertrand, Yannis and Bergmann, Ralph and Serral Asensio, Estefanía},\n  title        = {{Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing}},\n  booktitle    = {Case-Based Reasoning Research and Development - 32nd International Conference, {ICCBR} 2024, Merida, Mexico, July 1-4, 2024, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  pages        = {240--257},\n  volume       = {14775},\n  publisher    = {Springer.},\n  year         = {2024},\n  doi          = {10.1007/978-3-031-63646-2\\_16},\n  abstract \t   = {{Smart Manufacturing integrates methods of Artificial Intelligence and the Internet of Things into processes to enhance efficiency and flexibility. However, analysis of time series sensor data, crucial for process optimization, is susceptible to Data Quality Issues (DQIs) and can lead to operational problems. Traditional machine learning approaches struggle with limited error data availability in addressing DQIs. The knowledge-driven approach of Case-Based Reasoning targets this issue by reusing experiences regarding already identified DQIs. While some DQIs can be detected using conventional similarity measures, the common, frequently occurring DQI type of Missing Sensor Values pose challenges that cannot be solved using established measures. To address this, this paper proposes a weight-based extension of similarity measures for time series data. This extension aims at the identification and handling of missing sensor values in smart manufacturing processes. Furthermore, analog extensions of established time series measures are presented and possible areas of application outside the DQI domain are outlined.}},\n  keywords \t   = {{Temporal Case-Based Reasoning, Time Series Data, Time Series Similarity Measures, Data Quality Issues}},\n  url = {https://www.wi2.uni-trier.de/shared/publications/2024_ICCBR_SchultheisEtAl.pdf}\n }\n\n

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\n \n\n \n \n \n \n \n \n CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python.\n \n \n \n \n\n\n \n Lenz, M., Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n In Recio-Garcia, J. A., Orozco-del-Castillo, M. G., & Bridge, D., editor(s), Case-Based Reasoning Research and Development, volume 14775, of Lecture Notes in Computer Science, pages 289–304, Cham, 2024. Springer Nature Switzerland\n Best Student Paper Award at ICCBR 2024\n\n\n\n
\n\n\n\n \n \n $\"CBRkit:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2024CBRkitIntuitiveCaseBased,\n  title = {{{CBRkit}}: {{An Intuitive Case-Based Reasoning Toolkit}} for~{{Python}}},\n  shorttitle = {{{CBRkit}}},\n  booktitle = {Case-{{Based Reasoning Research}} and {{Development}}},\n  author = {Lenz, Mirko and Malburg, Lukas and Bergmann, Ralph},\n  editor = {{Recio-Garcia}, Juan A. and {Orozco-del-Castillo}, Mauricio G. and Bridge, Derek},\n  year = {2024},\n  series = {Lecture {{Notes}} in {{Computer Science}}},\n  volume = {14775},\n  pages = {289--304},\n  publisher = {Springer Nature Switzerland},\n  address = {Cham},\n  doi = {10.1007/978-3-031-63646-2_19},\n  abstract = {Developing Case-Based Reasoning (CBR) applications is a complex and demanding task that requires a lot of experience and a deep understanding of users. Additionally, current CBR frameworks are not as usable as Machine Learning (ML) frameworks that can be deployed with only a few lines of code. To address these problems and allow users to easily build hybrid Artificial Intelligence (AI) systems by combining CBR with techniques such as ML, we present the CBRkit library in this paper. CBRkit is a Python-based framework that provides generic and easily extensible functions to simplify the creation of CBR applications with advanced similarity measures and case representations. The framework is available from GitHub and PyPI under the permissive MIT license. An initial user study indicates that it is easily possible even for non-CBR experts and users who only have limited Python programming skills to develop their own customized CBR application.},\n  isbn = {978-3-031-63646-2},\n  langid = {english},\n  note = {Best Student Paper Award at ICCBR 2024},\n  url = {https://www.wi2.uni-trier.de/shared/publications/Lenz2024CBRkitIntuitiveCaseBased.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Exploring a Hybrid Case-Based Reasoning Approach for Time Series Adaptation in Predictive Maintenance.\n \n \n \n \n\n\n \n Schultheis, A.\n\n\n \n\n\n\n In Malburg, L., editor(s), Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), Merida, Mexico, July 1, 2024, volume 3708, of CEUR Workshop Proceedings, pages 230–235, 2024. CEUR-WS.org.\n \n\n\n\n
\n\n\n\n \n \n $\"Exploring$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Schultheis.2024,\n  author       = {Schultheis, Alexander},\n  title        = {{Exploring a Hybrid Case-Based Reasoning Approach for Time Series Adaptation in Predictive Maintenance}},\n  booktitle    = {Proceedings of the Workshops at the 32nd International Conference\n                  on Case-Based Reasoning {(ICCBR-WS} 2024) co-located with the 32nd \n\t\t\t\t  International Conference on Case-Based Reasoning {(ICCBR} 2024), Merida,\n                  Mexico, July 1, 2024},\n  series       = {{CEUR} Workshop Proceedings},\n  publisher    = {CEUR-WS.org.},\n  editor       = {Lukas Malburg},\n  pages        = {230--235},\n  volume       = {3708},\n  year         = {2024},\n  abstract \t   = {{Predictive Maintenance (PredM) is a vital concept within Industry 4.0, focusing on proactive machine maintenance through analysis of sensor data to uphold quality standards and prevent downtime. PredM traditionally employs data analysis methods or Machine Learning (ML) algorithms for anomaly detection in time series data from sensors. Despite ample error-free data, the occurrence of errors is rare. Case-Based Reasoning (CBR) offers an adaptive artificial intelligence approach effective in domains with limited fault data. The sub-research area of Temporal Case-Based Reasoning (TCBR) explores the processing of time series data based on CBR methods. Integrating TCBR methods into PredM leverages human involvement, addressing data privacy concerns and facilitating knowledge transfer. \n  While the retrieval in TCBR has already been investigated, the adaptation of the time series contained in the retrieval results has not yet been considered. On this basis, however, it is possible to determine the further course of the time series as an alternative to ML prediction approaches. For the PredM use case with rare fault data, it is important to determine the further course of the time series and how much time remains before a possible fault case occurs. This research summary therefore investigates a hybrid CBR approach that uses deep learning methods like transformers for adaptation. The aim is to predict the course of a time series as accurately as possible, which is evaluated for the PredM use case. Such a hybrid CBR model should also extend an explanatory component for the predicted time series.}},\n  keywords \t   = {{Temporal Case-Based Reasoning, Internet of Things, Time Series Data, Hybrid Case-Based Reasoning, Explainable Case-Based Reasoning, Predictive Maintenance}},\n    url = {https://www.wi2.uni-trier.de/shared/publications/2024_ICCBR_DC_Schultheis.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation.\n \n \n \n \n\n\n \n Malburg, L., Hotz, M., & Bergmann, R.\n\n\n \n\n\n\n In Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings, volume 14775, of Lecture Notes in Computer Science, pages 50–66, 2024. Springer.\n \n\n\n\n
\n\n\n\n \n \n $\"Improving$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Malburg.2024_AdaptationRulesInPOCBR,\n  author       = {Malburg, Lukas and Hotz, Maxim and Bergmann, Ralph},\n  title        = {{Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation}},\n  booktitle    = {Case-Based Reasoning Research and Development - 32nd International Conference, {ICCBR} 2024, Merida, Mexico, July 1-4, 2024, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  pages        = {50--66},\n  volume       = {14775},\n  doi          = {10.1007/978-3-031-63646-2\\_4},\n  publisher    = {Springer.},\n  year         = {2024},\n  abstract \t   = {{Adaptation is a complex and error-prone task in Case-Based Reasoning (CBR), including the adaptation knowledge acquisition and modeling efforts required for performing adaptations. This is also evident for the subfield of Process-Oriented Case-Based Reasoning (POCBR) in which cases represent procedural experiential knowledge, making creation and maintaining adaptation knowledge even for domain experts exceedingly challenging. Current adaptation methods in POCBR address the adaptation knowledge bottleneck by learning adaptation knowledge based on cases in the case base. However, these approaches are based on proprietary representation formats, resulting in low usability and maintainability. Therefore, we present an approach of using adaptation rules and rule engines for complex adaptations in POCBR in this paper. The results of an experimental evaluation indicate that the rule-based adaptation approach leads to significantly better results during runtime than an already available POCBR adaptation method.}},\n  keywords \t   = {{Process-Oriented Case-Based Reasoning, Adaptive Workflow Management, Rule-Based Adaptation, Drools Rule Engine, Adaptation Operators}},\n  url = {https://www.wi2.uni-trier.de/shared/publications/2024_ICCBR_RuleBasedAdaptation_MalburgEtAl.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Dissertation Abstract: Flexible Workflows - A Constraint- and Case-Based Approach.\n \n \n \n \n\n\n \n Grumbach, L.\n\n\n \n\n\n\n KI - Künstliche Intelligenz. Aug 2024.\n \n\n\n\n
\n\n\n\n \n \n $\"Dissertation$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@Article{Grumbach2024KI,\nauthor={Grumbach, Lisa},\ntitle={Dissertation Abstract: Flexible Workflows - A Constraint- and Case-Based Approach},\njournal={KI - K{\\"u}nstliche Intelligenz},\nyear={2024},\nmonth={Aug},\nday={12},\nissn={1610-1987},\ndoi={10.1007/s13218-024-00869-2},\nurl={https://doi.org/10.1007/s13218-024-00869-2}\n}\n\n

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\n \n\n \n \n \n \n \n \n Towards a Case-Based Support for Responding Emergency Calls.\n \n \n \n \n\n\n \n Grumbach, L., Winzig, A., & Bergmann, R.\n\n\n \n\n\n\n In Recio-García, J. A., Orozco-del-Castillo, M. G., & Bridge, D., editor(s), Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings, volume 14775, of Lecture Notes in Computer Science, pages 273–288, 2024. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{GrumbachWB24,\n  author       = {Lisa Grumbach and\n                  Alexander Winzig and\n                  Ralph Bergmann},\n  editor       = {Juan A. Recio{-}Garc{\\'{\\i}}a and\n                  Mauricio Gabriel Orozco{-}del{-}Castillo and\n                  Derek Bridge},\n  title        = {Towards a Case-Based Support for Responding Emergency Calls},\n  booktitle    = {Case-Based Reasoning Research and Development - 32nd International\n                  Conference, {ICCBR} 2024, Merida, Mexico, July 1-4, 2024, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14775},\n  pages        = {273--288},\n  publisher    = {Springer},\n  year         = {2024},\n  url          = {http://www.wi2.uni-trier.de/shared/publications/2024_ICCBR_Grumbach.pdf},\n  doi          = {10.1007/978-3-031-63646-2\\_18},\n  timestamp    = {Wed, 10 Jul 2024 20:46:39 +0200},\n  biburl       = {https://dblp.org/rec/conf/iccbr/GrumbachWB24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n\n

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\n \n\n \n \n \n \n \n \n Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models.\n \n \n \n \n\n\n \n Lenz, M., & Bergmann, R.\n\n\n \n\n\n\n In Massie, S., & Chakraborti, S., editor(s), Case-Based Reasoning Research and Development, volume 14141, of Lecture Notes in Computer Science, pages 263–278, Cham, 2023. Springer Nature Switzerland\n Best Student Paper Award at ICCBR 2023\n\n\n\n
\n\n\n\n \n \n $\"Case-Based$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2023CaseBasedAdaptationArgument,\n  title = {Case-{{Based Adaptation}} of~{{Argument Graphs}} with~{{WordNet}} and~{{Large Language Models}}},\n  booktitle = {Case-{{Based Reasoning Research}} and {{Development}}},\n  author = {Lenz, Mirko and Bergmann, Ralph},\n  editor = {Massie, Stewart and Chakraborti, Sutanu},\n  year = {2023},\n  series = {Lecture {{Notes}} in {{Computer Science}}},\n  volume = {14141},\n  pages = {263--278},\n  publisher = {Springer Nature Switzerland},\n  address = {Cham},\n  doi = {10.1007/978-3-031-40177-0_17},\n  abstract = {Finding information online is hard, even more so once you get into the domain of argumentation. There have been developments around the specialized argumentation machines that incorporate structural features of arguments, but all current approaches share one pitfall: They operate on a corpora of limited sizes. Consequently, it may happen that a user searches for a rather general term like cost increases, but the machine is only able to serve arguments concerned with rent increases. We aim to bridge this gap by introducing approaches to generalize/specialize a found argument using a combination of WordNet and Large Language Models. The techniques are evaluated on a new benchmark dataset with diverse queries using our fully featured implementation. Both the dataset and the code are publicly available on GitHub.},\n  isbn = {978-3-031-40177-0},\n  langid = {english},\n  note = {Best Student Paper Award at ICCBR 2023},\n  url = {http://www.wi2.uni-trier.de/shared/publications/Lenz2023CaseBasedAdaptationArgument.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Towards Machine Learning-based Digital Twins in Cyber-Physical Systems.\n \n \n \n \n\n\n \n Theusch, F., Seemann, L., Guldner, A., Naumann, S., & Bergmann, R.\n\n\n \n\n\n\n In Lombardo, G., Picone, M., Recupero, D., & Vizzari, G., editor(s), Proceedings of the 1st Workshop on AI for Digital Twins and Cyber-Physical Applications (AI4DT&CP 2023), in conjunction with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao S.A.R., August 19, 2023, 2023. \n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{theusch2023towards,\n  author\t= {Theusch, Felix and Seemann, Lukas and Guldner, Achim and Naumann, Stefan and Bergmann, Ralph},\n  title\t\t= {Towards Machine Learning-based Digital Twins in Cyber-Physical Systems},\n  editor       \t= {Lombardo, Gianfranco and Picone, Marco and Recupero, Diego and Vizzari, Guiseppe},\n  booktitle    \t= {Proceedings of the 1st Workshop on AI for Digital Twins and Cyber-Physical Applications (AI4DT&CP 2023), in conjunction with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao S.A.R., August 19, 2023},\n  year\t\t= {2023},\n  url = {https://ceur-ws.org/Vol-3541/1.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Schuler, N., Hoffmann, M., Beise, H., & Bergmann, R.\n\n\n \n\n\n\n In Bramer, M., & Stahl, F., editor(s), Artificial Intelligence XL, pages 159–173, Cham, 2023. Springer Nature Switzerland\n \n\n\n\n
\n\n\n\n \n \n $\"Semi-supervised$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@InProceedings{Schuler.2023_SemiSupervisedTransferLearning,\nauthor="Schuler, Nicolas and Hoffmann, Maximilian and Beise, Hans-Peter and Bergmann, Ralph",\neditor="Bramer, Max and Stahl, Frederic",\ntitle="Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning",\nbooktitle="Artificial Intelligence XL",\nyear="2023",\npublisher="Springer Nature Switzerland",\naddress="Cham",\npages="159--173",\nabstract="Supervised learning is typically challenging with insufficient amounts of labeled training data and high costs for label acquisition, creating a demand for unsupervised learning methods. In the research area of Process-Oriented Case-Based Reasoning (POCBR), this demand is created by training data that is manually-modeled and computationally-expensive labeling methods. In this paper, we propose a semi-supervised transfer learning method for learning similarities between pairs of semantic graphs in POCBR with Graph Neural Networks (GNNs). The method aims to replace the fully supervised learning procedure from previous work with an unsupervised and a supervised training phase. In the first phase, the GNNs are pretrained with a triplet learning procedure that utilizes graph augmentation and random selection to enable unsupervised training. This phase is followed by a supervised one where the pretrained model is trained on the original labeled training data. The experimental evaluation examines the quality of the semi-supervised models compared to the supervised models from previous work for three semantic graph domains with different properties. The results indicate the potential of the proposed approach for improving retrieval quality.",\nisbn="978-3-031-47994-6",\nurl="https://www.wi2.uni-trier.de/shared/publications/2023_SGAI_Schuler.pdf"\n}\n\n

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\n \n\n \n \n \n \n \n \n DALG: The Data Aware Event Log Generator.\n \n \n \n \n\n\n \n Jilg, D., Grüger, J., Geyer, T., & Bergmann, R.\n\n\n \n\n\n\n In Fahland, D., Jiménez-Ramírez, A., Kumar, A., Mendling, J., Pentland, B. T., Rinderle-Ma, S., Slaats, T., Versendaal, J., Weber, B., Weske, M., & Winter, K., editor(s), Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum at BPM 2023 co-located with 21st International Conference on Business Process Management (BPM 2023), Utrecht, The Netherlands, September 11th to 15th, 2023, volume 3469, of CEUR Workshop Proceedings, pages 142–146, 2023. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"DALG:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{JilgGGB2023,\n  author       = {David Jilg and\n                  Joscha Gr{\\"{u}}ger and\n                  Tobias Geyer and\n                  Ralph Bergmann},\n  editor       = {Dirk Fahland and\n                  Andr{\\'{e}}s Jim{\\'{e}}nez{-}Ram{\\'{\\i}}rez and\n                  Akhil Kumar and\n                  Jan Mendling and\n                  Brian T. Pentland and\n                  Stefanie Rinderle{-}Ma and\n                  Tijs Slaats and\n                  Johan Versendaal and\n                  Barbara Weber and\n                  Mathias Weske and\n                  Karolin Winter},\n  title        = {{DALG:} The Data Aware Event Log Generator},\n  booktitle    = {Proceedings of the Best Dissertation Award, Doctoral Consortium, and\n                  Demonstration {\\&} Resources Forum at {BPM} 2023 co-located with\n                  21st International Conference on Business Process Management {(BPM}\n                  2023), Utrecht, The Netherlands, September 11th to 15th, 2023},\n  series       = {{CEUR} Workshop Proceedings},\n  volume       = {3469},\n  pages        = {142--146},\n  publisher    = {CEUR-WS.org},\n  year         = {2023},\n  url          = {https://ceur-ws.org/Vol-3469/paper-26.pdf},\n  timestamp    = {Wed, 06 Sep 2023 08:40:08 +0200},\n  biburl       = {https://dblp.org/rec/conf/bpm/JilgGGB23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n

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\n \n\n \n \n \n \n \n \n An Overview and Comparison of Case-Based Reasoning Frameworks.\n \n \n \n \n\n\n \n Schultheis, A., Zeyen, C., & Bergmann, R.\n\n\n \n\n\n\n In Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, Scotland, July 17-20, 2023, Proceedings, volume 14141, of Lecture Notes in Computer Science, pages 327–343, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"An$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 22 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{SchultheisZB2023,\n  author       = {Schultheis, Alexander and Zeyen, Christian and Bergmann, Ralph},\n  title        = {{An Overview and Comparison of Case-Based Reasoning Frameworks}},\n  booktitle    = {Case-Based Reasoning Research and Development - 31st International Conference, {ICCBR} 2023, Aberdeen, Scotland, July 17-20, 2023, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14141},\n  pages        = {327--343},\n  publisher    = {Springer},\n  year         = {2023},\n  doi\t\t   = {10.1007/978-3-031-40177-0_21},\n  url\t\t   = {https://www.wi2.uni-trier.de/shared/publications/2023_ICCBR_SchultheisZB.pdf},\n  abstract \t   = {Case-Based Reasoning (CBR) is a methodology with many applications in industrial and scientific domains. Over the past decades, various frameworks have been developed to facilitate the development of CBR applications. For practitioners and researchers, it is challenging to overview the landscape of existing frameworks with their specific scope and features. This makes it difficult to choose the most suitable framework for specific requirements. To address this issue, this work provides an overview and comparison of CBR frameworks, focusing on five recent, open-source CBR frameworks: CloodCBR, eXiT*CBR, jColibri, myCBR, and ProCAKE. They are compared by supported CBR types, knowledge containers, CBR phases, interfaces, and special features.},\n  keywords \t   = {Case-Based Reasoning, CBR Framework, CBR Applications, CloodCBR, eXiT*CBR, jColibri, myCBR, ProCAKE}\n}\n\n

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\n \n\n \n \n \n \n \n \n Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.\n \n \n \n \n\n\n \n Schultheis, A., Hoffmann, M., Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n In Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, Scotland, July 17-20, 2023, Proceedings, volume 14141, of Lecture Notes in Computer Science, pages 53–68, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Explanation$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 18 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{SchultheisHMB2023,\n  author       = {Schultheis, Alexander and Hoffmann, Maximilian and Malburg, Lukas and Bergmann, Ralph},\n  title        = {{Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization}},\n  booktitle    = {Case-Based Reasoning Research and Development - 31st International Conference, {ICCBR} 2023, Aberdeen, Scotland, July 17-20, 2023, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14141},\n  pages        = {53--68},\n  publisher    = {Springer},\n  year         = {2023},\n  doi\t\t   = {10.1007/978-3-031-40177-0_4},\n  url\t\t   = {https://www.wi2.uni-trier.de/shared/publications/2023_ICCBR_SchultheisHMB.pdf},\n  abstract \t   = {Modeling similarity measures in Case-Based Reasoning is a knowledge-intensive, demanding, and error-prone task even for domain experts. Visualizations offer support for users, but are currently only available for certain subdomains and case representations. Currently, there are only visualizations that can be used for local attributes or specific case representations. However, there is no possibility to visualize similarities between complete processes accordingly so far, although complex domains may be present. Therefore, an extension of existing approaches or the design of new suitable concepts for this application domain is necessary. The contribution of this work is to enable a more profound understanding of similarity for knowledge engineers who create a similarity model and support them in this task by using visualization methods in Process-Oriented Case-Based Reasoning (POCBR). For this purpose, we present related approaches and evaluate them against derived requirements for visualizations in POCBR. On this basis, suitable visualizations are further developed as well as new approaches designed. Three such visualizations are created: (1) a graph mapping approach, (2) a merge graph, and (3) a visualization based on heatmaps. An evaluation of these approaches has been performed based on the requirements in which the domain experts determine the graph-mapping visualization as best-suited for engineering of similarity models.},\n  keywords \t   = {Visualization, Explanation, Similarity, Process-Oriented Case-Based Reasoning, Explainable Case-Based Reasoning}\n}\n\n

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\n \n\n \n \n \n \n \n \n IoT-enriched event log generation and quality analytics: a case study.\n \n \n \n \n\n\n \n Grüger, J., Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n it - Information Technology, 65(3). June 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"IoT-enriched$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{Grger2023,\n  doi = {10.1515/itit-2022-0077},\n  url = {https://doi.org/10.1515/itit-2022-0077},\n  year = {2023},\n  volume = {65},\n  number = {3},\n  month = jun,\n  publisher = {Walter de Gruyter {GmbH}},\n  author = {Joscha Gr\\"{u}ger and Lukas Malburg and Ralph Bergmann},\n  title = {{IoT}-enriched event log generation and quality analytics: a case study},\n  url          = {http://www.wi2.uni-trier.de/shared/publications/10.1515_itit-2022-0077.pdf},\n  journal = {it - Information Technology},\n  keywords     = {{Data Quality in Event Logs, DataStream XES Extension, IoT, IoT-Enriched Event Log, Physical Smart Factory, Process Mining}},\n  abstract     = {Modern technologies such as the Internet of Things (IoT) are becoming increasingly important in various fields, including business process management (BPM) research. An important area of research in BPM is process mining, which can be used to analyze event logs e.g., to check the conformance of running processes. However, the data ingested in IoT environments often contain data quality issues (DQIs) due to system complexity and sensor heterogeneity, among other factors. To date, however, there has been little work on IoT event logs, DQIs occurring in them, and how to handle them. In this case study, we generate an IoT event log, perform a structured data quality analysis, and describe how we addressed the problems we encountered in pre-processing.}\n} \n\n

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\n \n\n \n \n \n \n \n \n Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows.\n \n \n \n \n\n\n \n Brand, F., Lott, K., Malburg, L., Hoffmann, M., & Bergmann, R.\n\n\n \n\n\n\n In Malburg, L., & Verma, D., editor(s), Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), Aberdeen, Scotland, UK, July 17, 2023, volume 3438, of CEUR Workshop Proceedings, pages 55–70, 2023. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 18 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Brand.2023_RLForAdaptiveWorkflows,\n  author       = {Florian Brand and\n                  Katharina Lott and\n                  Lukas Malburg and\n                  Maximilian Hoffmann and\n                  Ralph Bergmann},\n  editor       = {Lukas Malburg and\n                  Deepika Verma},\n  title        = {{Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows}},\n  booktitle    = {Proceedings of the Workshops at the 31st International Conference\n                  on Case-Based Reasoning {(ICCBR-WS} 2023) co-located with the 31st\n                  International Conference on Case-Based Reasoning {(ICCBR} 2023), Aberdeen,\n                  Scotland, UK, July 17, 2023},\n  series       = {{CEUR} Workshop Proceedings},\n  volume       = {3438},\n  pages        = {55--70},\n  publisher    = {CEUR-WS.org},\n  year         = {2023},\n  keywords     = {{Case-Based Reasoning, Semantic Workflows, Deep Learning, Reinforcement Learning}},\n  abstract     = {Case-Based Reasoning (CBR) solves new problems by using experience represented by solved cases. The acquisition of adaptation knowledge and its subsequent application remains a classic challenge for CBR applications. In this paper, we present a novel approach for adapting semantic workflows during the reuse phase of the CBR cycle. A reinforcement learning agent is utilized, which applies different actions to change nodes of the workflow. Thereby, changes to the workflow are made by replacing, deleting or adding nodes. The agent is evaluated in a case study outlining its ability to adapt a semantic graph in a smart manufacturing domain. While the approach is detailed for the application in the particular domain, it can be adopted for the usage in other process-oriented domains.},\n  url          = {http://www.wi2.uni-trier.de/shared/publications/2023_Brand_RLForAdaptiveWorkflows.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.\n \n \n \n \n\n\n \n Malburg, L., Schultheis, A., & Bergmann, R.\n\n\n \n\n\n\n In Malburg, L., & Verma, D., editor(s), Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), Aberdeen, Scotland, UK, July 17, 2023, volume 3438, of CEUR Workshop Proceedings, pages 81–96, 2023. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Modeling$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Malburg.2023_TimeSeriesInCBR,\n  author       = {Lukas Malburg and\n                  Alexander Schultheis and\n                  Ralph Bergmann},\n  editor       = {Lukas Malburg and\n                  Deepika Verma},\n  title        = {{Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning:\n                  From Application Scenarios to Implementations}},\n  booktitle    = {Proceedings of the Workshops at the 31st International Conference\n                  on Case-Based Reasoning {(ICCBR-WS} 2023) co-located with the 31st\n                  International Conference on Case-Based Reasoning {(ICCBR} 2023), Aberdeen,\n                  Scotland, UK, July 17, 2023},\n  series       = {{CEUR} Workshop Proceedings},\n  volume       = {3438},\n  pages        = {81--96},\n  publisher    = {CEUR-WS.org},\n  year         = {2023},\n  keywords     = {{Case-Based Reasoning, Temporal Case-Based Reasoning, Internet of Things, Time Series Data, ProCAKE}},\n  abstract     = {The research area of Internet of Things (IoT) is gaining more relevance for several domains and application areas, including Case-Based Reasoning (CBR). However, IoT data is characterized by high volumes and variance of data types, making the application of CBR methods difficult. Since only few works have been published in this area so far, the integration and consideration of complex IoT data such as time series data in CBR frameworks is still in its infancy. To catch up with the current state-of-the-art, we present a comprehensive literature review on Temporal Case-Based Reasoning and time series data in CBR as part of our contribution. Furthermore, we present typical application scenarios for using IoT time series data in practice that can be addressed in further research. To build suitable CBR implementations for that purpose, we define a procedure model that can be used for time series data in CBR. In this context, we address the implementation of the application scenarios in the ProCAKE CBR framework.},\n  url          = {http://www.wi2.uni-trier.de/shared/publications/2023_MalburgEtAl_TimeSeriesInCBR.pdf}\n}\n\n\n\n

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\n \n\n \n \n \n \n \n \n A Case-Based Approach for Workflow Flexibility by Deviation.\n \n \n \n \n\n\n \n Grumbach, L., & Bergmann, R.\n\n\n \n\n\n\n In Massie, S., & Chakraborti, S., editor(s), Case-Based Reasoning Research and Development - 31st International Conference, ICCBR 2023, Aberdeen, UK, July 17-20, 2023, Proceedings, volume 14141, of Lecture Notes in Computer Science, pages 294–308, 2023. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{GrumbachB23,\n  author       = {Lisa Grumbach and\n                  Ralph Bergmann},\n  editor       = {Stewart Massie and\n                  Sutanu Chakraborti},\n  title        = {A Case-Based Approach for Workflow Flexibility by Deviation},\n  booktitle    = {Case-Based Reasoning Research and Development - 31st International\n                  Conference, {ICCBR} 2023, Aberdeen, UK, July 17-20, 2023, Proceedings},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {14141},\n  pages        = {294--308},\n  publisher    = {Springer},\n  year         = {2023},\n  url          = {http://www.wi2.uni-trier.de/shared/publications/2023_ICCBR_Grumbach.pdf},\n  doi          = {10.1007/978-3-031-40177-0\\_19},\n  timestamp    = {Sat, 05 Aug 2023 00:01:33 +0200},\n  biburl       = {https://dblp.org/rec/conf/iccbr/GrumbachB23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n\n

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\n \n\n \n \n \n \n \n \n Flexible Workflows - A Constraint- and Case-Based Approach.\n \n \n \n \n\n\n \n Grumbach, L.\n\n\n \n\n\n\n Ph.D. Thesis, University of Trier, Germany, 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"Flexible$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{Grumbach23,\n\ttitle        = {{Flexible Workflows - A Constraint- and Case-Based Approach}},\n\tauthor       = {Grumbach, Lisa},\n\tyear         = 2023,\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2023_Dissertation_Grumbach.pdf},\n\tschool       = {University of Trier, Germany}\n}\n\n

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\n \n\n \n \n \n \n \n \n Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), Aberdeen, Scotland, UK, July 17, 2023.\n \n \n \n \n\n\n \n Malburg, L., & Verma, D.,\n editors.\n \n\n\n \n\n\n\n Volume 3438, of CEUR Workshop Proceedings.CEUR-WS.org. 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"Proceedings$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@proceedings{Malburg.2023_ICCBRWorkshopProceedings,\n  editor       = {Lukas Malburg and Deepika Verma},\n  title        = {{Proceedings of the Workshops at the 31st International Conference\n                  on Case-Based Reasoning {(ICCBR-WS} 2023) co-located with the 31st\n                  International Conference on Case-Based Reasoning {(ICCBR} 2023), Aberdeen,\n                  Scotland, UK, July 17, 2023}},\n  series       = {{CEUR} Workshop Proceedings},\n  volume       = {3438},\n  publisher    = {CEUR-WS.org},\n  year         = {2023},\n  url          = {http://sunsite.informatik.rwth-aachen.de/ftp/pub/publications/CEUR-WS/Vol-3438.zip}\n}\n\n

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\n \n\n \n \n \n \n \n \n Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments.\n \n \n \n \n\n\n \n Ehrendorfer, M., Bertrand, Y., Malburg, L., Mangler, J., Grüger, J., Rinderle-Ma, S., Bergmann, R., & Asensio, E. S.\n\n\n \n\n\n\n In Fahland, D., Jiménez-Ramírez, A., Kumar, A., Mendling, J., Pentland, B. T., Rinderle-Ma, S., Slaats, T., Versendaal, J., Weber, B., Weske, M., & Winter, K., editor(s), Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum at BPM 2023 co-located with 21st International Conference on Business Process Management (BPM 2023), Utrecht, The Netherlands, September 11th to 15th, 2023, volume 3469, of CEUR Workshop Proceedings, pages 92–96, 2023. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Internet$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Ehrendorfer.2023_IoPTRepository,\n  author       = {Matthias Ehrendorfer and\n                  Yannis Bertrand and\n                  Lukas Malburg and\n                  Juergen Mangler and\n                  Joscha Gr{\\"{u}}ger and\n                  Stefanie Rinderle{-}Ma and\n                  Ralph Bergmann and\n                  Estefan{\\'{\\i}}a Serral Asensio},\n  editor       = {Dirk Fahland and\n                  Andr{\\'{e}}s Jim{\\'{e}}nez{-}Ram{\\'{\\i}}rez and\n                  Akhil Kumar and\n                  Jan Mendling and\n                  Brian T. Pentland and\n                  Stefanie Rinderle{-}Ma and\n                  Tijs Slaats and\n                  Johan Versendaal and\n                  Barbara Weber and\n                  Mathias Weske and\n                  Karolin Winter},\n  title        = {{Internet of Processes and Things: {A} Repository for IoT-Enriched\n                  Event Logs in Smart Environments}},\n  booktitle    = {{Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration {\\&} Resources Forum at {BPM} 2023 co-located with 21st International Conference on Business Process Management {(BPM} 2023), Utrecht, The Netherlands, September 11th to 15th, 2023}},\n  series       = {{CEUR} Workshop Proceedings},\n  volume       = {3469},\n  pages        = {92--96},\n  keywords     = {{IoT-Enriched Event Logs, Business Process Management, IoT}},\n  abstract     = {Current research efforts from the Business Processes Management and IoT communities, touching novel techniques such as object-centric process mining, predictive process monitoring or IoT based process enhancement suffer from a lack of real-world open data-sets from different domains to evaluate and refine their approaches. In this paper we present an online resource for the collection of IoT-enhanced process logs, hoping to inspire companies, organisations and researchers to cooperate in the release of well-understood high-quality data sets.},\n  publisher    = {CEUR-WS.org},\n  year         = {2023},\n  url          = {http://www.wi2.uni-trier.de/shared/publications/2023_Ehrendorfer_IoPTRepository.pdf}\n}\n\n

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\n \n\n \n \n \n \n \n \n Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning.\n \n \n \n \n\n\n \n Malburg, L., Brand, F., & Bergmann, R.\n\n\n \n\n\n\n In Sales, T. P., Proper, H. A., Guizzardi, G., Montali, M., Maggi, F. M., & Fonseca, C. M., editor(s), Enterprise Design, Operations, and Computing (EDOC) Workshops 2022, volume 466, of Lecture Notes in Business Information Processing, pages 79–95, 2023. Springer.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Adaptive$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 15 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Malburg.2023_AdaptiveWorkflowsByCBRAndPlanning,\n\ttitle        = {{Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning}},\n\tauthor       = {Lukas Malburg and Florian Brand and Ralph Bergmann},\n\tyear         = 2023,\n\tbooktitle    = {Enterprise Design, Operations, and Computing (EDOC) Workshops 2022},\n\tpublisher    = {Springer.},\n\tseries       = {Lecture Notes in Business Information Processing},\n\tvolume       = 466,\n\tpages        = {79--95},\n\tdoi          = {10.1007/978-3-031-26886-1\\_5},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2023_EDOC_MalburgEtAl_AdaptiveWorkflows_by_CBR_and_Planning.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Sales, Tiago Prince and Proper, Henderik A. and Guizzardi, Giancarlo and Montali, Marco and Maggi, Fabrizio Maria and Fonseca, Claudenir M.},\n\tkeywords     = {{Case-Based Reasoning, Automated Planning, Industry 4.0, Adaptive Workflow Management, Cyber-Physical Workflows}},\n\tabstract     = {Today, it is difficult for companies to react to unforeseen events, e.g., global crises. Highly standardized manufacturing processes are particularly limited in their ability to react flexibly, creating a demand for more advanced workflow management techniques, e.g., extended by artificial intelligence methods. In this paper, we describe how Case-Based Reasoning (CBR) can be combined with automated planning to enhance flexibility in cyber-physical production workflows. We present a compositional adaptation method complemented with generative adaptation to resolve unexpected situations during workflow execution. This synergy is advantageous since CBR provides specific knowledge about already experienced situations, whereas planning assists with general knowledge about the domain. In an experimental evaluation, we show that CBR offers a good basis by reusing cases and by adapting them to better suit the current problem. The combination with automated planning further improves these results and, thus, contributes to enhance the flexibility of cyber-physical workflows.}\n}\n

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\n \n\n \n \n \n \n \n \n Applying MAPE-K control loops for adaptive workflow management in smart factories.\n \n \n \n \n\n\n \n Malburg, L., Hoffmann, M., & Bergmann, R.\n\n\n \n\n\n\n Journal of Intelligent Information Systems, 61(1): 83–111. 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"Applying$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 12 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{Malburg_MAPEK_Loops_2023,\n\ttitle        = {{Applying MAPE-K control loops for adaptive workflow management in smart factories}},\n\tauthor       = {Lukas Malburg and Maximilian Hoffmann and Ralph Bergmann},\n\tyear         = 2023,\n\tjournal      = {{Journal of Intelligent Information Systems}},\n\tpages\t\t = {83--111},\n\tvolume       = {61},\n\tnumber       = {1},\n\tdoi          = {10.1007/s10844-022-00766-w},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2023_MalburgEtAl_MAPEK_Loops.pdf},\n\tkeywords     = {{Complex event processing, Automated planning, Cyber-physical environments, Smart factories, Adaptive workflow management, Process adaptation}},\n\tabstract     = {Monitoring the state of currently running processes and reacting to ad-hoc situations during runtime is a key challenge in Business Process Management (BPM). This is especially the case in cyber-physical environments that are characterized by high context sensitivity. MAPE-K control loops are widely used for self-management in these environments and describe four phases for approaching this challenge: Monitor, Analyze, Plan, and Execute. In this paper, we present an architectural solution as well as implementation proposals for using MAPE-K control loops for adaptive workflow management in smart factories. We use Complex Event Processing (CEP) techniques and the process execution states of a Workflow Management System (WfMS) in the monitoring phase. In addition, we apply automated planning techniques to resolve detected exceptional situations and to continue process execution. The experimental evaluation with a physical smart factory shows the potential of the developed approach that is able to detect failures by using IoT sensor data and to resolve them autonomously in near real time with considerable results.}\n}\n

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\n \n\n \n \n \n \n \n \n Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0.\n \n \n \n \n\n\n \n Malburg, L., Klein, P., & Bergmann, R.\n\n\n \n\n\n\n Engineering Applications of Artificial Intelligence, 126: 106727. 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"Converting$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{Malburg_ConvertingSWSToPDDL_2023,\n\ttitle = {Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0},\n\tjournal = {Engineering Applications of Artificial Intelligence},\n\tvolume = {126},\n\tpages = {106727},\n\tyear = {2023},\n\tissn = {0952-1976},\n\tdoi = {10.1016/j.engappai.2023.106727},\n\tauthor = {Lukas Malburg and Patrick Klein and Ralph Bergmann},\n\tkeywords = {Semantic web services, Industry 4.0, Automated planning, Planning domain definition language, Cyber-physical workflows},\n\tabstract = {To build intelligent manufacturing systems that react flexibly in case of failures or unexpected circumstances, manufacturing capabilities of production systems must be utilized as much as possible. Artificial Intelligence (AI) and, in particular, automated planning can contribute to this by enabling flexible production processes. To efficiently leverage automated planning, an almost complete planning domain description of the real-world is necessary. However, creating such planning descriptions is a demanding and error-prone task that requires high manual efforts even for domain experts. In addition, maintaining the encoded knowledge is laborious and, thus, can lead to outdated domain descriptions. To reduce the high efforts, already existing knowledge can be reused and transformed automatically into planning descriptions to benefit from organization-wide knowledge engineering activities. This paper presents a novel approach that reduces the described efforts by reusing existing knowledge for planning and scheduling in Industry 4.0 (I4.0). For this purpose, requirements for developing a converter that transforms existing knowledge are derived from literature. Based on these requirements, the SWS2PDDL converter is developed that transforms the knowledge into formal Planning Domain Definition Language (PDDL) descriptions. The approach’s usefulness is verified by a practical evaluation with a near real-world application scenario by generating failures in a physical smart factory and evaluating the generated re-planned production processes. When comparing the resulting plan quality to those achieved by using a manually modeled planning domain by a domain expert, the automatic transformation by SWS2PDDL leads to comparable or even better results without requiring the otherwise high manual modeling efforts.},\n\turl = {http://www.wi2.uni-trier.de/shared/publications/2023_Malburg_ConvertingSemanticServicesToPDDL.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n A framework for AI-based self-adaptive cyber-physical process systems.\n \n \n \n \n\n\n \n Guldner, A., Hoffmann, M., Lohr, C., Machhamer, R., Malburg, L., Morgen, M., Rodermund, S. C., Schäfer, F., Schaupeter, L., Schneider, J., Theusch, F., Bergmann, R., Dartmann, G., Kuhn, N., Naumann, S., Timm, I. J., Vette-Steinkamp, M., & Weyers, B.\n\n\n \n\n\n\n it - Information Technology, 65(3). 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{Guldner_AICPPS_2023,\n\turl = {https://doi.org/10.1515/itit-2023-0001},\n\ttitle = {A framework for AI-based self-adaptive cyber-physical process systems},\n\tauthor = {Achim Guldner and Maximilian Hoffmann and Christian Lohr and Rüdiger Machhamer and Lukas Malburg and Marlies Morgen and Stephanie C. Rodermund and Florian Schäfer and Lars Schaupeter and Jens Schneider and Felix Theusch and Ralph Bergmann and Guido Dartmann and Norbert Kuhn and Stefan Naumann and Ingo J. Timm and Matthias Vette-Steinkamp and Benjamin Weyers},\n\tjournal = {it - Information Technology},\n\tvolume = {65},\n\tnumber = {3},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2023_Guldner_AICPPS.pdf},\n\tdoi = {doi:10.1515/itit-2023-0001},\n\tkeywords     = {{Artiﬁcial Intelligence, Business Process Managemenet, Cyber-Physical Systems, Framework, Green AI, Process-Aware Information System}},\n\tabstract     = {{Digital transformation is both an opportunity and a challenge. To take advantage of this opportunity for humans and the environment, the transformation process must be understood as a design process that affects almost all areas of life. In this paper, we investigate AI-Based Self-Adaptive Cyber-Physical Process Systems (AI-CPPS) as an extension of the traditional CPS view. As contribution, we present a framework that addresses challenges that arise from recent literature. The aim of the AI-CPPS framework is to enable an adaptive integration of IoT environments with higher-level process-oriented systems. In addition, the\nframework integrates humans as actors into the system, which is often neglected by recent related approaches. The framework consists of three layers, i.e., processes, semantic modeling, and systems and actors, and we describe for each layer challenges and solution outlines for application. We also address the requirement to enable the integration of new networked devices under the premise of a targeted process that is optimally designed for humans, while profitably integrating AI and IoT. It is expected that AI-CPPS can contribute significantly to increasing sustainability and quality of life and offer solutions to pressing problems such as environmental protection, mobility, or demographic change. Thus, it is all the more important that the systems themselves do not become a driver of resource consumption.}},\n\tyear = {2023}\n}\n

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\n \n\n \n \n \n \n \n \n DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs.\n \n \n \n \n\n\n \n Mangler, J., Grüger, J., Malburg, L., Ehrendorfer, M., Bertrand, Y., Benzin, J., Rinderle-Ma, S., Serral Asensio, E., & Bergmann, R.\n\n\n \n\n\n\n Future Internet, 15(3). 2023.\n \n\n\n\n
\n\n\n\n \n \n $\"DataStream$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{Mangler_DataStreamExtension_2023,\n\ttitle        = {{DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs}},\n\tauthor       = {Mangler, Juergen and Grüger, Joscha and Malburg, Lukas and Ehrendorfer, Matthias and Bertrand, Yannis and Benzin, Janik-Vasily and Rinderle-Ma, Stefanie and Serral Asensio, Estefania and Bergmann, Ralph},\n\tyear         = 2023,\n\tjournal      = {Future Internet},\n\tvolume       = 15,\n\tnumber       = 3,\n\tdoi          = {10.3390/fi15030109},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2023_ManglerEtAl_DataStreamExtension.pdf},\n\tabstract     = {{The Internet of Things (IoT) has been shown to be very valuable for Business Process Management (BPM), for example, to better track and control process executions. While IoT actuators can automatically trigger actions, IoT sensors can monitor the changes in the environment and the humans involved in the processes. These sensors produce large amounts of discrete and continuous data streams, which hold the key to understanding the quality of the executed processes. However, to enable this understanding, it is needed to have a joint representation of the data generated by the process engine executing the process, and the data generated by the IoT sensors. In this paper, we present an extension of the event log standard format XES called DataStream. DataStream enables the connection of IoT data to process events, preserving the full context required for data analysis, even when scenarios or hardware artifacts are rapidly changing. The DataStream extension is designed based on a set of goals and evaluated by creating two datasets for real-world scenarios from the transportation/logistics and manufacturing domains.}},\n\tkeywords     = {{Process Management, Industry 4.0, IoT data, Process Mining, XES}}\n}\n

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\n \n\n \n \n \n \n \n \n Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning.\n \n \n \n \n\n\n \n Pauli, J., Hoffmann, M., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the 36th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2023, Clearwater Beach, Florida, USA, 2023. \n \n\n\n\n
\n\n\n\n \n \n $\"Similarity-Based$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{pauli_transfer_learning_2023,\n\ttitle        = {{Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning}},\n\tauthor       = {Pauli, Johannes and Hoffmann, Maximilian and Bergmann, Ralph},\n\tyear         = 2023,\n\tbooktitle    = {Proceedings of the 36th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2023, Clearwater Beach, Florida, USA},\n\tdoi          = {10.32473/flairs.36.133040},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2023_Pauli_FLAIRS.pdf},\n\tabstract     = {Similarity-based retrieval of semantic graphs is a crucial task of Process-Oriented Case-Based Reasoning (POCBR) that is usually complex and time-consuming, as it requires some kind of inexact graph matching. Previous work tackles this problem by using Graph Neural Networks (GNNs) to learn pairwise graph similarities. In this paper, we present a novel approach that improves on the GNN-based case retrieval with a Transfer Learning (TL) setup, composed of two phases: First, the pretraining phase trains a model for assessing the similarities between graph nodes and edges and their semantic annotations. Second, the pretrained model is then integrated into the GNN model by either using fine-tuning, i.e., the parameters of the pretrained model are further trained, or feature extraction, i.e., the parameters of the pretrained model are converted to constants. The experimental evaluation examines the quality and performance of the models based on TL compared to the GNN models from previous work for three semantic graph domains with various properties. The results show the great potential of the proposed approach for reducing the similarity prediction error and the training time.}\n}\n

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\n \n\n \n \n \n \n \n \n Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Hoffmann, M., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the 36th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2023, Clearwater Beach, Florida, USA, 2023. \n \n\n\n\n
\n\n\n\n \n \n $\"Ranking-Based$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{hoffmann_ltr_2023,\n\ttitle        = {{Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning}},\n\tauthor       = {Hoffmann, Maximilian and Bergmann, Ralph},\n\tyear         = 2023,\n\tbooktitle    = {Proceedings of the 36th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2023, Clearwater Beach, Florida, USA},\n\tdoi          = {10.32473/flairs.36.133039},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2023_Hoffmann_FLAIRS.pdf},\n\tabstract     = {In Process-Oriented Case-Based Reasoning (POCBR), experiential knowledge from previous problem-solving situations is retrieved from a case base to be reused for upcoming problems. The task of retrieval is approached in previous work by using Graph Neural Networks (GNNs) to learn workflow similarities which are, in turn, used to find similar workflows w.r.t. a query workflow. This paper is motivated by the fact that these GNNs are mostly used for predicting the similarity between two workflows (query and case), while the retrieval in CBR is only concerned with the ranking of the most similar workflows from the case base w.r.t. the query. Thus, we propose a novel approach to extend the GNN-based workflow retrieval by a Learning-to-Rank (LTR) component where rankings instead of similarities between cases are predicted. The main contribution of this paper addresses the changes to the GNNs from previous work, such that their model architecture predicts pairwise preferences between cases w.r.t. a query and that they can be trained using labeled preference data. In order to transform these preferences into a case ranking, we also describe rank aggregation methods with different levels of computational complexity. The experimental evaluation compares different models for predicting similarities and rankings in case retrieval scenarios. The results indicate the potential of our ranking-based approach in significantly improving retrieval quality with only small impacts on the performance.}\n}\n

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\n \n\n \n \n \n \n \n \n SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation.\n \n \n \n \n\n\n \n Grüger, J., Geyer, T., Jilg, D., & Bergmann, R.\n\n\n \n\n\n\n In Montali, M., Senderovich, A., & Weidlich, M., editor(s), Process Mining Workshops - ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers, volume 468, of Lecture Notes in Business Information Processing, pages 328–340, 2022. Springer Nature Switzerland\n \n\n\n\n
\n\n\n\n \n \n $\"SAMPLE:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{GruegerGJB2022,\n  author       = {Joscha Gr{\\"{u}}ger and\n                  Tobias Geyer and\n                  David Jilg and\n                  Ralph Bergmann},\n  editor       = {Marco Montali and\n                  Arik Senderovich and\n                  Matthias Weidlich},\n  title        = {{SAMPLE:} {A} Semantic Approach for Multi-perspective Event Log Generation},\n  booktitle    = {Process Mining Workshops - {ICPM} 2022 International Workshops, Bozen-Bolzano,\n                  Italy, October 23-28, 2022, Revised Selected Papers},\n  series       = {Lecture Notes in Business Information Processing},\n  volume       = {468},\n  pages        = {328--340},\n  publisher    = {Springer Nature Switzerland},\n  year         = {2022},\n  url          = {https://link.springer.com/chapter/10.1007/978-3-031-27815-0_24},\n  doi          = {10.1007/978-3-031-27815-0\\_24},\n  timestamp    = {Fri, 26 May 2023 07:40:33 +0200},\n  biburl       = {https://dblp.org/rec/conf/icpm/GrugerGJB22.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org},\n  abstract = {Data and process mining techniques can be applied in many areas to gain valuable insights. For many reasons, accessibility to real-world business and medical data is severely limited. However, research, but especially the development of new methods, depends on a sufficient basis of realistic data. Due to the lack of data, this progress is hindered. This applies in particular to domains that use personal data, such as healthcare. With adequate quality, synthetic data can be a solution to this problem. In the procedural field, some approaches have already been presented that generate synthetic data based on a process model. However, only a few have included the data perspective so far. Data semantics, which is crucial for the quality of the generated data, has not yet been considered. Therefore, in this paper we present the multi-perspective event log generation approach SAMPLE that considers the data perspective and, in particular, its semantics. The evaluation of the approach is based on a process model for the treatment of malignant melanoma. As a result, we were able to integrate the semantic of data into the log generation process and identify new challenges.",\nisbn="978-3-031-27815-0}\n}\n\n

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\n \n\n \n \n \n \n \n \n KI 2022: Advances in Artificial Intelligence - 45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings.\n \n \n \n \n\n\n \n Bergmann, R., Malburg, L., Rodermund, S. C., & Timm, I. J.,\n editors.\n \n\n\n \n\n\n\n Volume 13404, of Lecture Notes in Computer Science.Springer. 2022.\n \n\n\n\n
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@proceedings{Bergmann.2022_KIProceedings,\n  editor       = {Ralph Bergmann and Lukas Malburg and Stephanie C. Rodermund and Ingo J. Timm},\n  title        = {{KI 2022: Advances in Artificial Intelligence - 45th German Conference\n                  on AI, Trier, Germany, September 19-23, 2022, Proceedings}},\n  series       = {Lecture Notes in Computer Science},\n  volume       = {13404},\n  publisher    = {Springer},\n  year         = {2022},\n  url          = {http://www.wi2.uni-trier.de/shared/publications/FrontMatter_KI_2022.pdf},\n  doi          = {10.1007/978-3-031-15791-2},\n  isbn         = {978-3-031-15790-5}\n}\n\n

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\n \n\n \n \n \n \n \n \n Improving Automated Hyperparameter Optimization with Case-Based Reasoning.\n \n \n \n \n\n\n \n Hoffmann, M., & Bergmann, R.\n\n\n \n\n\n\n In Keane, M. T., & Wiratunga, N., editor(s), Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings, volume 13405, of Lecture Notes in Computer Science, pages 273–288, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Improving$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 22 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{hoffmann_hyperparameters_2022,\n\ttitle        = {{Improving Automated Hyperparameter Optimization with Case-Based Reasoning}},\n\tauthor       = {Maximilian Hoffmann and Ralph Bergmann},\n\tyear         = 2022,\n\tbooktitle    = {Case-Based Reasoning Research and Development - 30th International Conference, {ICCBR} 2022, Nancy, France, September 12-15, 2022, Proceedings},\n\tpublisher    = {Springer},\n\tseries       = {Lecture Notes in Computer Science},\n\tvolume       = 13405,\n\tpages        = {273--288},\n\tdoi          = {10.1007/978-3-031-14923-8\\_18},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2022_ICCBR__Hyperparameter_Optimization_with_CBR.pdf},\n\teditor       = {Mark T. Keane and Nirmalie Wiratunga},\n\tabstract     = {The hyperparameter configuration of machine learning models has a great influence on their performance. These hyperparameters are often set either manually w. r. t. to the experience of an expert or by an Automated Hyperparameter Optimization (HPO) method. However, integrating experience knowledge into HPO methods is challenging. Therefore, we propose the approach HypOCBR (Hyperparameter Optimization with Case-Based Reasoning) that uses Case-Based Reasoning (CBR) to improve the optimization of hyperparameters. HypOCBR is used as an addition to HPO methods and builds up a case base of sampled hyperparameter vectors with their loss values. The case base is then used to retrieve hyperparameter vectors given a query vector and to make decisions whether to proceed trialing with this query or abort and sample another vector. The experimental evaluation investigates the suitability of HypOCBR for two deep learning setups of varying complexity. It shows its potential to improve the optimization results, especially in complex scenarios with limited optimization time.}\n}\n

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\n \n\n \n \n \n \n \n \n GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Hoffmann, M., Malburg, L., Bach, N., & Bergmann, R.\n\n\n \n\n\n\n In Keane, M. T., & Wiratunga, N., editor(s), Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings, volume 13405, of Lecture Notes in Computer Science, pages 240–255, 2022. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"GPU-Based$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 12 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{hoffmann_gpu_astar_2022,\n\ttitle        = {{GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning}},\n\tauthor       = {Maximilian Hoffmann and Lukas Malburg and Nico Bach and Ralph Bergmann},\n\tyear         = 2022,\n\tbooktitle    = {Case-Based Reasoning Research and Development - 30th International Conference, {ICCBR} 2022, Nancy, France, September 12-15, 2022, Proceedings},\n\tpublisher    = {Springer},\n\tseries       = {Lecture Notes in Computer Science},\n\tvolume       = 13405,\n\tpages        = {240--255},\n\tdoi          = {10.1007/978-3-031-14923-8\\_16},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2022_ICCBR__A_Star_GPU.pdf},\n\teditor       = {Mark T. Keane and Nirmalie Wiratunga},\n\tabstract     = {In Process-Oriented Case-Based Reasoning (POCBR), determining the similarity between cases represented as semantic graphs often requires some kind of inexact graph matching, which generally is an NP-hard problem. Heuristic search algorithms such as A* search have been successfully applied for this task, but the computational performance is still a limiting factor for large case bases. As related work shows a great potential for accelerating A* search by using GPUs, we propose a novel approach called AMonG for efficiently computing graph similarities with an A* graph matching process involving GPU computing. The three-phased matching process distributes the search process over multiple search instances running in parallel on the GPU. We develop and examine different strategies within these phases that allow to customize the matching process adjusted to the problem situation to be solved. The experimental evaluation compares the proposed GPU-based approach with a pure CPU-based one. The results clearly demonstrate that the GPU-based approach significantly outperforms the CPU-based approach in a retrieval scenario, leading to an average speedup factor of 16.}\n}\n

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\n \n\n \n \n \n \n \n \n Towards Adaptive Workflow Management by Case-Based Reasoning and Automated Planning.\n \n \n \n \n\n\n \n Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n In Reuss, P., & Schönborn, J., editor(s), Workshops Proceedings for the Thirtieth International Conference on Case-Based Reasoning co-located with the Thirtieth International Conference on Case-Based Reasoning (ICCBR 2022), Nancy, France, September 12-15, 2022, volume 3389, of CEUR Workshop Proceedings, pages 211–220, 2022. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Malburg_AdaptiveWorkflowManagement_2022,\n\ttitle        = {{Towards Adaptive Workflow Management by Case-Based Reasoning and Automated Planning}},\n\tauthor       = {Malburg, Lukas and Bergmann, Ralph},\n\tyear         = 2022,\n\tbooktitle    = {{Workshops Proceedings for the Thirtieth International Conference on Case-Based Reasoning co-located with the Thirtieth International Conference on Case-Based Reasoning {(ICCBR} 2022), Nancy, France, September 12-15, 2022}},\n\tpublisher    = {CEUR-WS.org},\n\tvolume       = {3389},\n\tpages        = {211--220},\n\tseries       = {{CEUR} Workshop Proceedings},\n\teditor       = {Pascal Reuss and Jakob Schönborn},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2023_Malburg_ICCBR.pdf},\n\tkeywords     = {{Case-Based Reasoning, Automated Planning, Industry 4.0, Adaptive Workflow Management, Cyber-Physical Workflows}},\n\tabstract     = {Adaptive workflow management is an important topic in recent years, as increasing dynamics due to growing customer demands and faster changing market conditions require more flexibility in workflows. This is especially the case for rigid and rather standardized production processes that cannot be easily modified, if, for example, a breakdown occurs in one of the production lines. The goal of the Fourth Industrial Revolution (Industry 4.0), is to provide, among others, more flexible and cost-effective processes in companies by using Artificial Intelligence (AI) methods. In this paper, we present 1) a framework for adaptive workflow management for IoT-enhanced manufacturing processes and 2) an idea for a new adaptation method that combines Case-Based Reasoning (CBR) and automated planning. In this context, we discuss the benefits of such a synergistic combination and introduce the framework and the individual phases according to the 4R (Retrieve, Reuse, Revise, Retain) CBR cycle. In addition, we present our physical factory simulation model that can be used to evaluate the suitability of developed research artifacts.}\n}\n

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\n \n\n \n \n \n \n \n \n Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning.\n \n \n \n \n\n\n \n Zeyen, C., Koch, R., Schwarz, S., Maus, H., & Bergmann, R.\n\n\n \n\n\n\n In Reuss, P., & Schönborn, J., editor(s), ICCBR POCBR’22: Workshop on Process-Oriented Case-based Reasoning at ICCBR-2022, September 2022, Nancy, France, of CEUR Workshop Proceedings, 2022. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Zeyen_myRPA_2022,\n\ttitle        = {{Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning}},\n\tauthor       = {Zeyen, Christian and Koch, Rudolf, and Schwarz, Sven and Maus, Heiko and Bergmann, Ralph},\n\tyear         = 2022,\n\tbooktitle    = {{ICCBR POCBR’22: Workshop on Process-Oriented Case-based Reasoning at ICCBR-2022, September 2022, Nancy, France}},\n\tpublisher    = {CEUR-WS.org},\n\tseries       = {{CEUR} Workshop Proceedings},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2022_ZeyenEtal_myRPA_ICCBR.pdf},\n\teditor       = {Pascal Reuss and Jakob Schönborn}\n}\n

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\n \n\n \n \n \n \n \n \n FlexiTeam: Flexible Team andWork Organization using Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Mathew, D., Bergmann, R., Weyers, B., Ellwart, T., Bohrmann, D., & Hölzchen, E.\n\n\n \n\n\n\n In Reuss, P., & Schönborn, J., editor(s), ICCBR POCBR’22: Workshop on Process-Oriented Case-based Reasoning at ICCBR-2022, September 2022, Nancy, France, of CEUR Workshop Proceedings, 2022. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"FlexiTeam:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Mathew_FlexiTeams_2022,\n\ttitle        = {{FlexiTeam: Flexible Team andWork Organization using Process-Oriented Case-Based Reasoning}},\n\tauthor       = {Mathew, Ditty and Bergmann, Ralph and Weyers, Benjamin and Ellwart, Thomas and Bohrmann, Dominique and Hölzchen, Ericson},\n\tyear         = 2022,\n\tbooktitle    = {{ICCBR POCBR’22: Workshop on Process-Oriented Case-based Reasoning at ICCBR-2022, September 2022, Nancy, France}},\n\tpublisher    = {CEUR-WS.org},\n\tseries       = {{CEUR} Workshop Proceedings},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2022_Mathewetal_ICCBR.pdf},\n\teditor       = {Pascal Reuss and Jakob Schönborn}\n}\n

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\n \n\n \n \n \n \n \n \n ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks.\n \n \n \n \n\n\n \n Hoffmann, M., Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n In Marrella, A., & Weber, B., editor(s), Business Process Management Workshops - BPM 2021, Rome, Italy, September 6 - 10, 2021, volume 436, of Lecture Notes in Business Information Processing, pages 43–55, 2022. Springer.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"ProGAN:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 18 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{Hoffmann.2022_ProGAN,\n\ttitle        = {{ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks}},\n\tauthor       = {Maximilian Hoffmann and Lukas Malburg and Ralph Bergmann},\n\tyear         = 2022,\n\tbooktitle    = {Business Process Management Workshops - {BPM} 2021, Rome, Italy, September 6 - 10, 2021},\n\tpublisher    = {Springer.},\n\tseries       = {Lecture Notes in Business Information Processing},\n\tvolume       = 436,\n\tpages        = {43--55},\n\tdoi          = {10.1007/978-3-030-94343-1\\_4},\n\turl          = {https://doi.org/10.1007/978-3-030-94343-1\\_4},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2022_AI4BPM_HoffmannEtal_ProGAN.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Andrea Marrella and Barbara Weber},\n\tkeywords     = {{Business process prediction, Generative Adversarial Networks, Flexibility by change, Process adaptation}},\n\tabstract     = {Monitoring the state of currently running processes and reacting to deviations during runtime is a key challenge in Business Process Management (BPM). The MAPE-K control loop describes four phases for approaching this challenge: Monitor, Analyze, Plan, Execute. In this paper, we present the ProGAN framework, an idea of an approach for implementing the monitor, analyze, and plan phases of MAPE-K. For this purpose, we leverage a deep learning architecture that builds upon Generative Adversarial Networks (GANs): The discriminator is used for monitoring the process in its environment by using sensor data and for detecting deviations w.r.t. the desired process state (monitor phase). The generator is used afterwards for analyzing the detected deviation and its symptoms as well as for adapting the current process to resolve the deviation and to restore the desired state. Both components are trained together by utilizing each other's feedback in a self-supervised way. We demonstrate the application of our approach for an exemplary scenario in the manufacturing domain.}\n}\n

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\n \n\n \n \n \n \n \n \n Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Hoffmann, M., & Bergmann, R.\n\n\n \n\n\n\n Algorithms, 15(2). 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 19 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{Hoffmann.2022_GraphEmbeddingPOCBR,\n\ttitle        = {{Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning}},\n\tauthor       = {Maximilian Hoffmann and Ralph Bergmann},\n\tyear         = 2022,\n\tjournal      = {Algorithms},\n\tvolume       = 15,\n\tnumber       = 2,\n\tdoi          = {10.3390/a15020027},\n\tissn         = {1999-4893},\n\turl          = {https://www.mdpi.com/1999-4893/15/2/27/pdf},\n\tabstract     = {Similarity-based retrieval of semantic graphs is a core task of Process-Oriented Case-Based Reasoning (POCBR) with applications in real-world scenarios, e.g., in smart manufacturing. The involved similarity computation is usually complex and time-consuming, as it requires some kind of inexact graph matching. To tackle these problems, we present an approach to modeling similarity measures based on embedding semantic graphs via Graph Neural Networks (GNNs). Therefore, we first examine how arbitrary semantic graphs, including node and edge types and their knowledge-rich semantic annotations, can be encoded in a numeric format that is usable by GNNs. Given this, the architecture of two generic graph embedding models from the literature is adapted to enable their usage as a similarity measure for similarity-based retrieval. Thereby, one of the two models is more optimized towards fast similarity prediction, while the other model is optimized towards knowledge-intensive, more expressive predictions. The evaluation examines the quality and performance of these models in preselecting retrieval candidates and in approximating the ground-truth similarities of a graph-matching-based similarity measure for two semantic graph domains. The results show the great potential of the approach for use in a retrieval scenario, either as a preselection model or as an approximation of a graph similarity measure.}\n}\n

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\n \n\n \n \n \n \n \n \n Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Kumar, R., Schultheis, A., Malburg, L., Hoffmann, M., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the 35th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2022, Hutchinson Island, Jensen Beach, Florida, USA, 2022. \n \n\n\n\n
\n\n\n\n \n \n $\"Considering$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{kumar_dependencyretrieval_2022,\n\ttitle        = {{Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning}},\n\tauthor       = {Kumar, Rahol and Schultheis, Alexander and Malburg, Lukas and Hoffmann, Maximilian and Bergmann, Ralph},\n\tyear         = 2022,\n\tbooktitle    = {Proceedings of the 35th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2022, Hutchinson Island, Jensen Beach, Florida, USA},\n\tdoi          = {10.32473/flairs.v35i.130680},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2022_Kumar_FLAIRS.pdf},\n\tabstract     = {In Case-Based Reasoning (CBR), knowledge gained from previously experienced problem-solving situations is stored as cases that can be used to solve similar upcoming problems. Although these cases act as independent knowledge entities, dependencies between cases are common in real-world scenarios, despite being only rarely considered during case retrieval or other CBR phases. In this paper, we introduce so-called inter-case dependencies, which are considered in the context of Process-Oriented CBR (POCBR). Therefore, we 1) derive requirements that must be satisfied for considering dependencies during the retrieval phase, 2) analyze which knowledge representations are suitable for representing dependencies between cases, and, 3) present our approach for Dependency-Guided Retrieval (DGR) that considers these dependencies between cases during the retrieval phase. In the experimental evaluation, the proposed DGR approach is compared to a regular CBR approach in case retrieval scenarios from the cooking domain. The results demonstrate that the use of the DGR approach leads to significantly reduced times for human problem-solving compared to regular CBR.}\n}\n

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\n \n\n \n \n \n \n \n \n Integrating process management and event processing in smart factories: A systems architecture and use cases.\n \n \n \n \n\n\n \n Seiger, R., Malburg, L., Weber, B., & Bergmann, R.\n\n\n \n\n\n\n Journal of Manufacturing Systems, 63: 575–592. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Integrating$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 21 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{seiger_process_management_smart_factories_2022,\n\ttitle        = {{Integrating process management and event processing in smart factories: A systems architecture and use cases}},\n\tauthor       = {Seiger, Ronny and Malburg, Lukas and Weber, Barbara and Bergmann, Ralph},\n\tyear         = 2022,\n\tjournal      = {{Journal of Manufacturing Systems}},\n\tvolume       = 63,\n\tpages        = {575--592},\n\tdoi          = {10.1016/j.jmsy.2022.05.012},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2022_Seiger_JOMS.pdf},\n\tabstract     = {The developments of new concepts for an increased digitization of manufacturing industries in the context of Industry 4.0 have brought about novel system architectures and frameworks for smart production systems. These range from generic frameworks for Industry 4.0 to domain-specific architectures for Industrial Internet of Things (IIoT). While most of the approaches include a service-based architecture for selective integration with enterprise systems, a close two-way integration of the production control systems and IIoT sensors and actuators with Process-Aware Information Systems (PAIS) on the management level for automation and mining of production processes is rarely discussed. This fusion of Business Process Management (BPM) with IIoT can be mutually beneficial for both research areas, but is still in its infancy. We propose a systems architecture for IIoT that shows how to integrate the low-level hardware components – sensors and actuators – of a smart factory with BPM systems. We discuss the software components and their interactions to address challenges of device encapsulation, integration of sensor events, and interaction with existing BPM systems. This integration is demonstrated within several use cases regarding process modeling, automation and mining for a smart factory model, showing benefits of using BPM technologies to analyze, control, and adapt discrete production processes in IIoT.}\n}\n

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\n \n\n \n \n \n \n \n \n SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data.\n \n \n \n \n\n\n \n Grüger, J., Malburg, L., Mangler, J., Bertrand, Y., Rinderle-Ma, S., Bergmann, R., & Serral Asensio, E.\n\n\n \n\n\n\n CoRR, abs/2206.11392. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"SensorStream:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{Grueger.2022_SensorStreamExtension,\n\ttitle        = {{SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data}},\n\tauthor       = {Joscha Grüger and Lukas Malburg and Jürgen Mangler and Yannis Bertrand and Stefanie Rinderle-Ma and Ralph Bergmann and Estefanía {Serral Asensio}},\n\tyear         = 2022,\n\tjournal      = {CoRR},\n\tvolume       = {abs/2206.11392},\n\turl          = {https://arxiv.org/abs/2206.11392},\n\tarchiveprefix = {arXiv},\n\teprint       = {2206.11392},\n\tabstract     = {Process management and process orchestration/execution are currently hot topics; prevalent trends such as automation and Industry 4.0 require solutions which allow domain-experts to easily model and execute processes in various domains, including manufacturing and health-care. These domains, in turn, rely on a tight integration between hardware and software, i.e. via the Internet of Things (IoT). While process execution is about actuation, i.e. actively triggering actions and awaiting their completion, accompanying IoT sensors monitor humans and the environment. These sensors produce large amounts of procedural, discrete, and continuous data streams, that hold the key to understanding the quality of process subjects (e.g. produced parts), outcome (e.g. quantity and quality), and error causes. Processes constantly evolve in conjunction with their IoT environment. This requires joint storage of data generated by processes, with data generated by the IoT sensors is therefore needed. In this paper, we present an extension of the process log standard format XES, namely SensorStream. SensorStream enables to connect IoT data to process events, as well as a set of semantic annotations to describe the scenario and environment during data collection. This allows to preserve the full context required for data-analysis, so that logs can be analyzed even when scenarios or hardware artifacts are rapidly changing. Through additional semantic annotations, we envision the XES extension log format to be a solid based for the creation of a (semi-)automatic analysis pipeline, which can support domain experts by automatically providing data visualization, or even process insights.}\n}\n

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\n \n\n \n \n \n \n \n \n An IoT-Enriched Event Log for Process Mining in Smart Factories.\n \n \n \n \n\n\n \n Malburg, L., Grüger, J., & Bergmann, R.\n\n\n \n\n\n\n CoRR, abs/2209.02702. 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"An$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{Malburg.2022_IoTEnrichedEventLog,\n\ttitle        = {{An IoT-Enriched Event Log for Process Mining in Smart Factories}},\n\tauthor       = {Lukas Malburg and Joscha Grüger and Ralph Bergmann},\n\tyear         = 2022,\n\tjournal      = {CoRR},\n\tvolume       = {abs/2209.02702},\n\turl          = {https://arxiv.org/abs/2209.02702},\n\tarchiveprefix = {arXiv},\n\teprint       = {2209.02702},\n\tabstract     = {Modern technologies such as the Internet of Things (IoT) are becoming increasingly important in various domains, including Business Process Management (BPM) research. One main research area in BPM is process mining, which can be used to analyze event logs, e.g., for checking the conformance of running processes. However, there are only a few IoT-based event logs available for research purposes. Some of them are artificially generated and the problem occurs that they do not always completely reflect the actual physical properties of smart environments. In this paper, we present an IoT-enriched XES event log that is generated by a physical smart factory. For this purpose, we create the SensorStream XES extension for representing IoT-data in event logs. Finally, we present some preliminary analysis and properties of the log.}\n}\n

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\n \n\n \n \n \n \n \n \n CGK4PM: Towards a Methodology for the Systematic Generation of Clinical Guideline Process Models and the Utilization of Conformance Checking.\n \n \n \n \n\n\n \n Grüger, J., Geyer, T., Bergmann, R., & Braun, S.\n\n\n \n\n\n\n BioMedInformatics, 2: 359–374. 06 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"CGK4PM:$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{articlegr22,\n\ttitle        = {CGK4PM: Towards a Methodology for the Systematic Generation of Clinical Guideline Process Models and the Utilization of Conformance Checking},\n\tauthor       = {Grüger, Joscha and Geyer, Tobias and Bergmann, Ralph and Braun, Stephan},\n\tyear         = 2022,\n\tmonth        = {06},\n\tjournal      = {BioMedInformatics},\n\tvolume       = 2,\n\tpages        = {359--374},\n\tdoi          = {10.3390/biomedinformatics2030023},\n\turl          = {https://www.mdpi.com/2673-7426/2/3/23/pdf?version=1656334760}\n}\n

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\n \n\n \n \n \n \n \n \n Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study.\n \n \n \n \n\n\n \n Grüger, J., Geyer, T., Kuhn, M., Braun, S., & Bergmann, R.\n\n\n \n\n\n\n ,301–313. 01 2022.\n \n\n\n\n
\n\n\n\n \n \n $\"Verifying$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{grueger2022,\n\ttitle        = {Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study},\n\tauthor       = {Grüger, Joscha and Geyer, Tobias and Kuhn, Martin and Braun, StephanA and Bergmann, Ralph},\n\tyear         = 2022,\n\tmonth        = {01},\n\tpages        = {301--313},\n\tdoi          = {10.1007/978-3-030-98581-3_22},\n\tisbn         = {978-3-030-98580-6},\n\turl          = {https://link.springer.com/content/pdf/10.1007/978-3-030-98581-3.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Comparing Unsupervised Algorithms to Construct Argument Graphs.\n \n \n \n \n\n\n \n Lenz, M., Dumani, L., & Sahitaj, P.\n\n\n \n\n\n\n In Koert, D., & Minor, M., editor(s), Joint Proceedings of Workshops, Tutorials and Doctoral Consortium Co-Located with the 45rd German Conference on Artificial Intelligence, volume 3457, of CEUR Workshop Proceedings, Virtual Event, Trier, September 2022. CEUR\n \n\n\n\n
\n\n\n\n \n \n $\"Comparing$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2022ComparingUnsupervisedAlgorithms,\n\ttitle = {Comparing {{Unsupervised Algorithms}} to {{Construct Argument Graphs}}},\n\tbooktitle = {Joint {{Proceedings}} of {{Workshops}}, {{Tutorials}} and {{Doctoral Consortium}} Co-Located with the 45rd {{German Conference}} on {{Artificial Intelligence}}},\n\tauthor = {Lenz, Mirko and Dumani, Lorik and Sahitaj, Premtim},\n\teditor = {Koert, Dorothea and Minor, Mirjam},\n\tyear = {2022},\n\tmonth = sep,\n\tseries = {{{CEUR Workshop Proceedings}}},\n\tvolume = {3457},\n\tpublisher = {CEUR},\n\taddress = {Virtual Event, Trier},\n\tissn = {1613-0073},\n\turl        = {http://www.wi2.uni-trier.de/shared/publications/Lenz2022ComparingUnsupervisedAlgorithms.pdf},\n\tabstract   = {Computational argumentation has gained considerable attention in recent years. Various areas have been addressed, such as extracting arguments from natural language texts into a structured form in order to store them in an argument base, determining stances for arguments with respect to topics, determination of inferences from statements, and much more. After so much progress has been made in the isolated tasks, in this paper we address the next level and aim to advance the automatic generation of argument graphs. To this end, we investigate various unsupervised methods for constructing the graphs and measure the performance with different metrics on three different datasets. Our implementation is publicly available on GitHub under the permissive MIT license.},\n}\n\n

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\n \n\n \n \n \n \n \n \n User-Centric Argument Mining with ArgueMapper and Arguebuf.\n \n \n \n \n\n\n \n Lenz, M., & Bergmann, R.\n\n\n \n\n\n\n In Computational Models of Argument, volume 353, of Frontiers in Artificial Intelligence and Applications, pages 367–368, Cardiff, Wales, 2022. IOS Press\n \n\n\n\n
\n\n\n\n \n \n $\"User-Centric$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2022UserCentricArgumentMining,\n\ttitle = {User-{{Centric Argument Mining}} with {{ArgueMapper}} and {{Arguebuf}}},\n\tbooktitle = {Computational {{Models}} of {{Argument}}},\n\tauthor = {Lenz, Mirko and Bergmann, Ralph},\n\tyear = {2022},\n\tseries = {Frontiers in {{Artificial Intelligence}} and {{Applications}}},\n\tvolume = {353},\n\tpages = {367--368},\n\tpublisher = {IOS Press},\n\taddress = {Cardiff, Wales},\n\tdoi = {10.3233/FAIA220176},\n\turl       = {http://www.wi2.uni-trier.de/shared/publications/Lenz2022UserCentricArgumentMining.pdf},\n\tabstract  = {Existing tools to create argument graphs are tailored for experts in the domain of argumentation. By taking into account the needs of experts, laymen, and developers, we propose ArgueMapper as a novel argument diagramming tool and Arguebuf as its underlying format. ArgueMapper is the first of its kind to be optimized for mobile devices and provide a discoverable interface suitable for novice users. Arguebuf provides native implementations for all major programming languages via a code generation approach. To complement Arguebuf, we provide a supercharged Python implementation that enables advanced analysis. All of our contributions support AIF and are publicly available on GitHub under the MIT license.}\n}\n\n

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\n \n\n \n \n \n \n \n \n Workshop on Text Mining and Generation (TMG): Preface.\n \n \n \n \n\n\n \n Lenz, M., Dumani, L., Bondarenko, A., & Syed, S.\n\n\n \n\n\n\n In Koert, D., & Minor, M., editor(s), Joint Proceedings of Workshops, Tutorials and Doctoral Consortium Co-Located with the 45rd German Conference on Artificial Intelligence, volume 3457, of CEUR Workshop Proceedings, Virtual Event, Trier, September 2022. CEUR\n \n\n\n\n
\n\n\n\n \n \n $\"Workshop$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2022WorkshopTextMining,\n\ttitle = {Workshop on {{Text Mining}} and {{Generation}} ({{TMG}}): {{Preface}}},\n\tbooktitle = {Joint {{Proceedings}} of {{Workshops}}, {{Tutorials}} and {{Doctoral Consortium}} Co-Located with the 45rd {{German Conference}} on {{Artificial Intelligence}}},\n\tauthor = {Lenz, Mirko and Dumani, Lorik and Bondarenko, Alexander and Syed, Shahbaz},\n\teditor = {Koert, Dorothea and Minor, Mirjam},\n\tyear = {2022},\n\tmonth = sep,\n\tseries = {{{CEUR Workshop Proceedings}}},\n\tvolume = {3457},\n\tpublisher = {CEUR},\n\taddress = {Virtual Event, Trier},\n\tissn = {1613-0073},\n\turl        = {http://www.wi2.uni-trier.de/shared/publications/Lenz2022WorkshopTextMining.pdf},\n\tabstract   = {This paper is a report on the first Text Mining and Generation Workshop (TMG), which was a one-day virtual event hosted at the German Conference on Artificial Intelligence (KI 2022) in Trier, Germany. In addition to four accepted original papers, there were three invited talks by speakers who presented their works already published at high-ranked conferences as well as one keynote by a pioneer in the two research fields relevant to the workshop.},\n}\n\n\n\n

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\n \n 2021\n \n \n (8)\n \n \n

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\n \n\n \n \n \n \n \n \n Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults.\n \n \n \n \n\n\n \n Klein, P., Weingarz, N., & Bergmann, R.\n\n\n \n\n\n\n In 2021 International Joint Conference on Neural Networks (IJCNN), pages 1–10, 2021. \n \n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 18 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{klein_SiameseNetworkPredM_2021,\n\ttitle        = {Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults},\n\tauthor       = {Klein, Patrick and Weingarz, Niklas and Bergmann, Ralph},\n\tyear         = 2021,\n\tbooktitle    = {2021 International Joint Conference on Neural Networks (IJCNN)},\n\tpages        = {1--10},\n\tdoi          = {10.1109/IJCNN52387.2021.9533544},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2021_IJCNN_SiameseNetwork_PredictiveMaintenance.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Object Detection for Smart Factory Processes by Machine Learning.\n \n \n \n \n\n\n \n Malburg, L., Rieder, M., Seiger, R., Klein, P., & Bergmann, R.\n\n\n \n\n\n\n Procedia Computer Science, 184: 581–588. 2021.\n Best Paper.\n\n\n\n
\n\n\n\n \n \n $\"Object$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 71 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{malburg_objectDetection_2021,\n\ttitle        = {{Object Detection for Smart Factory Processes by Machine Learning}},\n\tauthor       = {Lukas Malburg and Manfred-Peter Rieder and Ronny Seiger and Patrick Klein and Ralph Bergmann},\n\tyear         = 2021,\n\tjournal      = {Procedia Computer Science},\n\tbooktitle    = {The 4th International Conference on Emerging Data and Industry 4.0 (EDI40), Warsaw, Poland, March 23 - 26, 2021},\n\tpublisher    = {Elsevier.},\n\tvolume       = 184,\n\tpages        = {581--588},\n\tdoi          = {10.1016/j.procs.2021.04.009},\n\turl          = {https://doi.org/10.1016/j.procs.2021.04.009},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2021_MalburgEtAl_ObjectDetectionInSmartFactories.pdf},\n\tnote         = {Best Paper.},\n\tkeywords     = {{Process Monitoring, Object Detection, Computer Vision, Machine Learning, Industry 4.0, Cyber-Physical Production Systems}},\n\tabstract     = {The production industry is in a transformation towards more autonomous and intelligent manufacturing. In addition to more flexible production processes to dynamically respond to changes in the environment, it is also essential that production processes are continuously monitored and completed in time. Video-based methods such as object detection systems are still in their infancy and rarely used as basis for process monitoring. In this paper, we present a framework for video-based monitoring of manufacturing processes with the help of a physical smart factory simulation model. We evaluate three state-of-the-art object detection systems regarding their suitability to detect workpieces and to recognize failure situations that require adaptations. In our experiments, we are able to show that detection accuracies above 90% can be achieved with current object detection methods.}\n}\n

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\n \n\n \n \n \n \n \n \n Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning.\n \n \n \n \n\n\n \n Rietzke, E., Maletzki, C., Bergmann, R., & Kuhn, N.\n\n\n \n\n\n\n Journal on Data Semantics. 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Execution$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{RietzkeJODS.2021,\n\ttitle        = {{Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning}},\n\tauthor       = {Rietzke, Eric and Maletzki, Carsten and Bergmann, Ralph and Kuhn, Norbert},\n\tyear         = 2021,\n\tjournal      = {Journal on Data Semantics},\n\tpublisher    = {Springer Berlin Heidelberg},\n\tdoi          = {10.1007/s13740-021-00127-w},\n\tisbn         = 1374002100,\n\tissn         = {1861-2040},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2021_Rietzek_JODS_ODD-BP.pdf},\n\tabstract     = {Modeling and executing knowledge-intensive processes (KiPs) are challenging with state-of-the-art approaches, and the specific demands of KiPs are the subject of ongoing research. In this context, little attention has been paid to the ontology-driven combination of data-centric and semantic business process modeling, which finds additional motivation by enabling the division of labor between humans and artificial intelligence. Such approaches have characteristics that could allow support for KiPs based on the inferencing capabilities of reasoners. We confirm this as we show that reasoners can infer the executability of tasks based on a currently researched ontology- and data-driven business process model (ODD-BP model). Further support for KiPs by the proposed inference mechanism results from its ability to infer the relevance of tasks, depending on the extent to which their execution would contribute to process progress. Besides these contributions along with the execution perspective (start-to-end direction), we will also show how our approach can help to reach specific process goals by inferring the relevance of process elements regarding their support to achieve such goals (end-to-start direction). The elements with the most valuable process progress can be identified in the intersection of both, the execution and goal perspective. This paper will introduce this new approach and verifies its practicability with an evaluation of a KiP in the field of emergency call centers.},\n\tkeywords     = {Data-oriented business process,Inferencing,Knowledge-intensive process,Ontology,data-oriented business process,inferencing,knowledge-intensive process,ontology}\n}\n

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\n \n\n \n \n \n \n \n \n Modellierung, Visualisierung und Ausführung wissensintensiver Prozesse unter Verwendung Semantischer Technologien.\n \n \n \n \n\n\n \n Rietzke, E.\n\n\n \n\n\n\n Ph.D. Thesis, Universität Trier, 2021.\n \n\n\n\n
\n\n\n\n \n \n $\"Modellierung,$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{RietzkeDiss.2021,\n\ttitle        = {{Modellierung, Visualisierung und Ausf{\\"{u}}hrung wissensintensiver Prozesse unter Verwendung Semantischer Technologien}},\n\tauthor       = {Rietzke, Eric},\n\tyear         = 2021,\n\tpages        = 203,\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2021_Rietzke_Dissertation.pdf},\n\tschool       = {Universit{\\"a}t Trier}\n}\n

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\n \n\n \n \n \n \n \n \n Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning.\n \n \n \n \n\n\n \n Malburg, L., Hoffmann, M., Trumm, S., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the 34th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2021, North Miami Beach, Florida, USA, 2021. \n Best Student Paper.\n\n\n\n
\n\n\n\n \n \n $\"Improving$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 56 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{malburg_gpuretrieval_2021,\n\ttitle        = {{Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning}},\n\tauthor       = {Malburg, Lukas and Hoffmann, Maximilian and Trumm, Simon and Bergmann, Ralph},\n\tyear         = 2021,\n\tbooktitle    = {Proceedings of the 34th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2021, North Miami Beach, Florida, USA},\n\tdoi          = {10.32473/flairs.v34i1.128345},\n\turl          = {https://doi.org/10.32473/flairs.v34i1.128345},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2021_MalburgEtAl_ImprovingRetrievalByGPUs.pdf},\n\tnote         = {Best Student Paper.},\n\tabstract     = {The accelerated growth of available data causes case bases of increasing sizes and thus lowers efficiency during the case retrieval phase in Case-Based Reasoning (CBR) systems. Even though, many complex and data-intensive tasks are solved by using Graphic Processing Units (GPUs), its application in CBR research has yet to advance past the early stage phase. In this paper, we present an approach to use CUDA-compatible GPUs for similarity assessment of structural, feature vector based cases. Our approach supports several syntactic and semantic similarity measures and is implemented in the open-source case-based reasoning framework ProCAKE. When comparing to current retrieval techniques that calculate similarities on the CPU, our GPU-based approach outperforms them by a factor of up to 37. In addition, our evaluation indicates that the performance gains increase with higher case complexity.}\n}\n

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\n \n\n \n \n \n \n \n \n Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Hoffmann, M., & Bergmann, R.\n\n\n \n\n\n\n CoRR, abs/2106.15931. 2021.\n Presented at the IJCAI-21 workshop on Deep Learning, Case-Based Reasoning, and AutoML: Present and Future Synergies, Montreal, August 21-26\n\n\n\n
\n\n\n\n \n \n $\"Informed$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 47 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{Hoffmann.2021_InformedMLCBR,\n\ttitle        = {Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning},\n\tauthor       = {Maximilian Hoffmann and Ralph Bergmann},\n\tyear         = 2021,\n\tjournal      = {CoRR},\n\tvolume       = {abs/2106.15931},\n\turl          = {https://arxiv.org/pdf/2106.15931.pdf},\n\tnote         = {Presented at the IJCAI-21 workshop on Deep Learning, Case-Based Reasoning, and AutoML: Present and Future Synergies, Montreal, August 21-26},\n\tarchiveprefix = {arXiv},\n\teprint       = {2106.15931}\n}\n

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\n \n\n \n \n \n \n \n \n Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data.\n \n \n \n \n\n\n \n Theusch, F., Klein, P., Bergmann, R., Wilke, W., Bock, W., & Weber, A.\n\n\n \n\n\n\n In Proceedings of the European Conference of the PHM Society 2021, 2021. \n Accepted for publication.\n\n\n\n
\n\n\n\n \n \n $\"Fault$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Theusch_2021_PHMe,\n\ttitle        = {{Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data}},\n\tauthor       = {Theusch, Felix and Klein, Patrick and Bergmann, Ralph and Wilke, Wolfgang and Bock, Wolfgang and Weber, Adrian},\n\tyear         = 2021,\n\tbooktitle    = {Proceedings of the European Conference of the PHM Society 2021},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2021_PHMe_Fault_detection_and_condition_monitoring_in_district_heating_using_smart_meter_data_final.pdf},\n\tnote         = {Accepted for publication.}\n}\n

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\n \n\n \n \n \n \n \n \n The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics.\n \n \n \n \n\n\n \n Dumani, L., Biertz, M., Witry, A., Ludwig, A., Lenz, M., Ollinger, S., Bergmann, R., & Schenkel, R.\n\n\n \n\n\n\n In IEEE Proceedings of the 15th International Conference on Semantic Computing (ICSC), pages 248–255, January 2021. \n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Dumani2021ReCAPCorpusCorpus,\n\ttitle      = {The {{ReCAP Corpus}}: {{A Corpus}} of {{Complex Argument Graphs}} on {{German Education Politics}}},\n\tshorttitle = {The {{ReCAP Corpus}}},\n\tbooktitle  = {{{IEEE Proceedings}} of the 15th {{International Conference}} on {{Semantic Computing}} ({{ICSC}})},\n\tauthor     = {Dumani, Lorik and Biertz, Manuel and Witry, Alex and Ludwig, Anna-Katharina and Lenz, Mirko and Ollinger, Stefan and Bergmann, Ralph and Schenkel, Ralf},\n\tyear       = {2021},\n\tmonth      = jan,\n\tpages      = {248--255},\n\tissn       = {2325-6516},\n\tdoi        = {10.1109/ICSC50631.2021.00083},\n\turl        = {http://www.wi2.uni-trier.de/shared/publications/Dumani2021ReCAPCorpusCorpus.pdf},\n\tabstract   = {The automatic extraction of arguments from natural language texts is a highly researched area and more important than ever today, as it is nearly impossible to manually capture all arguments on a controversial topic in a reasonable amount of time. For testing different algorithms such as the retrieval of the best arguments, which are still in their infancy, gold standards must exist. An argument consists of a claim or standpoint that is supported or opposed by at least one premise. The generic term for a claim or premise is Argumentative Discourse Unit (ADU). The relationships between ADUs can be specified by argument schemes and can lead to large graphs. This paper presents a corpus of 100 argument graphs with about 2,500 ADUs in German, which is unique in its size and the utilisation of argument schemes. The corpus is built from natural language texts like party press releases and parliamentary motions on education policies in the German federal states. Each high-quality text is presented by an argument graph and created by the use of a modified version of the annotation tool OVA. The final argument graphs resulted by merging two previously independently annotated graphs based on detailed discussions.}\n}\n

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\n \n\n \n \n \n \n \n \n A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution.\n \n \n \n \n\n\n \n Schake, E., Grumbach, L., & Bergmann, R.\n\n\n \n\n\n\n In Watson, I., & Weber, R., editor(s), Case-Based Reasoning Research and Development: 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings, of Lecture Notes in Artificial Intelligence, 2020. Springer\n Accepted for publication. The original publication will be available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 20 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schake_2020,\n\ttitle        = {{A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution}},\n\tauthor       = {Schake, Erik and Grumbach, Lisa and Bergmann, Ralph},\n\tyear         = 2020,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}: 28th {International} {Conference}, {ICCBR} 2020, {Salamanca}, {Spain}, {June} 8-12, 2020, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2020_Case_Retrieval_for_Workflow_Flexibility.pdf},\n\tnote         = {Accepted for publication. The original publication will be available at www.springerlink.com},\n\teditor       = {Watson, Ian and Weber, Rosina}\n}\n

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\n \n\n \n \n \n \n \n \n Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Hoffmann, M., Malburg, L., Klein, P., & Bergmann, R.\n\n\n \n\n\n\n In Watson, I., & Weber, R. O., editor(s), Case-Based Reasoning Research and Development - 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings, volume 12311, of Lecture Notes in Computer Science, pages 229–244, 2020. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 77 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{hoffmann_graph_embedding_2020,\n\ttitle        = {{Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning}},\n\tauthor       = {Maximilian Hoffmann and Lukas Malburg and Patrick Klein and Ralph Bergmann},\n\tyear         = 2020,\n\tbooktitle    = {Case-Based Reasoning Research and Development - 28th International Conference, {ICCBR} 2020, Salamanca, Spain, June 8-12, 2020, Proceedings},\n\tpublisher    = {Springer},\n\tseries       = {Lecture Notes in Computer Science},\n\tvolume       = 12311,\n\tpages        = {229--244},\n\tdoi          = {10.1007/978-3-030-58342-2\\_15},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2020_ICCBR__Workflow_Graph_Embedding.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Ian Watson and Rosina O. Weber},\n\tabstract     = {Similarity-based retrieval of semantic graphs is widely used in real-world scenarios, e.g., in the domain of business workflows. To tackle the problem of complex and time-consuming graph similarity computations during retrieval, the MAC/FAC approach is used in Process- Oriented Case-Based Reasoning (POCBR), where similar graphs are extracted from a preselected set of candidate graphs. These graphs result from a similarity computation with a computationally inexpensive similarity measure. The contribution of this paper is a novel similarity measure where vector space embeddings generated by two siamese Graph Neural Networks (GNNs) are used to approximate the similarities of a precise but therefore computationally complex graph similarity measure. This includes a special scheme for encoding semantic graphs to be used in the neural networks. The evaluation examines the quality and performance of these models in preselecting retrieval candidates and in approximating the ground-truth similarities of the graph similarity measure. The results show great potential of the approach for being used in a MAC/FAC scenario, either as a preselection model or as an approximation of the graph similarity measure.}\n}\n

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\n \n\n \n \n \n \n \n \n A*-Based Similarity Assessment of Semantic Graphs.\n \n \n \n \n\n\n \n Zeyen, C., & Bergmann, R.\n\n\n \n\n\n\n In Watson, I., & Weber, R. O., editor(s), Case-Based Reasoning Research and Development - 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings, volume 12311, of Lecture Notes in Computer Science, pages 17–32, 2020. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"A*-Based$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 40 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{zeyen_astar_2020,\n\ttitle        = {A*-Based Similarity Assessment of Semantic Graphs},\n\tauthor       = {Christian Zeyen and Ralph Bergmann},\n\tyear         = 2020,\n\tbooktitle    = {Case-Based Reasoning Research and Development - 28th International Conference, {ICCBR} 2020, Salamanca, Spain, June 8-12, 2020, Proceedings},\n\tpublisher    = {Springer},\n\tseries       = {Lecture Notes in Computer Science},\n\tvolume       = 12311,\n\tpages        = {17--32},\n\tdoi          = {10.1007/978-3-030-58342-2\\_2},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2020_ZeyenBergmann_ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Ian Watson and Rosina O. Weber}\n}\n

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\n \n\n \n \n \n \n \n \n Enhancing Siamese Neural Networks through Expert Knowledge for Predictive Maintenance.\n \n \n \n \n\n\n \n Klein, P., Weingarz, N., & Bergmann, R.\n\n\n \n\n\n\n In IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, volume 1325, of Communications in Computer and Information Science, 2020. Springer International Publishing.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Enhancing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 44 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{klein_SiameseNN4PredM_2020,\n\ttitle        = {{Enhancing Siamese Neural Networks through Expert Knowledge for Predictive Maintenance}},\n\tauthor       = {Patrick Klein and Niklas Weingarz and Ralph Bergmann},\n\tyear         = 2020,\n\tyear         = 2020,\n\tbooktitle    = {{IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning}},\n\tpublisher    = {Springer International Publishing.},\n\tseries       = {Communications in Computer and Information Science},\n\tvolume       = 1325,\n\tdoi          = {10.1007/978-3-030-66770-2\\_6},\n\tisbn         = {978-3-030-66769-6},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2020_ECML-IoTStreams_SiameseNeuralNetwork-for-PredictiveMaintenance_Preprint.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\t%pages       = {1--16},\n\tkeywords     = {{Siamese Neural Network, Predictive Maintenance, Expert Knowledge, 2D Convolution, Time Series Similarity}},\n\tabstract     = {The data provided by cyber-physical production systems (CPPSs) to monitor their condition via data-driven predictive maintenance is often high dimensional and only a few fault and failure (FaF) examples are available. These FaFs can usually be detected in a (small) localized subset of data streams, whereas the use of all data streams induces noise that could negatively affect the training and prediction performance. In addition, a CPPS often consists of multiple similar units that generate comparable data streams and show similar failure modes. However, existing approaches for learning a similarity measure generally do not consider these two aspects. For this reason, we propose two approaches for integrating expert knowledge about class or failure mode dependent attributes into siamese neural networks (SNN). Additionally, we present an attribute-wise encoding of time series based on 2D convolutions. This enables that learned knowledge in the form of filters is shared between similar data streams, which would not be possible with conventional 1D convolutions due to their spatial focus. We evaluate our approaches against state-of-the-art time series similarity measures such as dynamic time warping, NeuralWarp, as well as a feature-based representation approach. Our results show that the integration of expert knowledge is advantageous and combined with the novel SNN architecture it is possible to achieve the best performance compared to the other investigated methods..}\n}\n

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\n \n\n \n \n \n \n \n \n Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0.\n \n \n \n \n\n\n \n Malburg, L., Klein, P., & Bergmann, R.\n\n\n \n\n\n\n In Panetto, H., Madani, K., & Smirnov, A. V., editor(s), Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2020, Budapest, Hungary, November 2-4, 2020, pages 32–43, 2020. SCITEPRESS.\n \n\n\n\n
\n\n\n\n \n \n $\"Semantic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 37 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{malburg_SemanticWebServices_2020,\n\ttitle        = {{Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0}},\n\tauthor       = {Lukas Malburg and Patrick Klein and Ralph Bergmann},\n\tyear         = 2020,\n\tbooktitle    = {Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, {IN4PL} 2020, Budapest, Hungary, November 2-4, 2020},\n\tpublisher    = {{SCITEPRESS.}},\n\tpages        = {32--43},\n\tpages        = {32--43},\n\tdoi          = {10.5220/0010135900320043},\n\tisbn         = {978-989-758-476-3},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2020_IN4PL_Semantic_Web_Services_MalburgEtAl.pdf},\n\teditor       = {Herv{\\'{e}} Panetto and Kurosh Madani and Alexander V. Smirnov},\n\tkeywords     = {{Semantic Web Services, Industry 4.0, Artificial Intelligence, Flexible Cyber-Physical Workflows, OWL-S, WSMO}},\n\tabstract     = {The transition to Industry 4.0 requires smart manufacturing systems that are easily configurable and provide a high level of flexibility during manufacturing in order to achieve mass customization or to support cloud manufacturing. To realize this, Cyber-Physical Systems (CPSs) combined with Artificial Intelligence (AI) methods find their way into manufacturing shop floors. For using AI methods in the context of Industry 4.0, semantic web services are indispensable to provide a reasonable abstraction of the underlying manufacturing capabilities. In this paper, we present semantic web services for AI-based research with physical factory simulation models in Industry 4.0. Therefore, we developed 68 semantic web services based on Web Ontology Language for Web Services (OWL-S) and Web Service Modeling Ontology (WSMO) and linked them to an already existing domain ontology for intelligent manufacturing control. Suitable for the requirements of CPS environments, our pre- and postconditions are verified in near real-time by invoking other semantic web services in contrast to complex reasoning within the knowledge base. Finally, we evaluate our implementation by executing a cyber-physical workflow composed of semantic web services using a state-of-the-art workflow management system.}\n}\n

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\n \n\n \n \n \n \n \n \n Process Mining for Case Acquisition in Oncology: A Systematic Literature Review.\n \n \n \n \n\n\n \n Grüger, J., Bergmann, R., Kazik, Y., & Kuhn, M.\n\n\n \n\n\n\n In Proceedings of the LWDA 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB, pages 162–173, 2020. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Process$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{grueger20,\n\ttitle        = {{Process Mining for Case Acquisition in Oncology: A Systematic Literature Review}},\n\tauthor       = {Grüger, Joscha and Bergmann, Ralph and Kazik, Yavuz and Kuhn, Martin},\n\tyear         = 2020,\n\tbooktitle    = {Proceedings of the LWDA 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB},\n\tpublisher    = {CEUR-WS.org},\n\tpages        = {162--173},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2020_PM4HC.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n INWEND: Using CBR to automate legal assessment in the context of the EU General Data Protection Regulation.\n \n \n \n \n\n\n \n Dietrich, C., Schriml, S., Bergmann, R., & Raue, B.\n\n\n \n\n\n\n In Proceedings of the LWDA 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB, pages 192–201, 2020. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"INWEND:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{dietrich20,\n\ttitle        = {{INWEND}: {Using} {CBR} to automate legal assessment in the context of the {EU} {General} {Data} {Protection} {Regulation}},\n\tauthor       = {Dietrich, Clarissa and Schriml, Sebastian and Bergmann, Ralph and Raue, Benjamin},\n\tyear         = 2020,\n\tbooktitle    = {Proceedings of the LWDA 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB},\n\tpublisher    = {CEUR-WS.org},\n\tpages        = {192--201},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2020_INWEND.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Using Physical Factory Simulation Models for Business Process Management Research.\n \n \n \n \n\n\n \n Malburg, L., Seiger, R., Bergmann, R., & Weber, B.\n\n\n \n\n\n\n In del-Río-Ortega , A., Leopold, H., & Santoro, F. M., editor(s), Business Process Management Workshops - BPM 2020 International Workshops, Sevilla, Spain, September 13 - 18, 2020, volume 397, of Lecture Notes in Business Information Processing, pages 95–107, 2020. Springer.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 33 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{malburg_BPMResearch_2020,\n\ttitle        = {{Using Physical Factory Simulation Models for Business Process Management Research}},\n\tauthor       = {Lukas Malburg and Ronny Seiger and Ralph Bergmann and Barbara Weber},\n\tyear         = 2020,\n\tbooktitle    = {Business Process Management Workshops - {BPM} 2020 International Workshops, Sevilla, Spain, September 13 - 18, 2020},\n\tpublisher    = {Springer.},\n\tseries       = {Lecture Notes in Business Information Processing},\n\tvolume       = 397,\n\tpages        = {95--107},\n\tdoi          = {10.1007/978-3-030-66498-5\\_8},\n\turl          = {https://doi.org/10.1007/978-3-030-66498-5\\_8},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2020_MalburgEtAl_BPM.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Adela del-Río-Ortega and Henrik Leopold and Flavia M. Santoro},\n\tkeywords     = {{Cyber-Physical Production Systems, Factory Simulation Models, Business Process Management, Industry 4.0, Digital Twins}},\n\tabstract     = {The production and manufacturing industries are currently transitioning towards more autonomous and intelligent production lines within the Fourth Industrial Revolution (Industry 4.0). Learning Factories as small scale physical models of real shop floors are realistic platforms to conduct research in the smart manufacturing area without depending on expensive real world production lines or completely simulated data. In this work, we propose to use learning factories for conducting research in the context of Business Process Management (BPM) and Internet of Things (IoT) as this combination promises to be mutually beneficial for both research areas. We introduce our physical Fischertechnik factory models simulating a complex production line and three exemplary use cases of combining BPM and IoT, namely the implementation of a BPM abstraction stack on top of a learning factory, the experience-based adaptation and optimization of manufacturing processes, and the stream processing-based conformance checking of IoT-enabled processes.}\n}\n

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\n \n\n \n \n \n \n \n \n Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model.\n \n \n \n \n\n\n \n Ollinger, S., Dumani, L., Sahitaj, P., Bergmann, R., & Schenkel, R.\n\n\n \n\n\n\n 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"Same$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@misc{ollinger2020stance,\n\ttitle        = {Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model},\n\tauthor       = {Stefan Ollinger and Lorik Dumani and Premtim Sahitaj and Ralph Bergmann and Ralf Schenkel},\n\tyear         = 2020,\n\turl          = {https://arxiv.org/abs/2004.11163},\n\teprint       = {2004.11163},\n\tarchiveprefix = {arXiv},\n\tprimaryclass = {cs.CL}\n}\n

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\n \n\n \n \n \n \n \n The 27th International Conference on Case-Based Reasoning.\n \n \n \n\n\n \n Althoff, K., Bach, K., Bergmann, R., & Marling, C.\n\n\n \n\n\n\n AI Magazine, 41(1): 101–102. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{althoff2020AIMag,\n\ttitle        = {The 27th International Conference on Case-Based Reasoning},\n\tauthor       = {Althoff, Klaus-Dieter and Bach, Kerstin and Bergmann, Ralph and Marling, Cindy},\n\tyear         = 2020,\n\tjournal      = {AI Magazine},\n\tvolume       = 41,\n\tnumber       = 1,\n\tpages        = {101--102}\n}\n

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\n \n\n \n \n \n \n \n \n The ReCAP Project.\n \n \n \n \n\n\n \n Bergmann, R., Biertz, M., Dumani, L., Lenz, M., Ludwig, A., Neumann, P. J., Ollinger, S., Sahitaj, P., Schenkel, R., & Witry, A.\n\n\n \n\n\n\n Datenbank Spektrum, 20: 93–98. June 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{Bergmann2020ReCAPProject,\n\ttitle    = {The {{ReCAP Project}}},\n\tauthor   = {Bergmann, Ralph and Biertz, Manuel and Dumani, Lorik and Lenz, Mirko and Ludwig, Anna-Katharina and Neumann, Patrick J. and Ollinger, Stefan and Sahitaj, Premtim and Schenkel, Ralf and Witry, Alex},\n\tyear     = {2020},\n\tmonth    = jun,\n\tjournal  = {Datenbank Spektrum},\n\tvolume   = {20},\n\tpages    = {93--98},\n\tdoi      = {10.1007/s13222-020-00340-0},\n\turl      = {http://www.wi2.uni-trier.de/shared/publications/Bergmann2020ReCAPProject.pdf},\n\tabstract = {Argumentation Machines search for arguments in natural language from information sources on the Web and reason with them on the knowledge level to actively support the deliberation and synthesis of arguments for a~particular user query. The recap project is part of the Priority Program ratio and aims at novel contributions to and confluence of methods from information retrieval, knowledge representation, as well as case-based reasoning for the development of future argumentation machines. In this paper we summarise recent research results from the project. In particular, a~new German corpus of 100 semantically annotated argument graphs from the domain of education politics has been created and is made available to the argumentation research community. Further, we discuss a~comprehensive investigation in finding arguments and argument graphs. We introduce a~probabilistic ranking framework for argument retrieval, i.e. for finding good premises for a~designated claim. For finding argument graphs, we developed methods for case-based argument retrieval considering the graph structure of an argument together with textual and ontology-based similarity measures applied to claims, premises, and argument schemes.}\n}\n

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\n \n\n \n \n \n \n \n \n Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs.\n \n \n \n \n\n\n \n Lenz, M., Sahitaj, P., Kallenberg, S., Coors, C., Dumani, L., Schenkel, R., & Bergmann, R.\n\n\n \n\n\n\n In Prakken, H., Bistarelli, S., Santini, F., & Taticchi, C., editor(s), Proceedings of the 8th International Conference on Computational Models of Argument, volume 326, of Frontiers in Artificial Intelligence and Applications, pages 263–270, Perugia, Italy, 2020. IOS Press\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2020ArgumentMiningPipeline,\n\ttitle = {Towards an {{Argument Mining Pipeline Transforming Texts}} to {{Argument Graphs}}},\n\tbooktitle = {Proceedings of the 8th {{International Conference}} on {{Computational Models}} of {{Argument}}},\n\tauthor = {Lenz, Mirko and Sahitaj, Premtim and Kallenberg, Sean and Coors, Christopher and Dumani, Lorik and Schenkel, Ralf and Bergmann, Ralph},\n\teditor = {Prakken, Henry and Bistarelli, Stefano and Santini, Francesco and Taticchi, Carlo},\n\tyear = {2020},\n\tseries = {Frontiers in {{Artificial Intelligence}} and {{Applications}}},\n\tvolume = {326},\n\teprint = {2006.04562},\n\tpages = {263--270},\n\tpublisher = {IOS Press},\n\taddress = {Perugia, Italy},\n\tdoi = {10.3233/FAIA200510},\n\turl        = {http://www.wi2.uni-trier.de/shared/publications/Lenz2020ArgumentMiningPipeline.pdf},\n\tabstract   = {This paper tackles the automated extraction of components of argumentative information and their relations from natural language text. Moreover, we address a current lack of systems to provide a complete argumentative structure from arbitrary natural language text for general usage. We present an argument mining pipeline as a universally applicable approach for transforming German and English language texts to graph-based argument representations. We also introduce new methods for evaluating the performance based on existing benchmark argument structures. Our results show that the generated argument graphs can be beneficial to detect new connections between different statements of an argumentative text.},\n}\n\n

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\n \n 2019\n \n \n (13)\n \n \n

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\n \n\n \n \n \n \n \n \n Utilizing Ontology-Based Reasoning to Support the Execution of Knowledge-Intensive Processes.\n \n \n \n \n\n\n \n Maletzki, C., Rietzke, E., Grumbach, L., Bergmann, R., & Kuhn, N.\n\n\n \n\n\n\n In Business Process Management Workshops - BPM 2019 International Workshops, 2019. \n \n\n\n\n
\n\n\n\n \n \n $\"Utilizing$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{DBLP:conf/bpm/Maletzki19,\n\ttitle        = {{Utilizing Ontology-Based Reasoning to Support the Execution of Knowledge-Intensive Processes}},\n\tauthor       = {Maletzki, Carsten and Rietzke, Eric and Grumbach, Lisa and Bergmann, Ralph and Kuhn, Norbert},\n\tyear         = 2019,\n\tbooktitle    = {Business Process Management Workshops - {BPM} 2019 International Workshops},\n\turl          = {http://www.wi2.uni-trier.de/publications/2019-AI4BPM-Utilizing-ODD-BP.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n On the Use of Scientific Workflows for Digital Humanities Research.\n \n \n \n \n\n\n \n Hess, J., & Zeyen, C.\n\n\n \n\n\n\n Technical Report University of Trier, Department of Business Information Systems II, 2019.\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{zeyen_2019_technical_report,\n\ttitle        = {On the Use of Scientific Workflows for Digital Humanities Research},\n\tauthor       = {Hess, Jan and Zeyen, Christian},\n\tyear         = 2019,\n\turl          = {http://www.wi2.uni-trier.de/publications/2019_Hess_Zeyen_Technical_Report.pdf},\n\tinstitution  = {University of Trier, Department of Business Information Systems II}\n}\n

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\n \n\n \n \n \n \n \n \n Interactive Assistance for Scientic Workflow Modeling by Case-Based Reasoning.\n \n \n \n \n\n\n \n Zeyen, C.\n\n\n \n\n\n\n In Kapetanakis, S., & Borck, H., editor(s), Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), Otzenhausen, Germany, September 8-12, 2019, volume 2567, of CEUR Workshop Proceedings, pages 205–209, 2019. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Interactive$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{zeyen_dc_iccbr_2019,\n\ttitle        = {Interactive Assistance for Scientic Workflow Modeling by Case-Based Reasoning},\n\tauthor       = {Christian Zeyen},\n\tyear         = 2019,\n\tbooktitle    = {Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning {(ICCBR} 2019), Otzenhausen, Germany, September 8-12, 2019},\n\tpublisher    = {CEUR-WS.org},\n\tseries       = {{CEUR} Workshop Proceedings},\n\tvolume       = 2567,\n\tpages        = {205--209},\n\turl          = {http://ceur-ws.org/Vol-2567/paper23.pdf},\n\teditor       = {Stelios Kapetanakis and Hayley Borck}\n}\n

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\n \n\n \n \n \n \n \n \n Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Zeyen, C., Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n In Bach, K., & Marling, C., editor(s), Case-Based Reasoning Research and Development: 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings, of Lecture Notes in Artificial Intelligence, pages 388–403, 2019. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Adaptation$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 51 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{zeyen_scientificWF_adaptation_2019,\n\ttitle        = {{Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning}},\n\tauthor       = {Zeyen, Christian and Malburg, Lukas and Bergmann, Ralph},\n\tyear         = 2019,\n\tyear         = 2019,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}: 27th {International} {Conference}, {ICCBR} 2019, {Otzenhausen}, {Germany}, {September} 8-12, 2019, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tpages        = {388--403},\n\tdoi          = {10.1007/978-3-030-29249-2\\_26},\n\turl          = {https://doi.org/10.1007/978-3-030-29249-2\\_26},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2019_ZeyenMalburgBergmann_ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Kerstin Bach and Cindy Marling},\n\tkeywords     = {{Process-Oriented Case-Based Reasoning, Workflow Adaptation, Scientific Workflows}},\n\tabstract     = {This paper investigates automatic adaptation of scientific workflows in process-oriented case-based reasoning with the goal of providing modeling assistance. With regard to our previous work on the adaptation of business workflows, we discuss the differences between the workflow types and the implications for transferring the approaches to scientific workflows. An experimental evaluation with RapidMiner workflows demonstrates that the approaches can significantly improve workflows towards a given query while mostly maintaining their executability and semantic correctness.},\n\tcrossref     = {DBLP:conf/iccbr/2019}\n}\n

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\n \n\n \n \n \n \n \n \n Clustering of Argument Graphs Using Semantic Similarity Measures.\n \n \n \n \n\n\n \n Block, K., Trumm, S., Sahitaj, P., Ollinger, S., & Bergmann, R.\n\n\n \n\n\n\n In KI 2019: Advances in Artificial Intelligence: 42nd German Conference on AI, Kassel, Germany, September 23–26, 2019, Proceedings, 2019. Springer\n Accepted for publication. The original publication will be available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Clustering$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{block_ArgGrapSimilarity_2019,\n\ttitle        = {{Clustering of Argument Graphs Using Semantic Similarity Measures}},\n\tauthor       = {Block, Karsten and Trumm, Simon and Sahitaj, Premtim and Ollinger, Stefan and Bergmann, Ralph},\n\tyear         = 2019,\n\tbooktitle    = {{KI} 2019: Advances in {Artificial Intelligence}: 42nd {German} {Conference} on {AI}, {Kassel}, {Germany}, {September} 23–26, 2019, {Proceedings}},\n\tpublisher    = {Springer},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2019_BlockTrummSahitajOllingerBergmann_KI.pdf},\n\tnote         = {Accepted for publication. The original publication will be available at www.springerlink.com},\n\tkeywords     = {{Argumentation, Argument graph similarity, Semantic textual similarity, Text clustering}},\n\tabstract     = {Research on argumentation in Artificial Intelligence recently investigates new methods that contribute to the vision of developing robust argumentation machines. One line of research explores ways of reasoning with natural language arguments coming from information sources on the web as a foundation for the deliberation and synthesis of arguments in specific domains. This paper builds upon arguments represented as argument graphs in the standardized Argument Interchange Format. While previous work was focused on the development of semantic similarity measures used for the case-based retrieval of argument graphs, this paper addresses the problem of clustering argument graphs to explore structures that facilitate argumentation interpretation. We propose a k-medoid and an agglomerative clustering approach based on semantic similarity measures. We compare the clustering results based on a graph-based semantic measure that takes the structure of the argument into account with a semantic word2vec measure on the pure textual argument representation. Experiments based on the Microtext corpus show that the graph-based similarity is best on internal evaluation measures, while the pure textual measure performs very well for identifying topic-specific clusters.}\n}\n

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\n \n\n \n \n \n \n \n \n Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Klein, P., Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n In Bach, K., & Marling, C., editor(s), Case-Based Reasoning Research and Development: 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings, pages 188–203, 2019. Springer.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Learning$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 43 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{klein_workflow_embedding_2019,\n\ttitle        = {{Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning}},\n\tauthor       = {Klein, Patrick and Malburg, Lukas and Bergmann, Ralph},\n\tyear         = 2019,\n\tyear         = 2019,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}: 27th {International} {Conference}, {ICCBR} 2019, {Otzenhausen}, {Germany}, {September} 8-12, 2019, {Proceedings}},\n\tpublisher    = {Springer.},\n\tpages        = {188--203},\n\tdoi          = {10.1007/978-3-030-29249-2\\_13},\n\turl          = {https://doi.org/10.1007/978-3-030-29249-2\\_13},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2019_KleinMalburgBergmann_ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Kerstin Bach and Cindy Marling},\n\tkeywords     = {{Process-Oriented Case-Based Reasoning, MAC/FAC Retrieval, Graph Embeddings}},\n\tabstract     = {In process-oriented case-based reasoning, similarity-based retrieval of workflow cases from large case bases is still a difficult issue due to the computationally expensive similarity assessment. The two-phase MAC/FAC (“Many are called, but few are chosen") retrieval has been proven useful to reduce the retrieval time but comes at the cost of an additional modeling effort for implementing the MAC phase. In this paper, we present a new approach to implement the MAC phase for POCBR retrieval, which makes use of the StarSpace embedding algorithm to automatically learn a vector representation for workflows, which can be used to significantly speed-up the MAC retrieval phase. In an experimental evaluation in the domain of cooking workflows, we show that the presented approach outperforms two existing MAC/FAC approaches on the same data.}\n}\n

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\n \n\n \n \n \n \n \n \n ProCAKE: A Process-Oriented Case-Based Reasoning Framework.\n \n \n \n \n\n\n \n Bergmann, R., Grumbach, L., Malburg, L., & Zeyen, C.\n\n\n \n\n\n\n In Kapetanakis, S., & Borck, H., editor(s), Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), Otzenhausen, Germany, September 8-12, 2019, volume 2567, of CEUR Workshop Proceedings, pages 156–161, 2019. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"ProCAKE:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 59 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{bergmann_proCAKE_demo_2019,\n\ttitle        = {{ProCAKE: A Process-Oriented Case-Based Reasoning Framework}},\n\tauthor       = {Bergmann, Ralph and Grumbach, Lisa and Malburg, Lukas and Zeyen, Christian},\n\tyear         = 2019,\n\tbooktitle    = {{Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning {(ICCBR} 2019), Otzenhausen, Germany, September 8-12, 2019}},\n\tpublisher    = {CEUR-WS.org},\n\tseries       = {{CEUR} Workshop Proceedings},\n\tvolume       = 2567,\n\tpages        = {156--161},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2019_BergmannGrumbachMalburgZeyen_ICCBR_Demo.pdf},\n\teditor       = {Stelios Kapetanakis and Hayley Borck},\n\tkeywords     = {{Knowledge Management, Process Management, Case-Based Reasoning}},\n\tabstract     = {This paper presents ProCAKE -- the process-oriented case-based knowledge engine of the CAKE framework, which has evolved from several research projects at the University of Trier over the years. ProCAKE constitutes a domain-independent framework that can be used to implement diverse structural or process-oriented case-based reasoning applications for integrated process and knowledge management. This paper gives an overview of the main components and demonstrates their application by examples.}\n}\n

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\n \n\n \n \n \n \n \n \n FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies.\n \n \n \n \n\n\n \n Klein, P., Malburg, L., & Bergmann, R.\n\n\n \n\n\n\n In Jäschke, R., & Weidlich, M., editor(s), Proceedings of the Conference on \"Lernen, Wissen, Daten, Analysen\", Berlin, Germany, September 30 - October 2, 2019., volume 2454, of CEUR Workshop Proceedings, pages 253–264, 2019. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"FTOnto:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 23 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{klein_ftonto_2019,\n\ttitle        = {{FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies}},\n\tauthor       = {Klein, Patrick and Malburg, Lukas and Bergmann, Ralph},\n\tyear         = 2019,\n\tbooktitle    = {Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30 - October 2, 2019.},\n\tpublisher    = {CEUR-WS.org},\n\tseries       = {{CEUR} Workshop Proceedings},\n\tvolume       = 2454,\n\tpages        = {253--264},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2019_KleinMalburgBergmann_LWDA.pdf},\n\teditor       = {Robert J{\\"{a}}schke and Matthias Weidlich},\n\tkeywords     = {{Ontology Engineering, Industry 4.0, Simulation Factory, Fischertechnik}},\n\tabstract     = {Nowadays, semantic information provided by an ontology is indispensable in the context of Industry 4.0, especially when using methods from Artificial Intelligence. The currently available ontologies do not satisfy the demands of simulation environments used for research purposes. For this reason, we develop an ontology customized to Fischertechnik simulation factories by reusing existing ontologies. The ontology has been created according to requirements from two use cases. In our evaluation, it is determined that the ontology is suitable to represent machine components and their relationships while satisfying the specified requirements.}\n}\n

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\n \n\n \n \n \n \n \n \n Generation of Complex data for AI-Based Predictive Maintenance Research With a Physical Factory Model.\n \n \n \n \n\n\n \n Klein, P., & Bergmann, R.\n\n\n \n\n\n\n In 16th International Conference on Informatics in Control Automation and Robotics, ICINCO 2019, Prague, Czech Republic, Proceedings, volume 1, pages 40–50, 2019. INSTICC, SciTePress.\n \n\n\n\n
\n\n\n\n \n \n $\"Generation$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 18 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{klein_complexdatagen_2019,\n\ttitle        = {{Generation of Complex data for AI-Based Predictive Maintenance Research With a Physical Factory Model}},\n\tauthor       = {Klein, Patrick and Bergmann, Ralph},\n\tyear         = 2019,\n\tbooktitle    = {16th {International} {Conference} on {Informatics} in {Control} {Automation} and {Robotics}, {ICINCO} 2019, {Prague}, {Czech} {Republic}, {Proceedings}},\n\tpublisher    = {SciTePress.},\n\tvolume       = 1,\n\tpages        = {40--50},\n\tdoi          = {10.5220/0007830700400050},\n\tisbn         = {978-989-758-380-3},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2019_KleinBergmann_Predictive_Maintenance_data_generation_machine_learning.pdf},\n\torganization = {INSTICC}\n}\n\n\n\n

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\n \n\n \n \n \n \n \n \n Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs.\n \n \n \n \n\n\n \n Lenz, M., Ollinger, S., Sahitaj, P., & Bergmann, R.\n\n\n \n\n\n\n In Bach, K., & Marling, C., editor(s), Case-Based Reasoning Research and Development, of Lecture Notes in Computer Science, pages 219–234, Otzenhausen, Germany, 2019. Springer International Publishing\n \n\n\n\n
\n\n\n\n \n \n $\"Semantic$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2019SemanticTextualSimilarity,\n\ttitle = {Semantic {{Textual Similarity Measures}} for {{Case-Based Retrieval}} of {{Argument Graphs}}},\n\tbooktitle = {Case-{{Based Reasoning Research}} and {{Development}}},\n\tauthor = {Lenz, Mirko and Ollinger, Stefan and Sahitaj, Premtim and Bergmann, Ralph},\n\teditor = {Bach, Kerstin and Marling, Cindy},\n\tyear = {2019},\n\tseries = {Lecture {{Notes}} in {{Computer Science}}},\n\tpages = {219--234},\n\tpublisher = {Springer International Publishing},\n\taddress = {Otzenhausen, Germany},\n\tdoi = {10.1007/978-3-030-29249-2_15},\n\turl        = {http://www.wi2.uni-trier.de/shared/publications/Lenz2019SemanticTextualSimilarity.pdf},\n\tabstract   = {Argumentation is an important sub-field of Artificial Intelligence, which involves computational methods for reasoning and decision making based on argumentative structures. This paper contributes to case-based reasoning with argument graphs in the standardized Argument Interchange Format by improving the similarity-based retrieval phase. We explore a large range of novel approaches for semantic textual similarity measures (both supervised and unsupervised) and use them in the context of a graph-based similarity measure for argument graphs. In addition, the use of an ontology-based semantic similarity measure for argumentation schemes is investigated. With a range of experiments we demonstrate the strengths and weaknesses of the various methods and show that our methods can improve over our previous work. Our code is publicly available on GitHub.},\n}\n\n

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\n \n\n \n \n \n \n \n \n Towards Case-Based Deviation Management for Flexible Workflows.\n \n \n \n \n\n\n \n Grumbach, L., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the Conference \"Lernen, Wissen, Daten, Analysen\", LWDA 2019, Berlin, Germany, September 30 - October 2, 2019., 2019. \n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{DBLP:conf/lwa/GrumbachB19,\n\ttitle        = {{Towards Case-Based Deviation Management for Flexible Workflows}},\n\tauthor       = {Grumbach, Lisa and Bergmann, Ralph},\n\tyear         = 2019,\n\tbooktitle    = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", {LWDA} 2019, Berlin, Germany, September 30 - October 2, 2019.},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2019_GrumbachBergmann_LWDA.pdf}\n}\n

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\n \n\n \n \n \n \n \n SEMAFLEX: A novel approach for implementing workflow flexibility by deviation based on constraint satisfaction problem solving.\n \n \n \n\n\n \n Grumbach, L., & Bergmann, R.\n\n\n \n\n\n\n Expert Systems, 34(4). 2019.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{Grumbach.2019,\n\ttitle        = {{SEMAFLEX: A novel approach for implementing workflow flexibility by deviation based on constraint satisfaction problem solving}},\n\tauthor       = {Grumbach, Lisa and Bergmann, Ralph},\n\tyear         = 2019,\n\tjournal      = {Expert Systems},\n\tvolume       = 34,\n\tnumber       = 4,\n\tdoi          = {10.1111/exsy.12385},\n\tissn         = {02664720}\n}\n

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\n \n\n \n \n \n \n \n \n ODD-BP - an Ontology- and Data-Driven Business Process Model.\n \n \n \n \n\n\n \n Rietzke, E., Bergmann, R., & Kuhn, N.\n\n\n \n\n\n\n In Jäschke, R., & Weidlich, M., editor(s), Proceedings of the Conference on \"Lernen, Wissen, Daten, Analysen\", Berlin, Germany, September 30 - October 2, 2019, volume 2454, of CEUR Workshop Proceedings, pages 310–321, 2019. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"ODD-BP$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{DBLP:conf/lwa/RietzkeBK19,\n\ttitle        = {{ODD-BP} - an Ontology- and Data-Driven Business Process Model},\n\tauthor       = {Eric Rietzke and Ralph Bergmann and Norbert Kuhn},\n\tyear         = 2019,\n\tbooktitle    = {Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30 - October 2, 2019},\n\tpublisher    = {CEUR-WS.org},\n\tseries       = {{CEUR} Workshop Proceedings},\n\tvolume       = 2454,\n\tpages        = {310--321},\n\turl          = {http://ceur-ws.org/Vol-2454/paper\\_43.pdf},\n\teditor       = {Robert J{\\"{a}}schke and Matthias Weidlich}\n}\n

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\n \n 2018\n \n \n (9)\n \n \n

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\n \n\n \n \n \n \n \n \n SEMANAS - Semantic Support for Grant Application Processes.\n \n \n \n \n\n\n \n Grumbach, L., Rietzke, E., Schwinn, M., Bergmann, R., & Kuhn, N.\n\n\n \n\n\n\n In Lernen. Wissen. Daten. Analysen. (LWDA 2018), of CEUR Workshop Proceedings, 2018. \n \n\n\n\n
\n\n\n\n \n \n $\"SEMANAS$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{grumbach_semanas_2018,\n\ttitle        = {{SEMANAS} - {Semantic} {Support} for {Grant} {Application} {Processes}},\n\tauthor       = {Grumbach, Lisa and Rietzke, Eric and Schwinn, Markus and Bergmann, Ralph and Kuhn, Norbert},\n\tyear         = 2018,\n\tbooktitle    = {Lernen. {Wissen}. {Daten}. {Analysen}. ({LWDA} 2018)},\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2018_GrumbachEtAl_LWDA.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Considering Nutrients during the Generation of Recipes by Process-Oriented Case-based Reasoning.\n \n \n \n \n\n\n \n Zeyen, C., Hoffmann, M., Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Cox, M. T., Funk, P., & Begum, S., editor(s), Case-Based Reasoning Research and Development: 26th International Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings, volume 11156, of Lecture Notes in Artificial Intelligence, pages 464–479, 2018. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Considering$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 44 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{zeyen_nutrients_2018,\n\ttitle        = {{Considering Nutrients during the Generation of Recipes by Process-Oriented Case-based Reasoning}},\n\tauthor       = {Zeyen, Christian and Hoffmann, Maximilian and M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2018,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}: 26th {International} {Conference}, {ICCBR} 2018, {Stockholm}, {Sweden}, {July} 9-12, 2018, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 11156,\n\tpages        = {464--479},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2018_ZeyenHoffmannMuellerBergmann_ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Cox, Michael T. and Funk, Peter and Begum, Shahina}\n}\n

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\n \n\n \n \n \n \n \n \n Text Mining und Computersimulation zur Analyse autobiographischer Texte: Einflüsse auf das literarische Schaffen Klaus Manns.\n \n \n \n \n\n\n \n Hess, J., Lebherz, D. S., & Zeyen, C.\n\n\n \n\n\n\n In Vogeler, G., editor(s), 5. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, DHd 2018, Köln, Germany, February 26 - March 2, 2018, 2018. \n \n\n\n\n
\n\n\n\n \n \n $\"Text$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{DBLP:conf/dhd/HessLZ18,\n\ttitle        = {Text Mining und Computersimulation zur Analyse autobiographischer Texte: Einfl{\\"{u}}sse auf das literarische Schaffen Klaus Manns},\n\tauthor       = {Jan Hess and Daniel S. Lebherz and Christian Zeyen},\n\tyear         = 2018,\n\tbooktitle    = {5. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, DHd 2018, K{\\"{o}}ln, Germany, February 26 - March 2, 2018},\n\tdoi          = {10.5281/zenodo.4622472},\n\turl          = {https://doi.org/10.5281/zenodo.4622472},\n\teditor       = {Georg Vogeler}\n}\n

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\n \n\n \n \n \n \n \n \n Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities.\n \n \n \n \n\n\n \n Lebherz, D. S., Zeyen, C., Hess, J., Bergmann, R., Timm, I. J., Burch, T., Hildenbrandt, V., & Moulin, C.\n\n\n \n\n\n\n In Burghardt, M., & Müller-Birn, C., editor(s), GI-Workshop: Im Spannungsfeld zwischen Tool-Building und Forschung auf Augenhöhe - Informatik und die Digital Humanities, INF-DH 2018, 25.9.2018, Berlin, Germany, 2018. Gesellschaft für Informatik e.V.\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{DBLP:conf/inf-dh/LebherzZHBTBHM18,\n\ttitle        = {Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities},\n\tauthor       = {Daniel S. Lebherz and Christian Zeyen and Jan Hess and Ralph Bergmann and Ingo J. Timm and Thomas Burch and Vera Hildenbrandt and Claudine Moulin},\n\tyear         = 2018,\n\tbooktitle    = {GI-Workshop: Im Spannungsfeld zwischen Tool-Building und Forschung auf Augenh{\\"{o}}he - Informatik und die Digital Humanities, {INF-DH} 2018, 25.9.2018, Berlin, Germany},\n\tpublisher    = {Gesellschaft f{\\"{u}}r Informatik e.V.},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2018_Lebherz_INF-DH.pdf},\n\teditor       = {Manuel Burghardt and Claudia M{\\"{u}}ller{-}Birn}\n}\n

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\n \n\n \n \n \n \n \n \n Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning.\n \n \n \n \n\n\n \n Zeyen, C., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the Conference \"Lernen, Wissen, Daten, Analysen\", LWDA 2018, volume 2191, of CEUR Workshop Proceedings, pages 355–360, 2018. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{zeyen_interactive_short_2018,\n\ttitle        = {{Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning}},\n\tauthor       = {Zeyen, Christian and Bergmann, Ralph},\n\tyear         = 2018,\n\tbooktitle    = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", {LWDA} 2018},\n\tpublisher    = {CEUR-WS.org},\n\tseries       = {{CEUR} Workshop Proceedings},\n\tvolume       = 2191,\n\tpages        = {355--360},\n\turl          = {http://www.wi2.uni-trier.de/publications/2018_ZeyenBergmann_LWDA.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance.\n \n \n \n \n\n\n \n Klein, P., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the Conference \"Lernen, Wissen, Daten, Analysen\", LWDA 2018, volume 2191, pages 179–190, 2018. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Data$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 17 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{klein_data_generation_2018,\n\ttitle        = {{Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance}},\n\tauthor       = {Klein, Patrick and Bergmann, Ralph},\n\tyear         = 2018,\n\tbooktitle    = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", {LWDA} 2018},\n\tpublisher    = {CEUR-WS.org},\n\tvolume       = 2191,\n\tpages        = {179--190},\n\turl          = {http://www.wi2.uni-trier.de/publications/2018_KleinBergmann_LWDA.pdf},\n\tkeywords     = {{Data Generation, Machine Learning, Predictive Maintenance, Industry 4.0}},\n\tabstract     = {Today, manufacturing machines are continuously equippedwith various sensors, whose data enable to derive a comprehensive picture of the current state of each machine. Predictive maintenance approaches make use of  this data in order to predict the occurrence of possible failures before they actually occur, thereby significantly reducing production and service costs. The application of machine learning to sensor data streams is an essential part of data-driven predictive maintenance in order to find the patterns in  the data that are indicators of upcoming faults.  Thus, research on machine learning for  predictive maintenance is a recent and very challenging field. However, there are currently  no appropriate data sets available that can be used for thiskind of research. In this paper we therefore propose an approach for the generation of predictive maintenance data by using a physical Fischertechnik model factory equipped with several sensors. Different ways of reproducing real failures using this model are presented as well as a general procedure for data generation.}\n}\n

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\n \n\n \n \n \n \n \n \n Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities.\n \n \n \n \n\n\n \n Malburg, L., Münster, N., Zeyen, C., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the Conference \"Lernen, Wissen, Daten, Analysen\", LWDA 2018, volume 2191, pages 251–262, 2018. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n $\"Query$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 10 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{malburg_workflow_reuse_2018,\n\ttitle        = {{Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities}},\n\tauthor       = {Malburg, Lukas and M{\\"u}nster, Nicolas and Zeyen, Christian and Bergmann, Ralph},\n\tyear         = 2018,\n\tbooktitle    = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", {LWDA} 2018},\n\tpublisher    = {CEUR-WS.org},\n\tvolume       = 2191,\n\tpages        = {251--262},\n\turl          = {http://www.wi2.uni-trier.de/publications/2018_MalburgMuensterZeyenBergmann_LWDA.pdf},\n\tkeywords     = {{Case-Based Reasoning, Workflow Reuse, Scientific Workflows, RapidMiner, Digital Humanities}},\n\tabstract     = {Scientific Workflows do not seem to be broadly used today in the Digital Humanities to perform text and data analysis. Although they have become established in e-Science, modeling new workflows is usually a demanding task, especially for novice users. Case-Based Reasoning (CBR) has been applied in the past to support the development of workflows as an experience-based activity by retrieving past workflows. A query language is needed for this purpose, but current languages do not sufficiently consider different user groups and the information they can provide. To address this issue, we present a query model to support novice as well as experienced users. We  identify common expression elements from literature and integrate them in a prototypical CBR application named Reuse Assistant to support workflow reuse in the RapidMiner workflow tool. An experimental evaluation with non-expert users indicates the potential of the Reuse Assistant to facilitate workflow reuse and thus to simplify workflow development.}\n}\n

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\n \n\n \n \n \n \n \n \n A Conversational Approach to Process-Oriented Case-based Reasoning.\n \n \n \n \n\n\n \n Zeyen, C., Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Lang, J., editor(s), Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden., pages 5404–5408, 2018. ijcai.org\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{zeyen_conversational_2018,\n\ttitle        = {A Conversational Approach to Process-Oriented Case-based Reasoning},\n\tauthor       = {Christian Zeyen and Gilbert M{\\"{u}}ller and Ralph Bergmann},\n\tyear         = 2018,\n\tbooktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden.},\n\tpublisher    = {ijcai.org},\n\tpages        = {5404--5408},\n\tdoi          = {https://doi.org/10.24963/ijcai.2018/762},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2018_ZeyenMuellerBergmann_IJCAI.pdf},\n\teditor       = {J{\\'{e}}r{\\^{o}}me Lang}\n}\n

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\n \n\n \n \n \n \n \n \n ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse.\n \n \n \n \n\n\n \n Bergmann, R., Schenkel, R., Dumani, L., & Ollinger, S.\n\n\n \n\n\n\n In Lernen. Wissen. Daten. Analysen. (LWDA 2018), of CEUR Workshop Proceedings, 2018. \n Accepted for publication\n\n\n\n
\n\n\n\n \n \n $\"ReCAP$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{recap_lwda_2018,\n\ttitle        = {{ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse}},\n\tauthor       = {Bergmann, Ralph and Schenkel, Ralf and Dumani, Lorik and Ollinger, Stefan},\n\tyear         = 2018,\n\tbooktitle    = {Lernen. {Wissen}. {Daten}. {Analysen}. ({LWDA} 2018)},\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2018_BergmannSchenkelDumaniOllinger_LWDA.pdf},\n\tnote         = {Accepted for publication}\n}\n

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\n \n 2017\n \n \n (10)\n \n \n

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\n \n\n \n \n \n \n \n Similarity-based Retrieval and Automatic Adaptation of Semantic Workflows.\n \n \n \n\n\n \n Bergmann, R., & Müller, G.\n\n\n \n\n\n\n In Nalepa, G. J., & Baumeister, J., editor(s), Synergies Between Knowledge Engineering and Software Engineering, of Advances in Intelligent Systems and Computing, pages 31–54. Springer, 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{bergmann_similarity-based_2017,\n\ttitle        = {Similarity-based {Retrieval} and {Automatic} {Adaptation} of {Semantic} {Workflows}},\n\tauthor       = {Bergmann, Ralph and M{\\"u}ller, Gilbert},\n\tyear         = 2017,\n\tbooktitle    = {Synergies {Between} {Knowledge} {Engineering} and {Software} {Engineering}},\n\tpublisher    = {Springer},\n\tseries       = {Advances in {Intelligent} {Systems} and {Computing}},\n\tnumber       = 626,\n\tpages        = {31--54},\n\teditor       = {Nalepa, Grzegorz J. and Baumeister, Joachim}\n}\n

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\n \n\n \n \n \n \n \n \n Complexity-Aware Generation of Workflows by Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In KI - 40th German Conference on Artificial Intelligence September 25-29th, 2017: Dortmund, Germany, volume 2017, of Lecture Notes in Computer Science, pages 207–221, 2017. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Complexity-Aware$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_complexity-aware_2017,\n\ttitle        = {Complexity-{Aware} {Generation} of {Workflows} by {Process}-{Oriented} {Case}-{Based}  {Reasoning}},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2017,\n\tbooktitle    = {{KI} - 40th {German} {Conference} on {Artificial} {Intelligence}  {September} 25-29th, 2017: {Dortmund}, {Germany}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 2017,\n\tpages        = {207--221},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2017_MuellerBergmann_KI.pdf},\n\tnote         = {The original publication is available at www.springerlink.com}\n}\n

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\n \n\n \n \n \n \n \n \n EVER: Extraction and Processing of Procedural Experience Knowledge in Workflows.\n \n \n \n \n\n\n \n Bergmann, R., Minor, M., Müller, G., & Schumacher, P.\n\n\n \n\n\n\n In 3rd Workshop on Process Oriented Case-Based Reasoning, 2017. CEUR Workshop Proceedings\n \n\n\n\n
\n\n\n\n \n \n $\"EVER:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_ever:_2017,\n\ttitle        = {{EVER}: {Extraction} and {Processing} of {Procedural} {Experience} {Knowledge} in {Workflows}},\n\tauthor       = {Bergmann, Ralph and Minor, Mirjam and M{\\"u}ller, Gilbert and Schumacher, Pol},\n\tyear         = 2017,\n\tbooktitle    = {3rd {Workshop} on {Process} {Oriented} {Case}-{Based} {Reasoning}},\n\tpublisher    = {CEUR Workshop Proceedings},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2017_BergmannMinorMuellerSchumacher_POCBR-ICCBR.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Cooking made easy: On a novel approach to complexity-aware recipe generation.\n \n \n \n \n\n\n \n Bergmann, R., & Müller, G.\n\n\n \n\n\n\n In Workshop of the 2017 Computer Cooking Contest, 2017. CEUR Workshop Proceedings\n \n\n\n\n
\n\n\n\n \n \n $\"Cooking$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_cooking_2017,\n\ttitle        = {Cooking made easy: {On} a novel approach to complexity-aware recipe generation},\n\tauthor       = {Bergmann, Ralph and M{\\"u}ller, Gilbert},\n\tyear         = 2017,\n\tbooktitle    = {Workshop of the 2017 {Computer} {Cooking} {Contest}},\n\tpublisher    = {CEUR Workshop Proceedings},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2017_MuellerBergmann_CCC.pdf}\n}\n

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\n \n\n \n \n \n \n \n Using Constraint Satisfaction Problem Solving to Enable Workflow Flexibility by Deviation.\n \n \n \n\n\n \n Grumbach, L., & Bergmann, R.\n\n\n \n\n\n\n In Artificial Intelligence XXXIV, of Lecture Notes in Artificial Intelligence, Cambridge, 2017. Springer\n Best technical paper award\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{grumbach_using_2017,\n\ttitle        = {Using {Constraint} {Satisfaction} {Problem} {Solving} to {Enable} {Workflow} {Flexibility} by {Deviation}},\n\tauthor       = {Grumbach, Lisa and Bergmann, Ralph},\n\tyear         = 2017,\n\tbooktitle    = {Artificial {Intelligence} {XXXIV}},\n\tpublisher    = {Springer},\n\taddress      = {Cambridge},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tnote         = {Best technical paper award}\n}\n

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\n \n\n \n \n \n \n \n \n Workflow Flexibility by Deviation by means of Constraint Satisfaction Problem Solving.\n \n \n \n \n\n\n \n Grumbach, L., & Bergmann, R.\n\n\n \n\n\n\n In Lernen. Wissen. Daten. Analysen. (LWDA 2017), of CEUR Workshop Proceedings, pages 212, 2017. \n \n\n\n\n
\n\n\n\n \n \n $\"Workflow$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{grumbach_workflow_2017,\n\ttitle        = {Workflow {Flexibility} by {Deviation} by means of {Constraint} {Satisfaction} {Problem} {Solving}},\n\tauthor       = {Grumbach, Lisa and Bergmann, Ralph},\n\tyear         = 2017,\n\tbooktitle    = {Lernen. {Wissen}. {Daten}. {Analysen}. ({LWDA} 2017)},\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\tpages        = 212,\n\turl          = {http://www.wi2.uni-trier.de/publications/2017_GrumbachBergmann_LWDA.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Adaptive business process visualization for a data and constraint-based workflow approach.\n \n \n \n \n\n\n \n Rietzke, E., Bergmann, R., & Kuhn, N.\n\n\n \n\n\n\n In Lernen. Wissen. Daten. Analysen. (LWDA 2017), of CEUR Workshop Proceedings, pages 212, 2017. \n \n\n\n\n
\n\n\n\n \n \n $\"Adaptive$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{rietzke_lwda_2017,\n\ttitle        = {Adaptive business process visualization for a data and constraint-based workflow approach},\n\tauthor       = {Rietzke, Eric and Bergmann, Ralph and Kuhn, Norbert},\n\tyear         = 2017,\n\tbooktitle    = {Lernen. {Wissen}. {Daten}. {Analysen}. ({LWDA} 2017)},\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\tpages        = 212,\n\turl          = {http://www.wi2.uni-trier.de/publications/2017_RietzkeEtAl_LWDA.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach.\n \n \n \n \n\n\n \n Rietzke, E., Bergmann, R., & Kuhn, N.\n\n\n \n\n\n\n In BPM 2017 International Workshops, of Business Process Management Workshops, pages 142–150, 2017. \n \n\n\n\n
\n\n\n\n \n \n $\"Semantically-Oriented$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{rietzke_bpm_2017,\n\ttitle        = {Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach},\n\tauthor       = {Rietzke, Eric and Bergmann, Ralph and Kuhn, Norbert},\n\tyear         = 2017,\n\tbooktitle    = {BPM 2017 International Workshops},\n\tseries       = {Business Process Management Workshops},\n\tpages        = {142--150},\n\turl          = {http://www.wi2.uni-trier.de/publications/2017_RietzkeEtAl_BPAI.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Conversational retrieval of cooking recipes.\n \n \n \n \n\n\n \n Zeyen, C., Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Workshop of the 2017 Computer Cooking Contest, 2017. CEUR Workshop Proceedings\n \n\n\n\n
\n\n\n\n \n \n $\"Conversational$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{zeyen_conversational_2017,\n\ttitle        = {Conversational retrieval of cooking recipes},\n\tauthor       = {Zeyen, Christian and M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2017,\n\tbooktitle    = {Workshop of the 2017 {Computer} {Cooking} {Contest}},\n\tpublisher    = {CEUR Workshop Proceedings},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2017_ZeyenMuellerBergmann_CCC.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Conversational Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Zeyen, C., Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Aha, D. W., & Lieber, J., editor(s), Case-Based Reasoning Research and Development: 25th International Conference, ICCBR 2017, Trondheim, Norway, June 26-28, 2017, Proceedings, volume 10339, of Lecture Notes in Artificial Intelligence, pages 403–419, 2017. Springer International Publishing\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Conversational$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 15 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{zeyen_conversational_2017-1,\n\ttitle        = {Conversational {Process}-{Oriented} {Case}-{Based} {Reasoning}},\n\tauthor       = {Zeyen, Christian and M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2017,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}: 25th {International} {Conference}, {ICCBR} 2017, {Trondheim}, {Norway}, {June} 26-28, 2017, {Proceedings}},\n\tpublisher    = {Springer International Publishing},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 10339,\n\tpages        = {403--419},\n\turl          = {http://www.wi2.uni-trier.de/shared/publications/2017_ZeyenMuellerBergmann_ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Aha, David W. and Lieber, Jean}\n}\n

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\n \n 2016\n \n \n (6)\n \n \n

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\n \n\n \n \n \n \n \n EVER - Extraction and Processing of Procedural Experience Knowledge in Workflows.\n \n \n \n\n\n \n Bergmann, R., Minor, M., Müller, G., & Schumacher, P.\n\n\n \n\n\n\n Technical Report Universität Trier, Lehrstuhl für Wirtschaftsinformatik II, 2016.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{bergmann_ever_2016,\n\ttitle        = {{EVER} - {Extraction} and {Processing} of {Procedural} {Experience} {Knowledge} in {Workflows}},\n\tauthor       = {Bergmann, Ralph and Minor, Mirjam and M{\\"u}ller, Gilbert and Schumacher, Pol},\n\tyear         = 2016,\n\tpages        = {1--9},\n\tinstitution  = {Universit{\\"a}t Trier, Lehrstuhl f{\\"u}r Wirtschaftsinformatik II}\n}\n

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\n \n\n \n \n \n \n \n \n SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management.\n \n \n \n \n\n\n \n Grumbach, L., Rietzke, E., Schwinn, M., Bergmann, R., Kuhn, N., Krestel, R., Mottin, D., & Müller, E.\n\n\n \n\n\n\n In Lernen. Wissen. Daten. Analysen. (LWDA 2016), volume 1670, of CEUR Workshop Proceedings, pages 43–50, 2016. \n \n\n\n\n
\n\n\n\n \n \n $\"SEMAFLEX$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{grumbach_semaflex_2016,\n\ttitle        = {{SEMAFLEX} - {Semantic} {Integration} of {Flexible} {Workflow} and {Document} {Management}},\n\tauthor       = {Grumbach, Lisa and Rietzke, Eric and Schwinn, Markus and Bergmann, Ralph and Kuhn, Norbert and Krestel, Ralf and Mottin, Davide and M{\\"u}ller, Emmanuel},\n\tyear         = 2016,\n\tbooktitle    = {Lernen. {Wissen}. {Daten}. {Analysen}. ({LWDA} 2016)},\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\tvolume       = 1670,\n\tpages        = {43--50},\n\turl          = {http://www.wi2.uni-trier.de/publications/2016_GrumbachtEtAl_LWDA.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen.\n \n \n \n \n\n\n \n Pfister, M., Fuchs, F., & Bergmann, R.\n\n\n \n\n\n\n In Krestel, R., Mottin, D., & Müller, E., editor(s), Lernen. Wissen. Daten. Analysen. (LWDA 2016), volume 1670, of CEUR Workshop Proceedings, pages 54–61, 2016. \n \n\n\n\n
\n\n\n\n \n \n $\"Ähnlichkeitsbasiertes$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{pfister_ahnlichkeitsbasiertes_2016,\n\ttitle        = {{\\"A}hnlichkeitsbasiertes {Retrieval} von {BPMN}-2.0-{Modellen}},\n\tauthor       = {Pfister, Maximilian and Fuchs, Florian and Bergmann, Ralph},\n\tyear         = 2016,\n\tbooktitle    = {Lernen. {Wissen}. {Daten}. {Analysen}. ({LWDA} 2016)},\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\tvolume       = 1670,\n\tpages        = {54--61},\n\turl          = {http://www.wi2.uni-trier.de/publications/2016_PfisterFuchsBergmann_LWDA.pdf},\n\teditor       = {Krestel, Ralf and Mottin, Davide and M{\\"u}ller, Emmanuel}\n}\n

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\n \n\n \n \n \n \n \n \n Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Bergmann, R., Müller, G., Zeyen, C., & Manderscheid, J.\n\n\n \n\n\n\n In Markov, Z., & Russel, I., editor(s), Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, pages 419–424, Key Largo, Florida, USA, 2016. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n $\"Retrieving$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_retrieving_2016,\n\ttitle        = {Retrieving {Adaptable} {Cases} in {Process}-{Oriented} {Case}-{Based} {Reasoning}},\n\tauthor       = {Bergmann, Ralph and M{\\"u}ller, Gilbert and Zeyen, Christian and Manderscheid, Jens},\n\tyear         = 2016,\n\tbooktitle    = {Proceedings of the {Twenty}-{Ninth} {International} {Florida} {Artificial} {Intelligence} {Research} {Society} {Conference}},\n\tpublisher    = {AAAI Press},\n\taddress      = {Key Largo, Florida, USA},\n\tpages        = {419--424},\n\turl          = {http://www.wi2.uni-trier.de/publications/2016_Bergmann_Flairs.pdf},\n\tabstract     = {This paper presents a novel approach to retrieval in process-oriented case-based reasoning (POCBR) which considers the adaptability of workflows cases during the retrieval phase. A novel concept of adaptability in POCBR is proposed, which assesses the potential similarity increase of a case which can be gained by adaptation. The adaptability of a case is learned from the case base in an off-line pre-processing phase prior to the retrieval. The proposed approach is generic as it can be used in combination with different adaptation methods. An empirical evaluation in the domain of cooking workflows demonstrates the benefit of the approach.},\n\teditor       = {Markov, Zdravko and Russel, Ingrid}\n}\n

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\n \n\n \n \n \n \n \n \n On the Transferability of Process-oriented Cases.\n \n \n \n \n\n\n \n Minor, M., Bergmann, R., Müller, J., & Spät, A.\n\n\n \n\n\n\n In Goel, A. K., Diaz-Agudo, B., & Roth-Berghofer, T., editor(s), Case-Based Reasoning Research and Development - 24nd International Conference, ICCBR 2016, Atlanta, USA. Proceedings, volume 9969, of Lecture Notes in Artificial Intelligence, pages 281–294, 2016. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_transferability_2016,\n\ttitle        = {On the {Transferability} of {Process}-oriented {Cases}},\n\tauthor       = {Minor, Mirjam and Bergmann, Ralph and M{\\"u}ller, Jan-Martin and Sp{\\"a}t, Alexander},\n\tyear         = 2016,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development} - 24nd {International} {Conference}, {ICCBR} 2016, {Atlanta}, {USA}. {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 9969,\n\tpages        = {281--294},\n\turl          = {http://www.wi2.uni-trier.de/publications/2016_MinorBergmann_ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\tabstract     = {The paper studies the feasibility of using transfer learning for process-oriented case-based reasoning. The work introduces a novel approach to transfer work ow cases from a loosely related source domain to a target domain. The idea is to develop a representation mapper based on work ow generalization, work ow abstraction, and structural analogy in vocabulary. The approach is illustrated by a pair of sample domains on two sub-?elds of customer relationship management, which have similar process objectives but di?erent tasks and data to ful?ll them. An experiment with expert ratings of transferred cases is conducted to test the feasibility of the approach with promising results for work ow modelling support.},\n\teditor       = {Goel, Ashok K. and Diaz-Agudo, Belen and Roth-Berghofer, Thomas}\n}\n

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\n \n\n \n \n \n \n \n \n Case Completion of Workflows for Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Goel, A., Diaz-Agudo, B., & Roth-Berghofer, T., editor(s), Case-Based Reasoning Research and Development - 24nd International Conference, ICCBR 2016, Atlanta, USA. Proceedings, volume 9969, of Lecture Notes in Artificial Intelligence, pages 295–310, 2016. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Case$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_case_2016,\n\ttitle        = {Case {Completion} of {Workflows} for {Process}-{Oriented} {Case}-{Based} {Reasoning}},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2016,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development} - 24nd {International} {Conference}, {ICCBR} 2016, {Atlanta}, {USA}. {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 9969,\n\tpages        = {295--310},\n\turl          = {http://www.wi2.uni-trier.de/publications/2016_MuellerBergmann_ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\tabstract     = {Cases available in real world domains are often incomplete and sometimes lack important information. Using incomplete cases in a CBR system can be harmful, as the lack of information can result in inappropriate similarity computations or incompletely generated adaptation knowledge. Case completion aims to overcome this issue by inferring missing information. This paper presents a novel approach to case completion for process-oriented case-based reasoning (POCBR). In particular, we address the completion of workflow cases by adding missing or incomplete dataflow information. Therefore, we combine automatically learned domain specific completion operators with generic domainindependent default rules. The empirical evaluation demonstrates that the presented completion approach is capable of deriving complete workflows with high quality and a high degree of completeness.},\n\teditor       = {Goel, A. and Diaz-Agudo, B. and Roth-Berghofer, Thomas}\n}\n

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\n \n 2015\n \n \n (8)\n \n \n

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\n \n\n \n \n \n \n \n \n CookingCAKE: A Framework for the adaptation of cooking recipes represented as workflows.\n \n \n \n \n\n\n \n Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Computer Cooking Contest, Workshop Proceedings ICCBR 2015, Springer, 2015. \n \n\n\n\n
\n\n\n\n \n \n $\"CookingCAKE:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_cookingcake:_2015,\n\ttitle        = {{CookingCAKE}: {A} {Framework} for the adaptation of cooking recipes represented as workflows},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2015,\n\tbooktitle    = {Computer {Cooking} {Contest}, {Workshop} {Proceedings} {ICCBR} 2015},\n\taddress      = {Springer},\n\turl          = {http://www.wi2.uni-trier.de/publications/2015_MuellerBergmannCCC.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Social workflows - Vision and potential study.\n \n \n \n \n\n\n \n Görg, S., & Bergmann, R.\n\n\n \n\n\n\n Information Systems, 50(0): 1–19. 2015.\n Only preprint of this article available for download\n\n\n\n
\n\n\n\n \n \n $\"Social$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{gorg_social_2015,\n\ttitle        = {Social workflows - {Vision} and potential study},\n\tauthor       = {G{\\"o}rg, Sebastian and Bergmann, Ralph},\n\tyear         = 2015,\n\tjournal      = {Information Systems},\n\tseries       = {Elsevier},\n\tvolume       = 50,\n\tnumber       = {0},\n\tpages        = {1--19},\n\tdoi          = {http://dx.doi.org/10.1016/j.is.2014.12.007},\n\tissn         = {0306-4379},\n\turl          = {http://www.wi2.uni-trier.de/publications/2015_GoergBergmannIS.pdf},\n\tnote         = {Only preprint of this article available for download}\n}\n

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\n \n\n \n \n \n \n \n \n Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB.\n \n \n \n \n\n\n \n Bergmann, R., Görg, S., & Müller, G.,\n editors.\n \n\n\n \n\n\n\n Volume 1458 of CEUR Workshop Proceedings 2015.\n \n\n\n\n
\n\n\n\n \n \n $\"Proceedings$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_proceedings_2015,\n\ttitle        = {Proceedings of the {LWA} 2015 {Workshops}: {KDML}, {FGWM}, {IR}, and {FGDB}.},\n\tyear         = 2015,\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\tvolume       = 1458,\n\turl          = {http://ceur-ws.org/Vol-1458/},\n\teditor       = {Bergmann, Ralph and G{\\"o}rg, Sebastian and M{\\"u}ller, Gilbert}\n}\n

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\n \n\n \n \n \n \n \n \n Flexible Process-Aware Information Systems for Deficiency Management in Construction.\n \n \n \n \n\n\n \n Gessinger, S., & Bergmann, R.\n\n\n \n\n\n\n In Bergmann, R., Görg, S., & Müller, G., editor(s), Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, volume 1458, of CEUR Workshop Proceedings, pages 330–338, Trier, 2015. \n \n\n\n\n
\n\n\n\n \n \n $\"Flexible$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{gessinger_flexible_2015,\n\ttitle        = {Flexible {Process}-{Aware} {Information} {Systems} for {Deficiency} {Management} in {Construction}},\n\tauthor       = {Gessinger, Sarah and Bergmann, Ralph},\n\tyear         = 2015,\n\tbooktitle    = {Proceedings of the {LWA} 2015 {Workshops}: {KDML}, {FGWM}, {IR}, and {FGDB}},\n\taddress      = {Trier},\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\tvolume       = 1458,\n\tpages        = {330--338},\n\turl          = {http://www.wi2.uni-trier.de/publications/2015_GessingerBergmannLWA.pdf},\n\teditor       = {Bergmann, Ralph and G{\\"o}rg, Sebastian and M{\\"u}ller, Gilbert}\n}\n

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\n \n\n \n \n \n \n \n \n POQL: A New Query Language for Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Bergmann, R., Görg, S., & Müller, G., editor(s), Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, volume 1458, of CEUR Workshop Proceedings, pages 247–255, Trier, 2015. \n \n\n\n\n
\n\n\n\n \n \n $\"POQL:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_poql:_2015,\n\ttitle        = {{POQL}: {A} {New} {Query} {Language} for {Process}-{Oriented} {Case}-{Based} {Reasoning}},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2015,\n\tbooktitle    = {Proceedings of the {LWA} 2015 {Workshops}: {KDML}, {FGWM}, {IR}, and {FGDB}},\n\taddress      = {Trier},\n\tseries       = {{CEUR} {Workshop} {Proceedings}},\n\tvolume       = 1458,\n\tpages        = {247--255},\n\turl          = {http://www.wi2.uni-trier.de/publications/2015_MuellerBergmannLWA.pdf},\n\teditor       = {Bergmann, Ralph and G{\\"o}rg, Sebastian and M{\\"u}ller, Gilbert}\n}\n

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\n \n\n \n \n \n \n \n \n Generalization of Workflows in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Müller, G., Bergmann, R., Russel, I., & Eberle, W.\n\n\n \n\n\n\n In 28th International FLAIRS Conference, pages 391–396, Hollywood (Florida), USA, 2015. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n $\"Generalization$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_generalization_2015,\n\ttitle        = {Generalization of {Workflows} in {Process}-{Oriented} {Case}-{Based} {Reasoning}},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph and Russel, Ingrid and Eberle, William},\n\tyear         = 2015,\n\tbooktitle    = {28th {International} {FLAIRS} {Conference}},\n\tpublisher    = {AAAI Press},\n\taddress      = {Hollywood (Florida), USA},\n\tpages        = {391--396},\n\turl          = {http://www.wi2.uni-trier.de/publications/2015_MuellerBergmannFLAIRS.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Hüllermeier, E., & Minor, M., editor(s), Case-Based Reasoning Research and Development - 23nd International Conference, ICCBR 2015, Frankfurt, Germany, September 28, 2015 - September 30, 2015. Proceedings, volume 9343, of Lecture Notes in Artificial Intelligence, pages 259–274, 2015. Spinger\n \n\n\n\n
\n\n\n\n \n \n $\"Learning$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_learning_2015,\n\ttitle        = {Learning and {Applying} {Adaptation} {Operators} in {Process}-{Oriented} {Case}-{Based} {Reasoning}},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2015,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development} - 23nd {International} {Conference}, {ICCBR} 2015, {Frankfurt}, {Germany}, {September} 28, 2015 - {September} 30, 2015. {Proceedings}},\n\tpublisher    = {Spinger},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 9343,\n\tpages        = {259--274},\n\turl          = {http://www.wi2.uni-trier.de/publications/2015_MuellerBergmannICCBR.pdf},\n\teditor       = {H{\\"u}llermeier, Eyke and Minor, Mirjam}\n}\n

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\n \n\n \n \n \n \n \n \n View Specific Visualization of Proofs for the Analysis of Variant Development Structures.\n \n \n \n \n\n\n \n Grumbach, L.\n\n\n \n\n\n\n In Transdisciplinary Lifecycle Analysis of Systems - Proceedings of the 22nd \\ISPE\\ Inc. International Conference on Concurrent Engineering, Delft, The Netherlands, July 20-23, 2015, of Advances in Transdisciplinary Engineering, pages 204–213, 2015. IOS Press\n ©2015 © The authors and IOS Press.\n\n\n\n
\n\n\n\n \n \n $\"View$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{grumbach_view_2015,\n\ttitle        = {View {Specific} {Visualization} of {Proofs} for the {Analysis} of {Variant} {Development} {Structures}},\n\tauthor       = {Grumbach, Lisa},\n\tyear         = 2015,\n\tbooktitle    = {Transdisciplinary {Lifecycle} {Analysis} of {Systems} - {Proceedings} of the 22nd \\{{ISPE}\\} {Inc}. {International} {Conference} on {Concurrent} {Engineering}, {Delft}, {The} {Netherlands}, {July} 20-23, 2015},\n\tpublisher    = {IOS Press},\n\tseries       = {Advances in {Transdisciplinary} {Engineering}},\n\tpages        = {204--213},\n\tdoi          = {10.3233/978-1-61499-544-9-204},\n\tisbn         = {978-1-61499-543-2},\n\turl          = {http://www.wi2.uni-trier.de/publications/2015_GrumbachISPE.pdf},\n\turldate      = {2015-11-03},\n\tnote         = {{\\textcopyright}2015 \\&copy; The authors and IOS Press.},\n\tabstract     = {The importance of variant development structures has increased continuously over the past few years. Nowadays the keyword is mass customization. Manufacturers have to satisfy the personal needs of their clients to keep up with competitors. Individual wishes and increasing demands of customers require the possibility of flexible and nearly limitless adaptations of a product. The result is a diversity of variants in one product line. Issues occur during the development of the corresponding development structures that were related to the complexity of the arising product data. Not only the amount of functionality and therefore individual components is rising, but also the interrelationships among the single components are getting more complex. The number of new evolving variants once a feature is added increases in the worst case exponentially. The resulting complexity cannot be handled manually. Thus, a formal logic based approach has to be used to describe the underlying variability model of the product structure. These formal specifications provide a basis for algorithms, which analyse the structures in terms of finding all kinds of errors like inconsistencies or dead features. Such results include formal proofs, which reason about the derivation of the found errors. As the users who construct and manage the development structures typically have no expert knowledge about formal languages and proofs, the analysis output has to be represented in a role and user-specific way. The presented work concentrates on an approach to visualize the formal results in an understandable, adaptable and user-oriented fashion. Different concepts are elaborated, which cover the information needs of specific user groups to match their respective knowledge level. As feature models are used to represent variant development structures in a simple and compact manner, they are used as a basic visualization technique. Other views represent the proof, in fact a resolution graph, a proof tree and a proof step. One possibility to understand the proof is to simulate through the individual steps. Each of the features and relationships, which play a role in the current step, are highlighted in the feature model. The mapping between proof steps and features and their relationships simplifies the comprehension. Based on these concepts a prototype is implemented, whose functionality respects the common human computer interaction requirements. To conclude, the result is summarized and prospects on future increments, further concepts and possible improvements are given.}\n}\n

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\n The importance of variant development structures has increased continuously over the past few years. Nowadays the keyword is mass customization. Manufacturers have to satisfy the personal needs of their clients to keep up with competitors. Individual wishes and increasing demands of customers require the possibility of flexible and nearly limitless adaptations of a product. The result is a diversity of variants in one product line. Issues occur during the development of the corresponding development structures that were related to the complexity of the arising product data. Not only the amount of functionality and therefore individual components is rising, but also the interrelationships among the single components are getting more complex. The number of new evolving variants once a feature is added increases in the worst case exponentially. The resulting complexity cannot be handled manually. Thus, a formal logic based approach has to be used to describe the underlying variability model of the product structure. These formal specifications provide a basis for algorithms, which analyse the structures in terms of finding all kinds of errors like inconsistencies or dead features. Such results include formal proofs, which reason about the derivation of the found errors. As the users who construct and manage the development structures typically have no expert knowledge about formal languages and proofs, the analysis output has to be represented in a role and user-specific way. The presented work concentrates on an approach to visualize the formal results in an understandable, adaptable and user-oriented fashion. Different concepts are elaborated, which cover the information needs of specific user groups to match their respective knowledge level. As feature models are used to represent variant development structures in a simple and compact manner, they are used as a basic visualization technique. Other views represent the proof, in fact a resolution graph, a proof tree and a proof step. One possibility to understand the proof is to simulate through the individual steps. Each of the features and relationships, which play a role in the current step, are highlighted in the feature model. The mapping between proof steps and features and their relationships simplifies the comprehension. Based on these concepts a prototype is implemented, whose functionality respects the common human computer interaction requirements. To conclude, the result is summarized and prospects on future increments, further concepts and possible improvements are given.\n

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\n \n 2014\n \n \n (10)\n \n \n

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\n \n\n \n \n \n \n \n \n Compositional Adaptation of Cooking Recipes using Workflow Streams.\n \n \n \n \n\n\n \n Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Computer Cooking Contest, Workshop Proceedings ICCBR 2014, Springer, 2014. \n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Compositional$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 34 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_compositional_2014,\n\ttitle        = {Compositional {Adaptation} of {Cooking} {Recipes} using {Workflow} {Streams}},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2014,\n\tbooktitle    = {Computer {Cooking} {Contest}, {Workshop} {Proceedings} {ICCBR} 2014},\n\taddress      = {Springer},\n\turl          = {http://www.wi2.uni-trier.de/publications/2014_MuellerBergmannCCC.pdf},\n\tnote         = {The original publication is available at www.springerlink.com}\n}\n

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\n \n\n \n \n \n \n \n \n Case-based adaptation of workflows.\n \n \n \n \n\n\n \n Minor, M., Bergmann, R., & Görg, S.\n\n\n \n\n\n\n Information Systems, 40: 142–152. 2014.\n \n\n\n\n
\n\n\n\n \n \n $\"Case-based$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 42 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{minor_case-based_2014,\n\ttitle        = {Case-based adaptation of workflows},\n\tauthor       = {Minor, Mirjam and Bergmann, Ralph and G{\\"o}rg, Sebastian},\n\tyear         = 2014,\n\tjournal      = {Information Systems},\n\tseries       = {Elsevier},\n\tvolume       = 40,\n\tpages        = {142--152},\n\tdoi          = {10.1016/j.is.2012.11.011},\n\turl          = {http://www.sciencedirect.com/science/article/pii/S0306437912001536}\n}\n

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\n \n\n \n \n \n \n \n \n Similarity Assessment and Efficient Retrieval of Semantic Workfows.\n \n \n \n \n\n\n \n Bergmann, R., & Gil, Y.\n\n\n \n\n\n\n Information Systems, 40: 115–127. 2014.\n Only preprint of this article available for download\n\n\n\n
\n\n\n\n \n \n $\"Similarity$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 85 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_similarity_2014,\n\ttitle        = {Similarity {Assessment} and {Efficient} {Retrieval} of {Semantic} {Workfows}},\n\tauthor       = {Bergmann, Ralph and Gil, Yolanda},\n\tyear         = 2014,\n\tjournal      = {Information Systems},\n\tseries       = {Elsevier},\n\tvolume       = 40,\n\tpages        = {115--127},\n\tdoi          = {10.1016/j.is.2012.07.005},\n\turl          = {http://www.wi2.uni-trier.de/publications/2012_BergmannGilISJ.pdf},\n\tnote         = {Only preprint of this article available for download}\n}\n

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\n \n\n \n \n \n \n \n Können spezielle IT-Konzepte für die alternde Bevölkerung zur Steigerung der Lebensqualität beitragen? Vorstellung eines Konzepts für 55+.\n \n \n \n\n\n \n Grumbach, L., Richert, V., & Kuhn, E.\n\n\n \n\n\n\n In Prozesse, Technologie, Anwendungen, Systeme und Management, of Angewandte Forschung in der Wirtschaftsinformatik, pages 388 S., Regensburg, 2014. Verlag News & Media, Berlin\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{grumbach_konnen_2014,\n\ttitle        = {K{\\"o}nnen spezielle {IT}-{Konzepte} f{\\"u}r die alternde {Bev{\\"o}lkerung} zur {Steigerung} der {Lebensqualit{\\"a}t} beitragen? {Vorstellung} eines {Konzepts} f{\\"u}r 55+},\n\tauthor       = {Grumbach, Lisa and Richert, Vitali and Kuhn, Elvira},\n\tyear         = 2014,\n\tbooktitle    = {Prozesse, {Technologie}, {Anwendungen}, {Systeme} und {Management}},\n\tpublisher    = {Verlag News \\& Media, Berlin},\n\taddress      = {Regensburg},\n\tseries       = {Angewandte {Forschung} in der {Wirtschaftsinformatik}},\n\tpages        = {388 S.}\n}\n

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\n \n\n \n \n \n \n \n \n The Collaborative Agile Knowledge Engine CAKE.\n \n \n \n \n\n\n \n Bergmann, R., Gessinger, S., Görg, S., & Müller, G.\n\n\n \n\n\n\n In Proceedings of the 18th International Conference on Supporting Group Work, of GROUP '14, pages 281–284, New York, NY, USA, 2014. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{bergmann_collaborative_2014,\n\ttitle        = {The {Collaborative} {Agile} {Knowledge} {Engine} {CAKE}},\n\tauthor       = {Bergmann, Ralph and Gessinger, Sarah and G{\\"o}rg, Sebastian and M{\\"u}ller, Gilbert},\n\tyear         = 2014,\n\tbooktitle    = {Proceedings of the 18th {International} {Conference} on {Supporting} {Group} {Work}},\n\tpublisher    = {ACM},\n\taddress      = {New York, NY, USA},\n\tseries       = {{GROUP} '14},\n\tpages        = {281--284},\n\tdoi          = {10.1145/2660398.2663771},\n\tisbn         = {978-1-4503-3043-5},\n\turl          = {http://www.wi2.uni-trier.de/publications/2014_CAKE_ACM.pdf},\n\turldate      = {2014-12-11},\n\tabstract     = {The Collaborative Agile Knowledge Engine (CAKE) is a prototypical generic software system for integrated process and knowledge management. CAKE integrates recent research results on agile workflows, process-oriented case-based reasoning, and web technologies into a common platform that can be configured to different application domains and needs. We describe the main concepts and the architecture of CAKE and sketch three example applications.},\n\tkeywords     = {agile workflows, case-based reasoning, knowledge management, process management}\n}\n

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\n \n\n \n \n \n \n \n \n Enhancing experience reuse and learning.\n \n \n \n \n\n\n \n Bonjour, E., Geneste, L., & Bergmann, R.\n\n\n \n\n\n\n Knowledge-Based Systems, 68: 1 – 3. 2014.\n \n\n\n\n
\n\n\n\n \n \n $\"Enhancing$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bonjour_enhancing_2014,\n\ttitle        = {Enhancing experience reuse and learning},\n\tauthor       = {Bonjour, Eric and Geneste, Laurent and Bergmann, Ralph},\n\tyear         = 2014,\n\tjournal      = {Knowledge-Based Systems},\n\tvolume       = 68,\n\tpages        = {1 -- 3},\n\tdoi          = {http://doi.org/10.1016/j.knosys.2014.06.024},\n\tissn         = {0950-7051},\n\turl          = {http://www.sciencedirect.com/science/article/pii/S0950705114002457}\n}\n

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\n \n\n \n \n \n \n \n WEDA – Web-basierte Erstellung, Wiederverwendung, Dokumentation und Ablaufunterstützung agiler Workflows. Abschussbericht.\n \n \n \n\n\n \n Bergmann, R., & Görg, S.\n\n\n \n\n\n\n Technical Report Universität Trier, Lehrstuhl für Wirtschaftsinformatik II, 2014.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{bergmann_weda_2014,\n\ttitle        = {{WEDA} {\\textendash} {Web}-basierte {Erstellung}, {Wiederverwendung}, {Dokumentation} und {Ablaufunterst{\\"u}tzung} agiler {Workflows}. {Abschussbericht}.},\n\tauthor       = {Bergmann, Ralph and G{\\"o}rg, Sebastian},\n\tyear         = 2014,\n\tinstitution  = {Universit{\\"a}t Trier, Lehrstuhl f{\\"u}r Wirtschaftsinformatik II}\n}\n

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\n \n\n \n \n \n \n \n \n A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names.\n \n \n \n \n\n\n \n Dieterle, S., & Bergmann, R.\n\n\n \n\n\n\n In Lamontagne, L., & Plaza, E., editor(s), Case-Based Reasoning Research and Development, 22th International Conference on Case-Based Reasoning, ICCBR 2014, of Lecture Notes in Artificial Intelligence, pages 95–109, 2014. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{dieterle_hybrid_2014,\n\ttitle        = {A {Hybrid} {CBR}-{ANN} {Approach} to the {Appraisal} of {Internet} {Domain} {Names}},\n\tauthor       = {Dieterle, Sebastian and Bergmann, Ralph},\n\tyear         = 2014,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}, 22th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2014},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tpages        = {95--109},\n\turl          = {http://www.wi2.uni-trier.de/publications/2014_DieterleBergmannICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Lamontagne, Luc and Plaza, Enric}\n}\n

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\n \n\n \n \n \n \n \n \n A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.\n \n \n \n \n\n\n \n Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Schaub, T., Friedrich, G., & O'Sullivan, B., editor(s), 20th European Conference on Artificial Intelligence (ECAI 2014), pages 639–644, IOS Press, 2014. \n Preprint of this article available for download.\n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 32 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_cluster-based_2014,\n\ttitle        = {A {Cluster}-{Based} {Approach} to {Improve} {Similarity}-{Based} {Retrieval} for {Process}-{Oriented} {Case}-{Based} {Reasoning}},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2014,\n\tbooktitle    = {20th {European} {Conference} on {Artificial} {Intelligence} ({ECAI} 2014)},\n\taddress      = {IOS Press},\n\tpages        = {639--644},\n\turl          = {http://www.wi2.uni-trier.de/publications/2014_MuellerBergmannECAI.pdf},\n\tnote         = {Preprint of this article available for download.},\n\teditor       = {Schaub, Torsten and Friedrich, Gerhard and O'Sullivan, Barry}\n}\n

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\n \n\n \n \n \n \n \n \n Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR.\n \n \n \n \n\n\n \n Müller, G., & Bergmann, R.\n\n\n \n\n\n\n In Lamontagne, L., & Plaza, E., editor(s), Case-Based Reasoning Research and Development - 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings, volume 8765, of Lecture Notes in Artificial Intelligence, pages 315–329, 2014. Springer\n Best phd student paper award. The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Workflow$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 51 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_workflow_2014,\n\ttitle        = {Workflow {Streams}: {A} {Means} for {Compositional} {Adaptation} in {Process}-{Oriented} {CBR}},\n\tauthor       = {M{\\"u}ller, Gilbert and Bergmann, Ralph},\n\tyear         = 2014,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development} - 22nd {International} {Conference}, {ICCBR} 2014, {Cork}, {Ireland}, {September} 29, 2014 - {October} 1, 2014. {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 8765,\n\tpages        = {315--329},\n\turl          = {http://www.wi2.uni-trier.de/publications/2014_MuellerBergmannICCBR.pdf},\n\tnote         = {Best phd student paper award. The original publication is available at www.springerlink.com},\n\teditor       = {Lamontagne, Luc and Plaza, Enric}\n}\n

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\n \n 2013\n \n \n (5)\n \n \n

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\n \n\n \n \n \n \n \n \n Real-Time Collaboration and Experience Reuse For Cloud - Based Workflow Management Systems.\n \n \n \n \n\n\n \n Görg, S., Bergmann, R., Gessinger, S., & Minor, M.\n\n\n \n\n\n\n In Workshop on Social Business Process Management (SBM 2013), 2013. IEEE Computer Society Press\n \n\n\n\n
\n\n\n\n \n \n $\"Real-Time$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{gorg_realtime_2013,\n\ttitle        = {Real-{Time} {Collaboration} and {Experience} {Reuse} {For} {Cloud} - {Based} {Workflow} {Management} {Systems}},\n\tauthor       = {G{\\"o}rg, Sebastian and Bergmann, Ralph and Gessinger, Sarah and Minor, Mirjam},\n\tyear         = 2013,\n\tbooktitle    = {Workshop on {Social} {Business} {Process} {Management} ({SBM} 2013)},\n\tpublisher    = {IEEE Computer Society Press},\n\turl          = {http://www.wi2.uni-trier.de/publications/2013_SBM_Workshop_GoergEtAl.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche.\n \n \n \n \n\n\n \n Gessinger, S., & Bergmann, R.\n\n\n \n\n\n\n In Sperker, H., Henrich, A., & Schmid, U., editor(s), LWA 2013 Lernen - Wissen - Adaption, pages 212–219, 2013. Otto-Friedrich-Universität Bamberg\n \n\n\n\n
\n\n\n\n \n \n $\"Potentialanalyse$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{gessinger_potentialanalyse_2013,\n\ttitle        = {Potentialanalyse des prozessorientierten {Wissensmanagement} f{\\"u}r die {Baubranche}},\n\tauthor       = {Gessinger, Sarah and Bergmann, Ralph},\n\tyear         = 2013,\n\tbooktitle    = {{LWA} 2013 {Lernen} - {Wissen} - {Adaption}},\n\tpublisher    = {Otto-Friedrich-Universit{\\"a}t Bamberg},\n\tpages        = {212--219},\n\turl          = {http://www.wi2.uni-trier.de/publications/2013_LWA_Gessinger.pdf},\n\teditor       = {Sperker, Hans-Christian and Henrich, Andreas and Schmid, Ute}\n}\n

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\n \n\n \n \n \n \n \n \n Workflow Clustering Using Semantic Similarity Measures.\n \n \n \n \n\n\n \n Bergmann, R., Müller, G., & Wittkowsky, D.\n\n\n \n\n\n\n In Timm, I., & Thimm, M., editor(s), KI 2013: Advances in Artificial Intelligence, volume 8077, of Lecture Notes in Artificial Intelligence, 2013. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Workflow$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 16 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_workflow_2013,\n\ttitle        = {Workflow {Clustering} {Using} {Semantic} {Similarity} {Measures}},\n\tauthor       = {Bergmann, Ralph and M{\\"u}ller, Gilbert and Wittkowsky, Daniel},\n\tyear         = 2013,\n\tbooktitle    = {{KI} 2013: {Advances} in {Artificial} {Intelligence}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 8077,\n\turl          = {http://www.wi2.uni-trier.de/publications/2013_BergmannMuellerWittkowskyKI.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Timm, Ingo and Thimm, Matthias}\n}\n

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\n \n\n \n \n \n \n \n \n MAC/FAC Retrieval of Semantic Workflows.\n \n \n \n \n\n\n \n Bergmann, R., & Stromer, A.\n\n\n \n\n\n\n In Boonthum-Denecke, C., & Youngblood, G. M., editor(s), Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, St. Pete Beach, May 22-25, 2013., pages 357 – 362, 2013. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n $\"MAC/FAC$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 25 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_mac/fac_2013,\n\ttitle        = {{MAC}/{FAC} {Retrieval} of {Semantic} {Workflows}},\n\tauthor       = {Bergmann, Ralph and Stromer, Alexander},\n\tyear         = 2013,\n\tbooktitle    = {Proceedings of the {Twenty}-{Sixth} {International} {Florida} {Artificial} {Intelligence} {Research} {Society} {Conference}, {St}. {Pete} {Beach}, {May} 22-25, 2013.},\n\tpublisher    = {AAAI Press},\n\tpages        = {357 -- 362},\n\turl          = {http://www.wi2.uni-trier.de/publications/2013_FLAIRS_BergmannStromer.pdf},\n\teditor       = {Boonthum-Denecke, C. and Youngblood, G. Michael}\n}\n

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\n \n\n \n \n \n \n \n \n A Resource Model for Cloud-Based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse.\n \n \n \n \n\n\n \n Görg, S., Bergmann, R., Gessinger, S., & Minor, M.\n\n\n \n\n\n\n In Proceedings of the 3rd International Conference on Cloud Computing and Services Science, Aachen, Germany, 2013, pages 263–272, 2013. SciTePress 2013\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 14 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{gorg_resource_2013,\n\ttitle        = {A {Resource} {Model} for {Cloud}-{Based} {Workflow} {Management} {Systems} - {Enabling} {Access} {Control}, {Collaboration} and {Reuse}},\n\tauthor       = {G{\\"o}rg, Sebastian and Bergmann, Ralph and Gessinger, Sarah and Minor, Mirjam},\n\tyear         = 2013,\n\tbooktitle    = {Proceedings of the 3rd {International} {Conference} on {Cloud} {Computing} and {Services} {Science}, {Aachen}, {Germany}, 2013},\n\tpublisher    = {SciTePress 2013},\n\tpages        = {263--272},\n\turl          = {http://www.wi2.uni-trier.de/publications/2013_CLOSER-GoergEtAl.pdf}\n}\n

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\n \n 2012\n \n \n (5)\n \n \n

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\n \n\n \n \n \n \n \n \n Scaling similarity-based retrieval of semantic workflows.\n \n \n \n \n\n\n \n Bergmann, Ralph, Minor, Mirjam, Islam, Siblee, Schumacher, Pol, & Stromer, Alexander\n\n\n \n\n\n\n In Lamontagne, Luc, & Recio-Garcia, Juan A., editor(s), ICCBR-Workshop on Process-oriented Case-Based Reasoning, pages 15–24, Lyon, 2012. \n \n\n\n\n
\n\n\n\n \n \n $\"Scaling$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_ralph_scaling_2012,\n\ttitle        = {Scaling similarity-based retrieval of semantic workflows},\n\tauthor       = {{Bergmann, Ralph} and {Minor, Mirjam} and {Islam, Siblee} and {Schumacher, Pol} and {Stromer, Alexander}},\n\tyear         = 2012,\n\tbooktitle    = {{ICCBR}-{Workshop} on {Process}-oriented {Case}-{Based} {Reasoning}},\n\taddress      = {Lyon},\n\tpages        = {15--24},\n\turl          = {http://www.wi2.uni-trier.de/publications/2012_ICCBR_POCBR_Bergmann_etal.pdf},\n\teditor       = {{Lamontagne, Luc} and {Recio-Garcia, Juan A.}}\n}\n

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\n \n\n \n \n \n \n \n \n Collecting, reusing and executing private workflows on social network platforms.\n \n \n \n \n\n\n \n Görg, S., Bergmann, R., Minor, M., Gessinger, S., & Islam, S.\n\n\n \n\n\n\n In Mille, A., Gandon, F. L., Misselis, J., Rabinovich, M., & Staab, S., editor(s), Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume), pages 747–750, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Collecting,$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{gorg_collecting_2012,\n\ttitle        = {Collecting, reusing and executing private workflows on social network platforms},\n\tauthor       = {G{\\"o}rg, Sebastian and Bergmann, Ralph and Minor, Mirjam and Gessinger, Sarah and Islam, Siblee},\n\tyear         = 2012,\n\tbooktitle    = {Proceedings of the 21st {World} {Wide} {Web} {Conference}, {WWW} 2012, {Lyon}, {France}, {April} 16-20, 2012 ({Companion} {Volume})},\n\tpublisher    = {ACM},\n\tpages        = {747--750},\n\tisbn         = {978-1-4503-1230-1},\n\turl          = {http://www.wi2.uni-trier.de/publications/2012_WWW_GoergEtal.pdf},\n\teditor       = {Mille, Alain and Gandon, Fabien L. and Misselis, Jacques and Rabinovich, Michael and Staab, Steffen}\n}\n

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\n \n\n \n \n \n \n \n \n Confidence in Workflow Adaptation.\n \n \n \n \n\n\n \n Minor, M., Islam, S., & Schumacher, P.\n\n\n \n\n\n\n In Case-Based Reasoning. Research and Development, 20th International Conference on Case-Based Reasoning, ICCBR 2012, of Lecture Notes in Computer Science, 2012. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Confidence$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 12 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{minor_confidence_2012,\n\ttitle        = {Confidence in {Workflow} {Adaptation}},\n\tauthor       = {Minor, Mirjam and Islam, Siblee and Schumacher, Pol},\n\tyear         = 2012,\n\tbooktitle    = {Case-{Based} {Reasoning}. {Research} and {Development}, 20th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2012},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2012_ICCBR_Minor_springer.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\tkeywords     = {Adaptation, CBR}\n}\n

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\n \n\n \n \n \n \n \n \n Extraction of Procedural Knowledge from the Web.\n \n \n \n \n\n\n \n Schumacher, P., Minor, M., Walter, K., & Bergmann, R.\n\n\n \n\n\n\n In Mille, A., Gandon, F. L., Misselis, J., Rabinovich, M., & Staab, S., editor(s), Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume), Lyon, France, 2012. ACM\n \n\n\n\n
\n\n\n\n \n \n $\"Extraction$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 10 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schumacher_extraction_2012,\n\ttitle        = {Extraction of {Procedural} {Knowledge} from the {Web}},\n\tauthor       = {Schumacher, Pol and Minor, Mirjam and Walter, Kirstin and Bergmann, Ralph},\n\tyear         = 2012,\n\tbooktitle    = {Proceedings of the 21st {World} {Wide} {Web} {Conference}, {WWW} 2012, {Lyon}, {France}, {April} 16-20, 2012 ({Companion} {Volume})},\n\tpublisher    = {ACM},\n\taddress      = {Lyon, France},\n\turl          = {http://www.wi2.uni-trier.de/publications/2012_WWW_SchumacherEtal.pdf},\n\teditor       = {Mille, Alain and Gandon, Fabien L. and Misselis, Jacques and Rabinovich, Michael and Staab, Steffen},\n\tfile         = {wk2fp3-schumacher.pdf:C\\:\\\\Users\\\\Zeyen\\\\Zotero\\\\storage\\\\HKDMQUMQ\\\\wk2fp3-schumacher.pdf:application/pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Case-Based Appraisal of Internet Domains.\n \n \n \n \n\n\n \n Dieterle, S., & Bergmann, R.\n\n\n \n\n\n\n In Watson, I., editor(s), Case-Based Reasoning. Research and Development, 20th International Conference on Case-Based Reasoning, ICCBR 2012, volume 7466, of Lecture Notes in Artificial Intelligence, pages 47–61, 2012. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Case-Based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{dieterle_case-based_2012,\n\ttitle        = {Case-{Based} {Appraisal} of {Internet} {Domains}},\n\tauthor       = {Dieterle, Sebastian and Bergmann, Ralph},\n\tyear         = 2012,\n\tbooktitle    = {Case-{Based} {Reasoning}. {Research} and {Development}, 20th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2012},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 7466,\n\tpages        = {47--61},\n\turl          = {http://www.wi2.uni-trier.de/publications/2012_ICCBR_Dieterle_Bergmann_springer.pdf},\n\tnote         = {Collaborator: Diaz-Agudo, Belen},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Watson, Ian},\n\tkeywords     = {CBR, Application}\n}\n

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\n \n 2011\n \n \n (7)\n \n \n

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\n \n\n \n \n \n \n \n \n Acquiring Adaptation Cases for Scientific Workflows.\n \n \n \n \n\n\n \n Minor, M., & Görg, S.\n\n\n \n\n\n\n In Case-Based Reasoning. Research and Development, 19th International Conference on Case-Based Reasoning, ICCBR 2011, volume 6880, of Lecture Notes in Computer Science, pages 166–180, 2011. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Acquiring$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_acquiring_2011,\n\ttitle        = {Acquiring {Adaptation} {Cases} for {Scientific} {Workflows}},\n\tauthor       = {Minor, Mirjam and G{\\"o}rg, Sebastian},\n\tyear         = 2011,\n\tbooktitle    = {Case-{Based} {Reasoning}. {Research} and {Development}, 19th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2011},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 6880,\n\tpages        = {166--180},\n\turl          = {http://www.wi2.uni-trier.de/publications/2011_ICCBR_MinorGoerg.pdf},\n\tnote         = {The original publication is available at www.springerlink.com}\n}\n

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\n \n\n \n \n \n \n \n \n Adaptives Workflow Management - Referenzmodell und Umsetzung.\n \n \n \n \n\n\n \n Schmalen, D.\n\n\n \n\n\n\n Ph.D. Thesis, Dr. Hut Verlag, 80538 München, 2011.\n ISBN 9783868539905\n\n\n\n
\n\n\n\n \n \n $\"Adaptives$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{schmalen_adaptives_2011,\n\ttitle        = {Adaptives {Workflow} {Management} - {Referenzmodell} und {Umsetzung}},\n\tauthor       = {Schmalen, Daniel},\n\tyear         = 2011,\n\taddress      = {80538 M{\\"u}nchen},\n\turl          = {http://www.dr.hut-verlag.de/9783868539905.html},\n\tnote         = {ISBN 9783868539905},\n\tschool       = {Dr. Hut Verlag}\n}\n

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\n \n\n \n \n \n \n \n \n Workflow Extraction from Cooking Recipes.\n \n \n \n \n\n\n \n Walter, K., Minor, M., & Bergmann, R.\n\n\n \n\n\n\n In Diaz-Agudo, B., & Cordier, A., editor(s), Proceedings of the ICCBR 2011 Workshops, pages 207–216, 2011. \n \n\n\n\n
\n\n\n\n \n \n $\"Workflow$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{walter_workflow_2011,\n\ttitle        = {Workflow {Extraction} from {Cooking} {Recipes}},\n\tauthor       = {Walter, Kirstin and Minor, Mirjam and Bergmann, Ralph},\n\tyear         = 2011,\n\tbooktitle    = {Proceedings of the {ICCBR} 2011 {Workshops}},\n\tpages        = {207--216},\n\turl          = {http://www.wi2.uni-trier.de/publications/2011_CCC_WalterEtal.pdf},\n\teditor       = {Diaz-Agudo, Belen and Cordier, Amelie}\n}\n

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\n \n\n \n \n \n \n \n \n Adaptive Workflow Management in the Cloud -Towards a Novel Platform as a Service.\n \n \n \n \n\n\n \n Minor, M., Bergmann, R., & Görg, S.\n\n\n \n\n\n\n In Proceedings of the ICCBR 2011 Workshops, pages 131–138, 2011. \n \n\n\n\n
\n\n\n\n \n \n $\"Adaptive$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 12 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_adaptive_2011,\n\ttitle        = {Adaptive {Workflow} {Management} in the {Cloud} -{Towards} a {Novel} {Platform} as a {Service}},\n\tauthor       = {Minor, Mirjam and Bergmann, Ralph and G{\\"o}rg, Sebastian},\n\tyear         = 2011,\n\tbooktitle    = {Proceedings of the {ICCBR} 2011 {Workshops}},\n\tpages        = {131--138},\n\turl          = {http://www.wi2.uni-trier.de/publications/2011_POCBR_MinorEtal.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Retrieval of Semantic Workfows with Knowledge Intensive Similarity Measures.\n \n \n \n \n\n\n \n Bergmann, R., Gil, Y., Ram, A., & Wiratunga, N.\n\n\n \n\n\n\n In Case-Based Reasoning. Research and Development, 19th International Conference on Case-Based Reasoning, ICCBR 2011, volume 6880, of Lecture Notes in Artificial Intelligence, pages 17–31, 2011. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Retrieval$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_retrieval_2011,\n\ttitle        = {Retrieval of {Semantic} {Workfows} with {Knowledge} {Intensive} {Similarity} {Measures}},\n\tauthor       = {Bergmann, Ralph and Gil, Yolanda and Ram, Ashwin and Wiratunga, N.},\n\tyear         = 2011,\n\tbooktitle    = {Case-{Based} {Reasoning}. {Research} and {Development}, 19th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2011},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 6880,\n\tpages        = {17--31},\n\turl          = {http://www.wi2.uni-trier.de/publications/2011_BergmannGilICCBR2011CRC.pdf},\n\tnote         = {The original publication is available at www.springerlink.com}\n}\n

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\n \n\n \n \n \n \n \n \n Reasoning on Business Processes to Support Change Reuse.\n \n \n \n \n\n\n \n Minor, M., Bergmann, R., Görg, S., & Walter, K.\n\n\n \n\n\n\n In Hofreiter, B., Dubois, E., Lin, K., Setzer, T., Godart, C., Proper, E., & Bodenstaff, L., editor(s), 13th IEEE Conference on Commerce and Enterprise Computing, CEC 2011, Luxembourg-Kirchberg, Luxembourg, September 5-7, 2011, pages 18–25, 2011. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Reasoning$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_reasoning_2011,\n\ttitle        = {Reasoning on {Business} {Processes} to {Support} {Change} {Reuse}},\n\tauthor       = {Minor, Mirjam and Bergmann, Ralph and G{\\"o}rg, Sebastian and Walter, Kirstin},\n\tyear         = 2011,\n\tbooktitle    = {13th {IEEE} {Conference} on {Commerce} and {Enterprise} {Computing}, {CEC} 2011, {Luxembourg}-{Kirchberg}, {Luxembourg}, {September} 5-7, 2011},\n\tpublisher    = {IEEE Computer Society},\n\tpages        = {18--25},\n\tisbn         = {978-1-4577-1542-6},\n\turl          = {http://www.wi2.uni-trier.de/publications/2011_CEC11_Minor_etal},\n\teditor       = {Hofreiter, Birgit and Dubois, Eric and Lin, Kwei-Jay and Setzer, Thomas and Godart, Claude and Proper, Erik and Bodenstaff, Lianne},\n\tfile         = {submissionMinorCEC11.pdf:C\\:\\\\Users\\\\Zeyen\\\\Zotero\\\\storage\\\\QZGFDTW8\\\\submissionMinorCEC11.pdf:application/pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Inverse Workflows for Supporting Agile Business Process Management.\n \n \n \n \n\n\n \n Sauer, T., Minor, M., & Bergmann, R.\n\n\n \n\n\n\n In Maier, R., editor(s), WM 2011: 6th Conference on Professional Knowledge Management, volume 182, of LNI, pages 204–213, 2011. Gesellschaft für Informatik (GI)\n \n\n\n\n
\n\n\n\n \n \n $\"Inverse$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 12 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{sauer_inverse_2011,\n\ttitle        = {Inverse {Workflows} for {Supporting} {Agile} {Business} {Process} {Management}},\n\tauthor       = {Sauer, Thomas and Minor, Mirjam and Bergmann, Ralph},\n\tyear         = 2011,\n\tbooktitle    = {{WM} 2011: 6th {Conference} on {Professional} {Knowledge} {Management}},\n\tpublisher    = {Gesellschaft f{\\"u}r Informatik (GI)},\n\tseries       = {{LNI}},\n\tvolume       = 182,\n\tpages        = {204--213},\n\turl          = {http://www.wi2.uni-trier.de/publications/2011_WM_SauerEtAl.pdf},\n\teditor       = {Maier, Ronald}\n}\n

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\n \n 2010\n \n \n (5)\n \n \n

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\n \n\n \n \n \n \n \n \n Agile Workflow Technology for Long-Term Processes - Enhanced by Case-Based Change Reuse.\n \n \n \n \n\n\n \n Minor, M., Tartakovski, A., Schmalen, D., & Bergmann, R.\n\n\n \n\n\n\n In Methodological Advancements in Intelligent Information Technologies: Evolutionary Trends, pages 279–298. IGI Global, 2010.\n \n\n\n\n
\n\n\n\n \n \n $\"Agile$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{minor_agile_2010,\n\ttitle        = {Agile {Workflow} {Technology} for {Long}-{Term} {Processes} - {Enhanced} by {Case}-{Based} {Change} {Reuse}},\n\tauthor       = {Minor, Mirjam and Tartakovski, Alexander and Schmalen, Daniel and Bergmann, Ralph},\n\tyear         = 2010,\n\tbooktitle    = {Methodological {Advancements} in {Intelligent} {Information} {Technologies}: {Evolutionary} {Trends}},\n\tpublisher    = {IGI Global},\n\tpages        = {279--298},\n\turl          = {http://www.igi-global.com/bookstore/titledetails.aspx?titleid=37223}\n}\n

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\n \n\n \n \n \n \n \n \n Automated Enactment Tracking for Dynamic Workflows.\n \n \n \n \n\n\n \n Sauer, T.\n\n\n \n\n\n\n Ph.D. Thesis, Dr. Hut Verlag, 80538 München, May 2010.\n ISBN 978-3-86853-470-2\n\n\n\n
\n\n\n\n \n \n $\"Automated$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{sauer_automated_2010,\n\ttitle        = {Automated {Enactment} {Tracking} for {Dynamic} {Workflows}},\n\tauthor       = {Sauer, Thomas},\n\tyear         = 2010,\n\tmonth        = may,\n\taddress      = {80538 M{\\"u}nchen},\n\turl          = {http://www.dr.hut-verlag.de/9783868534702.html},\n\tnote         = {ISBN 978-3-86853-470-2},\n\tschool       = {Dr. Hut Verlag}\n}\n

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\n \n\n \n \n \n \n \n \n Reuse of Pharmaceutical Experience on Patient-individual Formulations.\n \n \n \n \n\n\n \n Minor, M., & Raber, M.\n\n\n \n\n\n\n In Atzmueller, M., Benz, D., Hotho, A., & Stumme, G., editor(s), Lernen - Wissen - Adaptivität, Proceedings of the LWA 2010, pages 261–266, Kassel, 2010. \n \n\n\n\n
\n\n\n\n \n \n $\"Reuse$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_reuse_2010,\n\ttitle        = {Reuse of {Pharmaceutical} {Experience} on {Patient}-individual {Formulations}},\n\tauthor       = {Minor, Mirjam and Raber, Michael},\n\tyear         = 2010,\n\tbooktitle    = {Lernen - {Wissen} - {Adaptivit{\\"a}t}, {Proceedings} of the {LWA} 2010},\n\taddress      = {Kassel},\n\tpages        = {261--266},\n\turl          = {http://www.wi2.uni-trier.de/publications/2010_LWA_MinorRaber.pdf},\n\teditor       = {Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}\n}\n

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\n \n\n \n \n \n \n \n \n Adaptation of Cooking Instructions Following the Workflow Paradigm.\n \n \n \n \n\n\n \n Minor, M., Bergmann, R., Görg, S., & Walter, K.\n\n\n \n\n\n\n In Marling, C., editor(s), ICCBR 2010 Workshop Proceedings, pages 199–208, 2010. \n \n\n\n\n
\n\n\n\n \n \n $\"Adaptation$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 10 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_adaptation_2010,\n\ttitle        = {Adaptation of {Cooking} {Instructions} {Following} the {Workflow} {Paradigm}},\n\tauthor       = {Minor, Mirjam and Bergmann, Ralph and G{\\"o}rg, Sebastian and Walter, Kirstin},\n\tyear         = 2010,\n\tbooktitle    = {{ICCBR} 2010 {Workshop} {Proceedings}},\n\tpages        = {199--208},\n\turl          = {http://www.wi2.uni-trier.de/publications/2010_CCC.pdf},\n\teditor       = {Marling, Cindy}\n}\n

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\n \n\n \n \n \n \n \n \n Towards Case-Based Adaptation of Workflows.\n \n \n \n \n\n\n \n Minor, M., Bergmann, R., Görg, S., & Walter, K.\n\n\n \n\n\n\n In Montani, S., & Bichindaritz, I., editor(s), Case-Based Reasoning. Research and Development, 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria,Italy, July 19-22, 2010., volume 6176, of Lecture Notes in Artificial Intelligence, pages 421–435, 2010. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 32 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_towards_2010,\n\ttitle        = {Towards {Case}-{Based} {Adaptation} of {Workflows}},\n\tauthor       = {Minor, Mirjam and Bergmann, Ralph and G{\\"o}rg, Sebastian and Walter, Kirstin},\n\tyear         = 2010,\n\tbooktitle    = {Case-{Based} {Reasoning}. {Research} and {Development}, 18th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2010, {Alessandria},{Italy}, {July} 19-22, 2010.},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 6176,\n\tpages        = {421--435},\n\turl          = {http://www.wi2.uni-trier.de/publications/2010_MinorEtalICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Montani, Stefania and Bichindaritz, Isabelle}\n}\n

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\n \n 2009\n \n \n (10)\n \n \n

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\n \n\n \n \n \n \n \n \n Case-Based Reasoning - Introduction and Recent Developments.\n \n \n \n \n\n\n \n Bergmann, R., Althoff, K., Minor, M., Reichle, M., & Bach, K.\n\n\n \n\n\n\n Künstliche Intelligenz, 1/2009: 5–11. 2009.\n \n\n\n\n
\n\n\n\n \n \n $\"Case-Based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 24 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_case-based_2009,\n\ttitle        = {Case-{Based} {Reasoning} - {Introduction} and {Recent} {Developments}},\n\tauthor       = {Bergmann, Ralph and Althoff, Klaus-Dieter and Minor, Mirjam and Reichle, Meike and Bach, Kerstin},\n\tyear         = 2009,\n\tjournal      = {K{\\"u}nstliche Intelligenz},\n\tvolume       = {1/2009},\n\tpages        = {5--11},\n\turl          = {http://www.wi2.uni-trier.de/publications/2009_KI_CBR.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Cooking Cake.\n \n \n \n \n\n\n \n Fuchs, C., Gimmler, C., Günther, S., Holthof, L., & Bergmann, R.\n\n\n \n\n\n\n In Minor, M., Stahl, A., & Leake, D., editor(s), Computer Cooking Contest, Workshop Proceedings ICCBR 2010, pages 259 – 268, 2009. \n \n\n\n\n
\n\n\n\n \n \n $\"Cooking$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{fuchs_cooking_2009,\n\ttitle        = {Cooking {Cake}},\n\tauthor       = {Fuchs, Christian and Gimmler, Christoph and G{\\"u}nther, Simon and Holthof, Lukas and Bergmann, Ralph},\n\tyear         = 2009,\n\tbooktitle    = {Computer {Cooking} {Contest}, {Workshop} {Proceedings} {ICCBR} 2010},\n\tpages        = {259 -- 268},\n\turl          = {http://www.wi2.uni-trier.de/publications/2009_CookingCake.pdf},\n\teditor       = {Minor, Mirjam and Stahl, Armin and Leake, David}\n}\n

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\n \n\n \n \n \n \n \n \n Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases.\n \n \n \n \n\n\n \n Bergmann, R., & Tartakovski, A.\n\n\n \n\n\n\n In Lane, H. C., & Guesgen, H. W., editor(s), Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, May 19-21, 2009, Sanibel Island, Florida, USA, 2009. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n $\"Improving$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_improving_2009,\n\ttitle        = {Improving {KD}-{Tree} {Based} {Retrieval} for {Attribute} {Dependent} {Generalized} {Cases}},\n\tauthor       = {Bergmann, Ralph and Tartakovski, Alexander},\n\tyear         = 2009,\n\tbooktitle    = {Proceedings of the {Twenty}-{Second} {International} {Florida} {Artificial} {Intelligence} {Research} {Society} {Conference}, {May} 19-21, 2009, {Sanibel} {Island}, {Florida}, {USA}},\n\tpublisher    = {AAAI Press},\n\tisbn         = {978-1-57735-419-2},\n\turl          = {http://www.wi2.uni-trier.de/publications/2009_flairs.pdf},\n\teditor       = {Lane, H. Chad and Guesgen, Hans W.}\n}\n

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\n \n\n \n \n \n \n \n \n Assistenzsysteme für Agile Geschäftsprozesse.\n \n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n Kumulative Habilitation, Universität Trier, November 2009.\n \n\n\n\n
\n\n\n\n \n \n $\"Assistenzsysteme$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 13 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{minor_assistenzsysteme_2009,\n\ttitle        = {Assistenzsysteme f{\\"u}r {Agile} {Gesch{\\"a}ftsprozesse}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2009,\n\tmonth        = nov,\n\tpublisher    = {Kumulative Habilitation, Universit{\\"a}t Trier},\n\turl          = {http://www.wi2.uni-trier.de/publications/2009_HabilVorwort_Minor.pdf}\n}\n

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\n \n\n \n \n \n \n \n Computer Cooking Contest, Workshop Proceedings ICCBR 2009.\n \n \n \n\n\n \n Minor, M., Stahl, A., & Leake, D.,\n editors.\n \n\n\n \n\n\n\n University of Seattle, 2009.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{minor_computer_2009,\n\ttitle        = {Computer {Cooking} {Contest}, {Workshop} {Proceedings} {ICCBR} 2009},\n\tyear         = 2009,\n\tpublisher    = {University of Seattle},\n\teditor       = {Minor, Mirjam and Stahl, Armin and Leake, David}\n}\n

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\n \n\n \n \n \n \n \n \n Integration of Similarity-Based and Deductive Reasoning for Knowledge Management.\n \n \n \n \n\n\n \n Mougouie, B.\n\n\n \n\n\n\n Ph.D. Thesis, Dr. Hut Verlag, 80538 München, May 2009.\n ISBN 9783868530919\n\n\n\n
\n\n\n\n \n \n $\"Integration$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{mougouie_integration_2009,\n\ttitle        = {Integration of {Similarity}-{Based} and {Deductive} {Reasoning} for {Knowledge} {Management}},\n\tauthor       = {Mougouie, Babak},\n\tyear         = 2009,\n\tmonth        = may,\n\taddress      = {80538 M{\\"u}nchen},\n\turl          = {http://www.dr.hut-verlag.de/9783868530919.html},\n\tnote         = {ISBN 9783868530919},\n\tschool       = {Dr. Hut Verlag}\n}\n

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\n \n\n \n \n \n \n \n \n Mapping across Medical Vocabularies.\n \n \n \n \n\n\n \n Kessler-Bortoluzzi, M.\n\n\n \n\n\n\n Ph.D. Thesis, Dr. Hut Verlag, 80538 München, May 2009.\n ISBN 9783868533668\n\n\n\n
\n\n\n\n \n \n $\"Mapping$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{kessler-bortoluzzi_mapping_2009,\n\ttitle        = {Mapping across {Medical} {Vocabularies}},\n\tauthor       = {Kessler-Bortoluzzi, Mariana},\n\tyear         = 2009,\n\tmonth        = may,\n\taddress      = {80538 M{\\"u}nchen},\n\turl          = {http://www.dr.hut-verlag.de/9783868533668.html},\n\tnote         = {ISBN 9783868533668},\n\tschool       = {Dr. Hut Verlag}\n}\n

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\n \n\n \n \n \n \n \n \n Fallstudie zum Einsatz agiler, prozessorientierter Methoden in der Chipindustrie.\n \n \n \n \n\n\n \n Minor, M., Schmalen, D., & Koldehoff, A.\n\n\n \n\n\n\n In Hansen, H. R., Karagiannis, D., & Fill, H., editor(s), Business Services: Konzepte, Technologien, Anwendungen, 9. Internationale Tagung Wirtschaftsinformatik, 25. - 27. Februar 2009, Wien, volume 1, pages 193 – 201, 2009. Oesterreichische Computer Gesellschaft\n \n\n\n\n
\n\n\n\n \n \n $\"Fallstudie$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_fallstudie_2009,\n\ttitle        = {Fallstudie zum {Einsatz} agiler, prozessorientierter {Methoden} in der {Chipindustrie}},\n\tauthor       = {Minor, Mirjam and Schmalen, Daniel and Koldehoff, Andreas},\n\tyear         = 2009,\n\tbooktitle    = {Business {Services}: {Konzepte}, {Technologien}, {Anwendungen}, 9. {Internationale} {Tagung} {Wirtschaftsinformatik}, 25. - 27. {Februar} 2009, {Wien}},\n\tpublisher    = {Oesterreichische Computer Gesellschaft},\n\tvolume       = 1,\n\tpages        = {193 -- 201},\n\turl          = {http://www.wi2.uni-trier.de/publications/2009_WI_MinorEtal.pdf},\n\teditor       = {Hansen, Hans Robert and Karagiannis, Dimitris and Fill, Hans-Georg}\n}\n

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\n \n\n \n \n \n \n \n \n Demonstration of the Agile Workflow Management System Cake II Based on Long-Term Office Workflows.\n \n \n \n \n\n\n \n Minor, M., Schmalen, D., & Kempin, S.\n\n\n \n\n\n\n In Medeiros, A. K. A. d., & Weber, B., editor(s), CEUR proceedings of the BPM09 Demonstration Track, Business Process Management Conference 2009 (BPM\\textquoteright09), September 2009, Ulm, Germany, volume 489, 2009. \n \n\n\n\n
\n\n\n\n \n \n $\"Demonstration$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_demonstration_2009,\n\ttitle        = {Demonstration of the {Agile} {Workflow} {Management} {System} {Cake} {II} {Based} on {Long}-{Term} {Office} {Workflows}},\n\tauthor       = {Minor, Mirjam and Schmalen, Daniel and Kempin, Stephan},\n\tyear         = 2009,\n\tbooktitle    = {{CEUR} proceedings of the {BPM}09 {Demonstration} {Track}, {Business} {Process} {Management} {Conference} 2009 ({BPM}{\\textquoteright}09), {September} 2009, {Ulm}, {Germany}},\n\tvolume       = 489,\n\turl          = {http://www.wi2.uni-trier.de/publications/2009_BPMDemo_MinorEtal.pdf},\n\teditor       = {Medeiros, Ana Karla Alves de and Weber, Barbara}\n}\n

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\n \n\n \n \n \n \n \n \n Case-Based Reasoning. Special Issue der Zeitschrift Künstliche Intelligenz.\n \n \n \n \n\n\n \n Althoff, K., & Bergmann, R.,\n editors.\n \n\n\n \n\n\n\n , (1/2009). 2009.\n \n\n\n\n
\n\n\n\n \n \n $\"Case-Based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{althoff_case-based_2009,\n\ttitle        = {Case-{Based} {Reasoning}. {Special} {Issue} der {Zeitschrift} {K{\\"u}nstliche} {Intelligenz}},\n\tyear         = 2009,\n\tnumber       = {1/2009},\n\turl          = {http://www.kuenstliche-intelligenz.de/index.php?id=7777},\n\teditor       = {Althoff, Klaus-Dieter and Bergmann, Ralph}\n}\n

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\n \n 2008\n \n \n (10)\n \n \n

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\n \n\n \n \n \n \n \n \n Agile Workflow Technology and Case-Based Change Reuse for Long-Term Processes.\n \n \n \n \n\n\n \n Minor, M., Tartakovski, A., Schmalen, D., & Bergmann, R.\n\n\n \n\n\n\n International Journal of Intelligent Information Technologies, 4(1): 80–98. 2008.\n \n\n\n\n
\n\n\n\n \n \n $\"Agile$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 14 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{minor_agile_2008,\n\ttitle        = {Agile {Workflow} {Technology} and {Case}-{Based} {Change} {Reuse} for {Long}-{Term} {Processes}},\n\tauthor       = {Minor, Mirjam and Tartakovski, Alexander and Schmalen, Daniel and Bergmann, Ralph},\n\tyear         = 2008,\n\tjournal      = {International Journal of Intelligent Information Technologies},\n\tvolume       = 4,\n\tnumber       = 1,\n\tpages        = {80--98},\n\turl          = {http://www.igi-global.com/bookstore/titledetails.aspx?titleid=34478&detailstype=contents}\n}\n

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\n \n\n \n \n \n \n \n Agile Cooperative Process-Aware Information Systems (ProGility 2008).\n \n \n \n\n\n \n Weber, B., Eshuis, R., Mendling, J., & Minor, M.\n\n\n \n\n\n\n In 17th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, WETICE 2008, Rome, Italy, June 23-25, 2008, Proceedings, pages 225–226, 2008. IEEE Computer Society\n \n\n\n\n
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@inproceedings{weber_agile_2008,\n\ttitle        = {Agile {Cooperative} {Process}-{Aware} {Information} {Systems} ({ProGility} 2008)},\n\tauthor       = {Weber, Barbara and Eshuis, Rik and Mendling, Jan and Minor, Mirjam},\n\tyear         = 2008,\n\tbooktitle    = {17th {IEEE} {International} {Workshops} on {Enabling} {Technologies}: {Infrastructures} for {Collaborative} {Enterprises}, {WETICE} 2008, {Rome}, {Italy}, {June} 23-25, 2008, {Proceedings}},\n\tpublisher    = {IEEE Computer Society},\n\tpages        = {225--226},\n\tisbn         = {978-0-7695-3315-5}\n}\n

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\n \n\n \n \n \n \n \n \n WSM-P Workflow Semantic Matching Platform.\n \n \n \n \n\n\n \n Bendeck, F.\n\n\n \n\n\n\n Ph.D. Thesis, 2008.\n \n\n\n\n
\n\n\n\n \n \n $\"WSM-P$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{bendeck_wsm-p_2008,\n\ttitle        = {{WSM}-{P} {Workflow} {Semantic} {Matching} {Platform}},\n\tauthor       = {Bendeck, Fawsy},\n\tyear         = 2008,\n\tpublisher    = {Verlag Dr. Hut, 80538 M{\\"u}nchen , ISBN 978-3-89963-854-7},\n\turl          = {http://www.dr.hut-verlag.de/9783899638547.html}\n}\n

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\n \n\n \n \n \n \n \n \n XML-based Representation of Agile Workflows.\n \n \n \n \n\n\n \n Minor, M., Schmalen, D., & Bergmann, R.\n\n\n \n\n\n\n In Bichler, M., Hess, T., Krcmar, H., Lechner, U., Matthes, F., Picot, A., Speitkamp, B., & Wolf, P., editor(s), Multikonferenz Wirtschaftsinformatik 2008, pages 439–440, 2008. GITO-Verlag Berlin\n \n\n\n\n
\n\n\n\n \n \n $\"XML-based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 11 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_xml-based_2008,\n\ttitle        = {{XML}-based {Representation} of {Agile} {Workflows}},\n\tauthor       = {Minor, Mirjam and Schmalen, Daniel and Bergmann, Ralph},\n\tyear         = 2008,\n\tbooktitle    = {Multikonferenz {Wirtschaftsinformatik} 2008},\n\tpublisher    = {GITO-Verlag Berlin},\n\tpages        = {439--440},\n\turl          = {http://www.wi2.uni-trier.de/publications/2008_MKWI_MinorEtal.pdf},\n\teditor       = {Bichler, Martin and Hess, Thomas and Krcmar, Helmut and Lechner, Ulrike and Matthes, Florian and Picot, Arnold and Speitkamp, Benjamin and Wolf, Petra}\n}\n

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\n \n\n \n \n \n \n \n Computer Cooking Contest, ECCBR 2008 Workshop Proceedings.\n \n \n \n\n\n \n Stahl, A., Minor, M., & Traphöner, R.,\n editors.\n \n\n\n \n\n\n\n Tharax Verlag, 2008.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{stahl_computer_2008,\n\ttitle        = {Computer {Cooking} {Contest}, {ECCBR} 2008 {Workshop} {Proceedings}},\n\tyear         = 2008,\n\tpublisher    = {Tharax Verlag},\n\teditor       = {Stahl, Armin and Minor, Mirjam and Traph{\\"o}ner, Ralph}\n}\n

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\n \n\n \n \n \n \n \n \n Results of a case study on process-oriented knowledge management.\n \n \n \n \n\n\n \n Minor, M., Schmalen, D., & Koldehoff, A.\n\n\n \n\n\n\n In Baumeister, J., & Atzmüller, M., editor(s), LWA 2008 - Workshop-Woche: Lernen, Wissen & Adaptivität, Würzburg, 6.-8. Oktober 2008, Proceedings, volume 448, of Technical Report, pages 29–32, 2008. Department of Computer Science, University of Würzburg, Germany\n \n\n\n\n
\n\n\n\n \n \n $\"Results$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_results_2008,\n\ttitle        = {Results of a case study on process-oriented knowledge management},\n\tauthor       = {Minor, Mirjam and Schmalen, Daniel and Koldehoff, Andreas},\n\tyear         = 2008,\n\tbooktitle    = {{LWA} 2008 - {Workshop}-{Woche}: {Lernen}, {Wissen} \\& {Adaptivit{\\"a}t}, {W{\\"u}rzburg}, 6.-8. {Oktober} 2008, {Proceedings}},\n\tpublisher    = {Department of Computer Science, University of W{\\"u}rzburg, Germany},\n\tseries       = {Technical {Report}},\n\tvolume       = 448,\n\tpages        = {29--32},\n\turl          = {http://www.wi2.uni-trier.de/publications/2008_LWA_MinorEtal.pdf},\n\teditor       = {Baumeister, Joachim and Atzm{\\"u}ller, Martin}\n}\n

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\n \n\n \n \n \n \n \n \n Introspection into an Agile Workflow Engine for Long-Term Processes.\n \n \n \n \n\n\n \n Minor, M., Schmalen, D., Weidlich, J., & Koldehoff, A.\n\n\n \n\n\n\n In 17th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, WETICE 2008, Rome, Italy, June 23-25, 2008, Proceedings, pages 241–246, 2008. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Introspection$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_introspection_2008,\n\ttitle        = {Introspection into an {Agile} {Workflow} {Engine} for {Long}-{Term} {Processes}},\n\tauthor       = {Minor, Mirjam and Schmalen, Daniel and Weidlich, Jakob and Koldehoff, Andreas},\n\tyear         = 2008,\n\tbooktitle    = {17th {IEEE} {International} {Workshops} on {Enabling} {Technologies}: {Infrastructures} for {Collaborative} {Enterprises}, {WETICE} 2008, {Rome}, {Italy}, {June} 23-25, 2008, {Proceedings}},\n\tpublisher    = {IEEE Computer Society},\n\tpages        = {241--246},\n\tisbn         = {978-0-7695-3315-5},\n\turl          = {http://www.wi2.uni-trier.de/publications/2008_WETICE_MinorEtal.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n An Agent-Oriented System for Workflow Enactment Tracking.\n \n \n \n \n\n\n \n Sauer, T., Minor, M., & Werno, S.\n\n\n \n\n\n\n In Proceedings of the 2008 IEEE 17th Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, pages 235–240, Washington, DC, USA, 2008. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"An$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{sauer_agent-oriented_2008,\n\ttitle        = {An {Agent}-{Oriented} {System} for {Workflow} {Enactment} {Tracking}},\n\tauthor       = {Sauer, Thomas and Minor, Mirjam and Werno, Sascha},\n\tyear         = 2008,\n\tbooktitle    = {Proceedings of the 2008 {IEEE} 17th {Workshop} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises}},\n\tpublisher    = {IEEE Computer Society},\n\taddress      = {Washington, DC, USA},\n\tpages        = {235--240},\n\tdoi          = {10.1109/WETICE.2008.28},\n\tisbn         = {978-0-7695-3315-5},\n\turl          = {http://www.wi2.uni-trier.de/publications/2008_WETICE08.pdf},\n\tkeywords     = {Workflow Management, Workflow Enactment Tracking, Multi-Agent Systems}\n}\n

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\n \n\n \n \n \n \n \n Multiagent System Technologies.\n \n \n \n\n\n \n Bergmann, R., Lindemann, G., Kirn, S., & Pechoucek, M.,\n editors.\n \n\n\n \n\n\n\n Volume 5244 of Lecture Notes in Artificial IntelligenceSpringer, September 2008.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_multiagent_2008,\n\ttitle        = {Multiagent {System} {Technologies}},\n\tyear         = 2008,\n\tmonth        = sep,\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 5244,\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Bergmann, Ralph and Lindemann, Gabriela and Kirn, Stefan and Pechoucek, Michal}\n}\n

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\n \n\n \n \n \n \n \n Advances in Case-Based Reasoning, 9th European Conference, ECCBR 2008, Trier, Germany, September 2008, Proceedings.\n \n \n \n\n\n \n Althoff, K., Bergmann, R., Minor, M., & Hanft, A.,\n editors.\n \n\n\n \n\n\n\n Volume 5239 of Lecture Notes in Artificial IntelligenceSpringer, 2008.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{althoff_advances_2008,\n\ttitle        = {Advances in {Case}-{Based} {Reasoning}, 9th {European} {Conference}, {ECCBR} 2008, {Trier}, {Germany}, {September} 2008, {Proceedings}},\n\tyear         = 2008,\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 5239,\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Althoff, Klaus-Dieter and Bergmann, Ralph and Minor, Mirjam and Hanft, Alexandre}\n}\n

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\n \n 2007\n \n \n (14)\n \n \n

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\n \n\n \n \n \n \n \n \n Collaborative Agent-Based Knowledge Engine, Anforderungen - Konzept - Lösungen.\n \n \n \n \n\n\n \n Maximini, K., & Maximini, R.\n\n\n \n\n\n\n Technical Report V2, Universität Trier, Lehrstuhl für Wirtschaftsinformatik II, Universität Trier, Lehstuhl für Wirtschaftsinformatik II, D-54286 Trier, January 2007.\n \n\n\n\n
\n\n\n\n \n \n $\"Collaborative$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{maximini_collaborative_2007,\n\ttitle        = {Collaborative {Agent}-{Based} {Knowledge} {Engine}, {Anforderungen} - {Konzept} - {L{\\"o}sungen}},\n\tauthor       = {Maximini, Kerstin and Maximini, Rainer},\n\tyear         = 2007,\n\tmonth        = jan,\n\taddress      = {Universit{\\"a}t Trier, Lehstuhl f{\\"u}r Wirtschaftsinformatik II, D-54286 Trier},\n\tnumber       = {V2},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_CAKE_Maximini-V2.pdf},\n\tinstitution  = {Universit{\\"a}t Trier, Lehrstuhl f{\\"u}r Wirtschaftsinformatik II}\n}\n

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\n \n\n \n \n \n \n \n \n Mobile Knowledge Management Support in Fire Service Organisations.\n \n \n \n \n\n\n \n Freßmann, A., Bergmann, R., Taylor, B., Diamond, B., & Carr-Smith, G.\n\n\n \n\n\n\n In Oberweis, Weinhardt, Gimpel, Koschmider, Pankratius, & Schnizler, editor(s), Tagungsband der 8. Internationalen Tagung der Wirtschaftsinformatik, volume 2, pages 557–574, 2007. Universitätsverlag Karlsruhe\n \n\n\n\n
\n\n\n\n \n \n $\"Mobile$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{fresmann_mobile_2007,\n\ttitle        = {Mobile {Knowledge} {Management} {Support} in {Fire} {Service} {Organisations}},\n\tauthor       = {Fre{\\ss}mann, Andrea and Bergmann, Ralph and Taylor, Brian and Diamond, Ben and Carr-Smith, Gary},\n\tyear         = 2007,\n\tbooktitle    = {Tagungsband der 8. {Internationalen} {Tagung} der {Wirtschaftsinformatik}},\n\tpublisher    = {Universit{\\"a}tsverlag Karlsruhe},\n\tvolume       = 2,\n\tpages        = {557--574},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_WI_amira.pdf},\n\teditor       = {Oberweis and Weinhardt and Gimpel and Koschmider and Pankratius and Schnizler}\n}\n

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\n \n\n \n \n \n \n \n \n Supporting Workflow Management by Automated Enactment Tracking.\n \n \n \n \n\n\n \n Sauer, T., & Maximini, K.\n\n\n \n\n\n\n In Proceedings of the 4th German Workshop on Experience Management (GWEM2007), March 2007. \n \n\n\n\n
\n\n\n\n \n \n $\"Supporting$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{sauer_supporting_2007,\n\ttitle        = {Supporting {Workflow} {Management} by {Automated} {Enactment} {Tracking}},\n\tauthor       = {Sauer, Thomas and Maximini, Kerstin},\n\tyear         = 2007,\n\tmonth        = mar,\n\tbooktitle    = {Proceedings of the 4th {German} {Workshop} on {Experience} {Management} ({GWEM}2007)},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_GWEM_sauer.pdf}\n}\n

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\n \n\n \n \n \n \n \n Workshop Proceedings Artificial Intelligence Methods for Ambient Intelligence.\n \n \n \n\n\n \n Bergmann, R., Althoff, K., Furbach, U., & Schmid, K.,\n editors.\n \n\n\n \n\n\n\n Darmstadt, 2007.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_workshop_2007,\n\ttitle        = {Workshop {Proceedings} {Artificial} {Intelligence} {Methods} for {Ambient} {Intelligence}},\n\tyear         = 2007,\n\taddress      = {Darmstadt},\n\teditor       = {Bergmann, Ralph and Althoff, Klaus-Dieter and Furbach, Ulrich and Schmid, Klaus}\n}\n

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\n \n\n \n \n \n \n \n \n Erfahrungsmanagement im Überblick.\n \n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n Künstliche Intelligenz, 4/2007: 5–8. 2007.\n \n\n\n\n
\n\n\n\n \n \n $\"Erfahrungsmanagement$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{minor_erfahrungsmanagement_2007,\n\ttitle        = {Erfahrungsmanagement im {\\"U}berblick},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2007,\n\tjournal      = {K{\\"u}nstliche Intelligenz},\n\tvolume       = {4/2007},\n\tpages        = {5--8},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_KI_EM_Minor.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Ambient Intelligence for Decision Making in Fire Service Organizations.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Schiele, B., Dey, A. K., Gellersen, H., Ruyter, B. E. R. d., Tscheligi, M., Wichert, R., Aarts, E. H. L., & Buchmann, A. P., editor(s), Ambient Intelligence, European Conference, AmI 2007, Darmstadt, Germany, November 7-10, 2007, Proceedings, volume 4794, of Lecture Notes in Computer Science, pages 73–90, 2007. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Ambient$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_ambient_2007,\n\ttitle        = {Ambient {Intelligence} for {Decision} {Making} in {Fire} {Service} {Organizations}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 2007,\n\tbooktitle    = {Ambient {Intelligence}, {European} {Conference}, {AmI} 2007, {Darmstadt}, {Germany}, {November} 7-10, 2007, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 4794,\n\tpages        = {73--90},\n\tisbn         = {978-3-540-76651-3},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_AMI.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Schiele, Bernt and Dey, Anind K. and Gellersen, Hans and Ruyter, Boris E. R. de and Tscheligi, Manfred and Wichert, Reiner and Aarts, Emile H. L. and Buchmann, Alejandro P.}\n}\n

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\n \n\n \n \n \n \n \n \n Integriertes Wissensmanagement in Klinischen Umgebungen - Analyse von Behandlungsverläufen in der Schlaganfallversorgung.\n \n \n \n \n\n\n \n Maximini, K.\n\n\n \n\n\n\n Ph.D. Thesis, Verlag Dr. Hut, 80538 München, 2007.\n \n\n\n\n
\n\n\n\n \n \n $\"Integriertes$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{maximini_integriertes_2007,\n\ttitle        = {Integriertes {Wissensmanagement} in {Klinischen} {Umgebungen} - {Analyse} von {Behandlungsverl{\\"a}ufen} in der {Schlaganfallversorgung}},\n\tauthor       = {Maximini, Kerstin},\n\tyear         = 2007,\n\taddress      = {80538 M{\\"u}nchen},\n\turl          = {http://www.dr.hut-verlag.de/9783899635737.html},\n\tschool       = {Verlag Dr. Hut}\n}\n

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\n \n\n \n \n \n \n \n \n Knowledge Management Support for Collaborative and Mobile Working.\n \n \n \n \n\n\n \n Freßmann, A.\n\n\n \n\n\n\n Ph.D. Thesis, Dr. Hut Verlag, 80538 München, 2007.\n ISBN 3-89963-505-8\n\n\n\n
\n\n\n\n \n \n $\"Knowledge$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{fresmann_knowledge_2007,\n\ttitle        = {Knowledge {Management} {Support} for {Collaborative} and {Mobile} {Working}},\n\tauthor       = {Fre{\\ss}mann, Andrea},\n\tyear         = 2007,\n\taddress      = {80538 M{\\"u}nchen},\n\turl          = {http://www.dr.hut-verlag.de/9783899635058.html},\n\tnote         = {ISBN 3-89963-505-8},\n\tschool       = {Dr. Hut Verlag}\n}\n

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\n \n\n \n \n \n \n \n \n The Role of Context Models in Association with Flexible Design Processes.\n \n \n \n \n\n\n \n Minor, M., Schmalen, D., & Koldehoff, A.\n\n\n \n\n\n\n In Wilson, D. C, & Khemani, D., editor(s), Workshop-Proceedings ICCBR'07, pages 185 – 190, 2007. \n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_role_2007,\n\ttitle        = {The {Role} of {Context} {Models} in {Association} with {Flexible} {Design} {Processes}},\n\tauthor       = {Minor, Mirjam and Schmalen, Daniel and Koldehoff, Andreas},\n\tyear         = 2007,\n\tbooktitle    = {Workshop-{Proceedings} {ICCBR}'07},\n\tpages        = {185 -- 190},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_CaCOa_MinorEtal.pdf},\n\teditor       = {Wilson, David C and Khemani, Deepak}\n}\n

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\n \n\n \n \n \n \n \n \n Structural adaptation of workflows supported by a suspension mechanism and by case-based reasoning.\n \n \n \n \n\n\n \n Minor, M., Schmalen, D., Koldehoff, A., & Bergmann, R.\n\n\n \n\n\n\n In Reddy, S. M., editor(s), Proceedings of the 16th IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE'07), June 18 - 20, 2007, Paris, France, pages 370–375, 2007. IEEE Computer Society, Los Alamitos, California\n Best Paper\n\n\n\n
\n\n\n\n \n \n $\"Structural$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_structural_2007,\n\ttitle        = {Structural adaptation of workflows supported by a suspension mechanism and by case-based reasoning},\n\tauthor       = {Minor, Mirjam and Schmalen, Daniel and Koldehoff, Andreas and Bergmann, Ralph},\n\tyear         = 2007,\n\tbooktitle    = {Proceedings of the 16th {IEEE} {International} {Workshop} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises} ({WETICE}'07), {June} 18 - 20, 2007, {Paris}, {France}},\n\tpublisher    = {IEEE Computer Society, Los Alamitos, California},\n\tpages        = {370--375},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_WETICE_MinorEtal.pdf},\n\tnote         = {Best Paper},\n\teditor       = {Reddy, Sumitra Mitra}\n}\n

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\n \n\n \n \n \n \n \n \n Using Ontology-Mapping Techniques for Content-based Result Merging.\n \n \n \n \n\n\n \n Giese, M., Freßmann, A., & Bergmann, R.\n\n\n \n\n\n\n In Gronau, N., editor(s), 4th Conference on Professional Knowledge Management - Experience and Visions, volume 2, pages 127–134, 2007. GITO-Verlag Berlin\n \n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{giese_using_2007,\n\ttitle        = {Using {Ontology}-{Mapping} {Techniques} for {Content}-based {Result} {Merging}},\n\tauthor       = {Giese, Michael and Fre{\\ss}mann, Andrea and Bergmann, Ralph},\n\tyear         = 2007,\n\tbooktitle    = {4th {Conference} on {Professional} {Knowledge} {Management} - {Experience} and {Visions}},\n\tpublisher    = {GITO-Verlag Berlin},\n\tvolume       = 2,\n\tpages        = {127--134},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_wm07_EM.pdf},\n\teditor       = {Gronau, Norbert}\n}\n

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\n \n\n \n \n \n \n \n \n Configurable Contexts for Experience Management.\n \n \n \n \n\n\n \n Minor, M., Koldehoff, A., Schmalen, D., & Bergmann, R.\n\n\n \n\n\n\n In Gronau, N., editor(s), 4th Conference on Professional Knowledge Management - Experiences and Visions, volume 2, pages 119–126, March 2007. GITO-Verlag Berlin\n \n\n\n\n
\n\n\n\n \n \n $\"Configurable$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_configurable_2007,\n\ttitle        = {Configurable {Contexts} for {Experience} {Management}},\n\tauthor       = {Minor, Mirjam and Koldehoff, Andreas and Schmalen, Daniel and Bergmann, Ralph},\n\tyear         = 2007,\n\tmonth        = mar,\n\tbooktitle    = {4th {Conference} on {Professional} {Knowledge} {Management} - {Experiences} and {Visions}},\n\tpublisher    = {GITO-Verlag Berlin},\n\tvolume       = 2,\n\tpages        = {119--126},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_WM_MinorEtal.pdf},\n\teditor       = {Gronau, Norbert}\n}\n

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\n \n\n \n \n \n \n \n \n Representation and Structure-based Similarity Assessment for Agile Workflows.\n \n \n \n \n\n\n \n Minor, M., Tartakovski, A., & Bergmann, R.\n\n\n \n\n\n\n In Weber, R. O, & Richter, M. M, editor(s), Case-Based Reasoning Research and Development, 7th International Conference on Case-Based Reasoning, ICCBR 2007, Belfast, Northern Ireland, UK, August 2007, Proceedings, volume 4626, of Lecture Notes in Artificial Intelligence, pages 224–238, 2007. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Representation$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_representation_2007,\n\ttitle        = {Representation and {Structure}-based {Similarity} {Assessment} for {Agile} {Workflows}},\n\tauthor       = {Minor, Mirjam and Tartakovski, Alexander and Bergmann, Ralph},\n\tyear         = 2007,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}, 7th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2007, {Belfast}, {Northern} {Ireland}, {UK}, {August} 2007, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 4626,\n\tpages        = {224--238},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_ICCBR_MinorEtal.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Weber, Rosina O and Richter, Michael M}\n}\n

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\n \n\n \n \n \n \n \n \n Experience Management.\n \n \n \n \n\n\n \n Nick, M., Althoff, K., & Bergmann, R.\n\n\n \n\n\n\n KI - Künstliche Intelligenz, 21(2): 50–52. 2007.\n \n\n\n\n
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@article{nick_experience_2007,\n\ttitle        = {Experience {Management}},\n\tauthor       = {Nick, Markus and Althoff, Klaus-Dieter and Bergmann, Ralph},\n\tyear         = 2007,\n\tjournal      = {KI - K{\\"u}nstliche Intelligenz},\n\tvolume       = 21,\n\tnumber       = 2,\n\tpages        = {50--52},\n\turl          = {http://www.wi2.uni-trier.de/publications/2007_Experience Management Schlagwort.pdf}\n}\n

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\n \n 2006\n \n \n (14)\n \n \n

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\n \n\n \n \n \n \n \n Adaptive Workflow Support for Search Processes within Fire Service Organisations.\n \n \n \n\n\n \n Freßmann, A.\n\n\n \n\n\n\n In Reddy, S. M., editor(s), Proceedings of the fifteenth IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, pages 291–296, June 2006. IEEE Computer Society\n \n\n\n\n
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@inproceedings{fresmann_adaptive_2006,\n\ttitle        = {Adaptive {Workflow} {Support} for {Search} {Processes} within {Fire} {Service} {Organisations}},\n\tauthor       = {Fre{\\ss}mann, Andrea},\n\tyear         = 2006,\n\tmonth        = jun,\n\tbooktitle    = {Proceedings of the fifteenth {IEEE} {International} {Workshop} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises}},\n\tpublisher    = {IEEE Computer Society},\n\tpages        = {291--296},\n\teditor       = {Reddy, Sumitra Mitra}\n}\n

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\n \n\n \n \n \n \n \n \n Flexible Workflows for Knowledge Management in the Digital Design.\n \n \n \n \n\n\n \n Minor, M., Koldehoff, A., Schmalen, D., & Bergmann, R.\n\n\n \n\n\n\n In Schaaf, M., & Althoff, K., editor(s), LWA 2006 Lernen - Wissensentdeckung - Adaptivität, 9.-11.10.2006 in Hildesheim, pages 215 – 219, 2006. \n \n\n\n\n
\n\n\n\n \n \n $\"Flexible$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_flexible_2006,\n\ttitle        = {Flexible {Workflows} for {Knowledge} {Management} in the {Digital} {Design}},\n\tauthor       = {Minor, Mirjam and Koldehoff, Andreas and Schmalen, Daniel and Bergmann, Ralph},\n\tyear         = 2006,\n\tbooktitle    = {{LWA} 2006 {Lernen} - {Wissensentdeckung} - {Adaptivit{\\"a}t}, 9.-11.10.2006 in {Hildesheim}},\n\tpages        = {215 -- 219},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_FGWM_MinorEtal.pdf},\n\teditor       = {Schaaf, Martin and Althoff, Klaus-Dieter}\n}\n

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\n \n\n \n \n \n \n \n \n Knowledge Search within a Company-WIKI.\n \n \n \n \n\n\n \n Müller, S., Kritzler, N., Tartakovski, A., Bergmann, R., & Traphöner, R.\n\n\n \n\n\n\n In Schaaf, M., & Althoff, K., editor(s), LWA 2006 : Lernen - Wissensentdeckung - Adaptivität, pages 209–214, Hildesheim, 2006. \n \n\n\n\n
\n\n\n\n \n \n $\"Knowledge$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muller_knowledge_2006,\n\ttitle        = {Knowledge {Search} within a {Company}-{WIKI}},\n\tauthor       = {M{\\"u}ller, Stephanie and Kritzler, Nils and Tartakovski, Alexander and Bergmann, Ralph and Traph{\\"o}ner, Ralph},\n\tyear         = 2006,\n\tbooktitle    = {{LWA} 2006 : {Lernen} - {Wissensentdeckung} - {Adaptivit{\\"a}t}},\n\taddress      = {Hildesheim},\n\tpages        = {209--214},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_LWA_paper_final.pdf},\n\teditor       = {Schaaf, Martin and Althoff, Klaus-Dieter}\n}\n

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\n \n\n \n \n \n \n \n \n Supporting Collaborative Business through Integration of Knowledge Distribution and Agile Process Management.\n \n \n \n \n\n\n \n Sauer, T., Maximini, K., Maximini, R., & Bergmann, R.\n\n\n \n\n\n\n In Lehner, F., Nösekabel, H., & Kleinschmidt, P., editor(s), Multikonferenz Wirtschaftsinformatik 2006 (MKWI 2006), Teilkonferenz \"Collaborative Business\", pages 349–361, Passau, Germany, February 2006. GITO-Verlag Berlin\n \n\n\n\n
\n\n\n\n \n \n $\"Supporting$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{sauer_supporting_2006,\n\ttitle        = {Supporting {Collaborative} {Business} through {Integration} of {Knowledge} {Distribution} and {Agile} {Process} {Management}},\n\tauthor       = {Sauer, Thomas and Maximini, Kerstin and Maximini, Rainer and Bergmann, Ralph},\n\tyear         = 2006,\n\tmonth        = feb,\n\tbooktitle    = {Multikonferenz {Wirtschaftsinformatik} 2006 ({MKWI} 2006), {Teilkonferenz} "{Collaborative} {Business}"},\n\tpublisher    = {GITO-Verlag Berlin},\n\taddress      = {Passau, Germany},\n\tpages        = {349--361},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_MKWI_sauer.pdf},\n\teditor       = {Lehner, Franz and N{\\"o}sekabel, Holger and Kleinschmidt, Peter}\n}\n

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\n \n\n \n \n \n \n \n \n Using Workflow Context for Automated Enactment State Tracking.\n \n \n \n \n\n\n \n Sauer, T., & Maximini, K.\n\n\n \n\n\n\n In Minor, M., editor(s), Workshop Proceedings: 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye, Turkey, Workshop: \"Case-based Reasoning and Context Awareness (CACOA 2006)\", pages 300–314, September 2006. Universität Trier, Department of Business Information Systems II\n \n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{sauer_using_2006,\n\ttitle        = {Using {Workflow} {Context} for {Automated} {Enactment} {State} {Tracking}},\n\tauthor       = {Sauer, Thomas and Maximini, Kerstin},\n\tyear         = 2006,\n\tmonth        = sep,\n\tbooktitle    = {Workshop {Proceedings}: 8th {European} {Conference} on {Case}-{Based} {Reasoning}, {\\"O}l{\\"u}deniz/{Fethiye}, {Turkey}, {Workshop}: "{Case}-based {Reasoning} and {Context} {Awareness} ({CACOA} 2006)"},\n\tpublisher    = {Universit{\\"a}t Trier, Department of Business Information Systems II},\n\tpages        = {300--314},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_CACOA_sauer.pdf},\n\teditor       = {Minor, Mirjam}\n}\n

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\n \n\n \n \n \n \n \n Workflow Management Concepts For Agile Long-Term Workflows.\n \n \n \n\n\n \n Thimm, R.\n\n\n \n\n\n\n Technical Report Diplomarbeit, Universität Trier, September 2006.\n \n\n\n\n
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@techreport{thimm_workflow_2006,\n\ttitle        = {Workflow {Management} {Concepts} {For} {Agile} {Long}-{Term} {Workflows}},\n\tauthor       = {Thimm, Rouven},\n\tyear         = 2006,\n\tmonth        = sep,\n\tinstitution  = {Diplomarbeit, Universit{\\"a}t Trier}\n}\n

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\n \n\n \n \n \n \n \n \n Erfahrungsmanagement mit fallbasierten Assistenzsystemen.\n \n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n Ph.D. Thesis, Humboldt-Universität zu Berlin, May 2006.\n \n\n\n\n
\n\n\n\n \n \n $\"Erfahrungsmanagement$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 9 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{minor_erfahrungsmanagement_2006,\n\ttitle        = {Erfahrungsmanagement mit fallbasierten {Assistenzsystemen}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2006,\n\tmonth        = may,\n\turl          = {http://edoc.hu-berlin.de/dissertationen/minor-mirjam-2006-05-18/PDF/minor.pdf},\n\tschool       = {Humboldt-Universit{\\"a}t zu Berlin}\n}\n

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\n \n\n \n \n \n \n \n \n Advanced Techniques for Complex Case-Based Reasoning Applications.\n \n \n \n \n\n\n \n Maximini, R.\n\n\n \n\n\n\n Ph.D. Thesis, Dr. Hut Verlag, 80538 München, May 2006.\n ISBN 3-89963-344-X\n\n\n\n
\n\n\n\n \n \n $\"Advanced$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@phdthesis{maximini_advanced_2006,\n\ttitle        = {Advanced {Techniques} for {Complex} {Case}-{Based} {Reasoning} {Applications}},\n\tauthor       = {Maximini, Rainer},\n\tyear         = 2006,\n\tmonth        = may,\n\taddress      = {80538 M{\\"u}nchen},\n\turl          = {http://www.dr.hut-verlag.de/389963344X.html},\n\tnote         = {ISBN 3-89963-344-X},\n\tschool       = {Dr. Hut Verlag}\n}\n

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\n \n\n \n \n \n \n \n LENUS - The Hospital Content Management System.\n \n \n \n\n\n \n Krechel, D., Hartbauer, M., & Maximini, K.\n\n\n \n\n\n\n In Proceedings of the 19th IEEE Symposium on Computer-based Medical Systems (CBMS'06), June 2006. \n \n\n\n\n
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@inproceedings{krechel_lenus_2006,\n\ttitle        = {{LENUS} - {The} {Hospital} {Content} {Management} {System}},\n\tauthor       = {Krechel, Dirk and Hartbauer, Markus and Maximini, Kerstin},\n\tyear         = 2006,\n\tmonth        = jun,\n\tbooktitle    = {Proceedings of the 19th {IEEE} {Symposium} on {Computer}-based {Medical} {Systems} ({CBMS}'06)}\n}\n

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\n \n\n \n \n \n \n \n \n Automatic Transformation and Enlargement of Similarity Models for Case-Based Reasoning.\n \n \n \n \n\n\n \n Minor, M., & Schmidt, K.\n\n\n \n\n\n\n In Mayr, H. C, & Breu, R., editor(s), Proc. Modellierung 2006, 22. - 24. März 2006, Innsbruck, Tirol, Austria, of LNI P-82, pages 293 – 296, Bonn, 2006. GI-Edition\n \n\n\n\n
\n\n\n\n \n \n $\"Automatic$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_automatic_2006,\n\ttitle        = {Automatic {Transformation} and {Enlargement} of {Similarity} {Models} for {Case}-{Based} {Reasoning}},\n\tauthor       = {Minor, Mirjam and Schmidt, Karsten},\n\tyear         = 2006,\n\tbooktitle    = {Proc. {Modellierung} 2006, 22. - 24. {M{\\"a}rz} 2006, {Innsbruck}, {Tirol}, {Austria}},\n\tpublisher    = {GI-Edition},\n\taddress      = {Bonn},\n\tseries       = {{LNI} {P}-82},\n\tpages        = {293 -- 296},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_Modellierung_MinorSchmidt.pdf},\n\teditor       = {Mayr, Heinrich C and Breu, Ruth}\n}\n

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\n \n\n \n \n \n \n \n \n Flexible Workflows for Digital Design in the Nano Era.\n \n \n \n \n\n\n \n Minor, M., Koldehoff, A., Schmalen, D., & Bergmann, R.\n\n\n \n\n\n\n In Weber, B., & Mendling, J., editor(s), Proceedings of the Fifteenth IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2006), Workshop ProFlex 2006, June 26 - 28, Manchester, UK, pages 273 – 278, 2006. IEEE Computer Society, Los Alamitos, California\n \n\n\n\n
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@inproceedings{minor_flexible_2006-1,\n\ttitle        = {Flexible {Workflows} for {Digital} {Design} in the {Nano} {Era}},\n\tauthor       = {Minor, Mirjam and Koldehoff, Andreas and Schmalen, Daniel and Bergmann, Ralph},\n\tyear         = 2006,\n\tbooktitle    = {Proceedings of the {Fifteenth} {IEEE} {International} {Workshop} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises} ({WETICE} 2006), {Workshop} {ProFlex} 2006, {June} 26 - 28, {Manchester}, {UK}},\n\tpublisher    = {IEEE Computer Society, Los Alamitos, California},\n\tpages        = {273 -- 278},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_WETICE_MinorEtal.pdf},\n\teditor       = {Weber, Barbara and Mendling, Jan}\n}\n

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\n \n\n \n \n \n \n \n \n Experience Management with Case-Based Assistant Systems.\n \n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n In Roth-Berghofer, T. R, Göker, M. H, & Güvenir, H. A., editor(s), Advances in Case-Based Reasoning, 8th European Conference, ECCBR 2006, Fethiye, Turkey, September 2006, Proceedings, of LNAI 4106, pages 182–195, 2006. Springer-Verlag\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Experience$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_experience_2006,\n\ttitle        = {Experience {Management} with {Case}-{Based} {Assistant} {Systems}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2006,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 8th {European} {Conference}, {ECCBR} 2006, {Fethiye}, {Turkey}, {September} 2006, {Proceedings}},\n\tpublisher    = {Springer-Verlag},\n\tseries       = {{LNAI} 4106},\n\tpages        = {182--195},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_ECCBR_Minor.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Roth-Berghofer, Thomas R and G{\\"o}ker, Mehmet H and G{\\"u}venir, H. Altay}\n}\n

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\n \n\n \n \n \n \n \n \n Case-Based Support for Collaborative Business.\n \n \n \n \n\n\n \n Bergmann, R., Freßmann, A., Maximini, K., Maximini, R., & Sauer, T.\n\n\n \n\n\n\n In Roth-Berghofer, T., Göker, M. H., & Güvenir, H. A., editor(s), Advances in Case-Based Reasoning, 8th European Conference, ECCBR 2006, Fethiye, Turkey, September 4-7, 2006, Proceedings, volume 4106, of Lecture Notes in Artificial Intelligence, pages 519–533, 2006. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
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@inproceedings{bergmann_case-based_2006,\n\ttitle        = {Case-{Based} {Support} for {Collaborative} {Business}},\n\tauthor       = {Bergmann, Ralph and Fre{\\ss}mann, Andrea and Maximini, Kerstin and Maximini, Rainer and Sauer, Thomas},\n\tyear         = 2006,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 8th {European} {Conference}, {ECCBR} 2006, {Fethiye}, {Turkey}, {September} 4-7, 2006, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 4106,\n\tpages        = {519--533},\n\tisbn         = {3-540-36843-4},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_ECCBR_bergmann.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Roth-Berghofer, Thomas and G{\\"o}ker, Mehmet H. and G{\\"u}venir, H. Altay}\n}\n

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\n \n\n \n \n \n \n \n \n Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge.\n \n \n \n \n\n\n \n Bergmann, R., & Mougouie, B.\n\n\n \n\n\n\n In Roth-Berghofer, T., Göker, M., & Güvenir, H. A., editor(s), Advances in Case-Based Reasoning - Proceedings of the 8th European Conference, ECCBR 2006, Fethiye, Turkey, volume 4106, of Lecture Notes in Artificial Intelligence, pages 271–285, 2006. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Finding$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_finding_2006,\n\ttitle        = {Finding {Similar} {Deductive} {Consequences} - {A} {New} {Search}-{Based} {Framework} for {Unified} {Reasoning} from {Cases} and {General} {Knowledge}},\n\tauthor       = {Bergmann, Ralph and Mougouie, Babak},\n\tyear         = 2006,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning} - {Proceedings} of the 8th {European} {Conference}, {ECCBR} 2006, {Fethiye}, {Turkey}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 4106,\n\tpages        = {271--285},\n\tisbn         = {3-540-36843-4},\n\turl          = {http://www.wi2.uni-trier.de/publications/2006_eccbr_bergmann_mougouie_final.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Roth-Berghofer, Thomas and G{\\"o}ker, Mehmet and G{\\"u}venir, H. Altay}\n}\n

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\n \n 2005\n \n \n (21)\n \n \n

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\n \n\n \n \n \n \n \n Learning and Linking Textual Cases.\n \n \n \n\n\n \n Minor, M., & Biermann, C.\n\n\n \n\n\n\n In Brüninghaus, S., editor(s), ICCBR 2005 Workshop Proceedings, pages 128–137, Chicago, Illinois, 2005. DePaul University, Chicago, USA\n \n\n\n\n
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@inproceedings{minor_learning_2005,\n\ttitle        = {Learning and {Linking} {Textual} {Cases}},\n\tauthor       = {Minor, Mirjam and Biermann, Christina},\n\tyear         = 2005,\n\tbooktitle    = {{ICCBR} 2005 {Workshop} {Proceedings}},\n\tpublisher    = {DePaul University, Chicago, USA},\n\taddress      = {Chicago, Illinois},\n\tpages        = {128--137},\n\teditor       = {Br{\\"u}ninghaus, Steffi}\n}\n

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\n \n\n \n \n \n \n \n Case-Acquisition and Semantic Cross-Linking for Case-Based Experience Management Systems.\n \n \n \n\n\n \n Minor, M., & Biermann, C.\n\n\n \n\n\n\n In Zhang, D., Khoshgoftaar, T. M, & Shyu, M., editor(s), Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration (IRI-2005), pages 433–438, 2005. IEEE Systems, Man and Cycbernetics Society (SMC)\n \n\n\n\n
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@inproceedings{minor_case-acquisition_2005,\n\ttitle        = {Case-{Acquisition} and {Semantic} {Cross}-{Linking} for {Case}-{Based} {Experience} {Management} {Systems}},\n\tauthor       = {Minor, Mirjam and Biermann, Christina},\n\tyear         = 2005,\n\tbooktitle    = {Proceedings of the 2005 {IEEE} {International} {Conference} on {Information} {Reuse} and {Integration} ({IRI}-2005)},\n\tpublisher    = {IEEE Systems, Man and Cycbernetics Society (SMC)},\n\tpages        = {433--438},\n\teditor       = {Zhang, Du and Khoshgoftaar, Taghi M and Shyu, Mei-Ling}\n}\n

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\n \n\n \n \n \n \n \n Serviceorientierte Architektur als Weiterentwicklung der unternehmensinternen Integrationsplattform.\n \n \n \n\n\n \n Schmalen, D.\n\n\n \n\n\n\n Technical Report Diplomarbeit Universität Trier, 2005.\n \n\n\n\n
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@techreport{schmalen_serviceorientierte_2005,\n\ttitle        = {Serviceorientierte {Architektur} als {Weiterentwicklung} der unternehmensinternen {Integrationsplattform}},\n\tauthor       = {Schmalen, Daniel},\n\tyear         = 2005,\n\tinstitution  = {Diplomarbeit Universit{\\"a}t Trier}\n}\n

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\n \n\n \n \n \n \n \n Collaboration Patterns for Adaptive Software Engineering Processes.\n \n \n \n\n\n \n Freßmann, A., Sauer, T., & Bergmann, R.\n\n\n \n\n\n\n In Czap, H., Unland, R., Branki, C., & Tianfield, H., editor(s), Self-Organization and Autonomic Informatics (I), volume 135, pages 304–312, Amsterdam, Netherlands, 2005. IOS Press\n 1-58603-577-0\n\n\n\n
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@inproceedings{fresmann_collaboration_2005,\n\ttitle        = {Collaboration {Patterns} for {Adaptive} {Software} {Engineering} {Processes}},\n\tauthor       = {Fre{\\ss}mann, Andrea and Sauer, Thomas and Bergmann, Ralph},\n\tyear         = 2005,\n\tbooktitle    = {Self-{Organization} and {Autonomic} {Informatics} ({I})},\n\tpublisher    = {IOS Press},\n\taddress      = {Amsterdam, Netherlands},\n\tvolume       = 135,\n\tpages        = {304--312},\n\tnote         = {1-58603-577-0},\n\teditor       = {Czap, Hans and Unland, R. and Branki, C. and Tianfield, H.}\n}\n

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\n \n\n \n \n \n \n \n \n Representation in case-based reasoning.\n \n \n \n \n\n\n \n Bergmann, R., Kolodner, J., & Plaza, E.\n\n\n \n\n\n\n The Knowledge Engineering Review, 20(3): 209–213. 2005.\n \n\n\n\n
\n\n\n\n \n \n $\"Representation$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_representation_2005,\n\ttitle        = {Representation in case-based reasoning},\n\tauthor       = {Bergmann, Ralph and Kolodner, Janet and Plaza, Enric},\n\tyear         = 2005,\n\tjournal      = {The Knowledge Engineering Review},\n\tvolume       = 20,\n\tnumber       = 3,\n\tpages        = {209--213},\n\turl          = {http://journals.cambridge.org/action/displayIssue?jid=KER&volumeId=20&seriesId=0&issueId=03}\n}\n

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\n \n\n \n \n \n \n \n Assistant Agents With Personal Ontologies.\n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n In Diggelen, J. v., Dignum, V., Elst, L. v., & Abecker, A., editor(s), Proceedings of AAMAS 2005 Workshop AMKM-2005, pages 41–51, Utrecht, The Netherlands, 2005. Universiteit Utrecht, The Netherlands\n \n\n\n\n
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@inproceedings{minor_assistant_2005,\n\ttitle        = {Assistant {Agents} {With} {Personal} {Ontologies}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2005,\n\tbooktitle    = {Proceedings of {AAMAS} 2005 {Workshop} {AMKM}-2005},\n\tpublisher    = {Universiteit Utrecht, The Netherlands},\n\taddress      = {Utrecht, The Netherlands},\n\tpages        = {41--51},\n\teditor       = {Diggelen, Juriaan van and Dignum, Virginia and Elst, Ludger van and Abecker, Andreas}\n}\n

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\n \n\n \n \n \n \n \n A Low-Effort, Collaborative Maintenance Model for Textual CBR.\n \n \n \n\n\n \n Hanft, A., & Minor, M.\n\n\n \n\n\n\n In Brüninghaus, S., editor(s), ICCBR 2005 Workshop Proceedings, pages 138 – 149, Chicago, Illinois, 2005. DePaul University, Chicago, USA\n \n\n\n\n
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@inproceedings{hanft_low-effort_2005,\n\ttitle        = {A {Low}-{Effort}, {Collaborative} {Maintenance} {Model} for {Textual} {CBR}},\n\tauthor       = {Hanft, Alexandre and Minor, Mirjam},\n\tyear         = 2005,\n\tbooktitle    = {{ICCBR} 2005 {Workshop} {Proceedings}},\n\tpublisher    = {DePaul University, Chicago, USA},\n\taddress      = {Chicago, Illinois},\n\tpages        = {138 -- 149},\n\teditor       = {Br{\\"u}ninghaus, Steffi}\n}\n

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\n \n\n \n \n \n \n \n \n Case-based planning.\n \n \n \n \n\n\n \n Cox, M., Munoz-Avila, H., & Bergmann, R.\n\n\n \n\n\n\n The Knowledge Engineering Review, 20(3): 283–287. 2005.\n \n\n\n\n
\n\n\n\n \n \n $\"Case-based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{cox_case-based_2005,\n\ttitle        = {Case-based planning},\n\tauthor       = {Cox, Michael and Munoz-Avila, Hector and Bergmann, Ralph},\n\tyear         = 2005,\n\tjournal      = {The Knowledge Engineering Review},\n\tvolume       = 20,\n\tnumber       = 3,\n\tpages        = {283--287},\n\turl          = {http://journals.cambridge.org/action/displayIssue?jid=KER&volumeId=20&seriesId=0&issueId=03}\n}\n

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\n \n\n \n \n \n \n \n \n Approximative Retrieval of Attribute Dependent Generalized Cases.\n \n \n \n \n\n\n \n Maximini, R., & Tartakovski, A.\n\n\n \n\n\n\n In In: FGWM 2003 Workshop Wissens- und Erfahrungsmanagement, GI Workshop Woche LLWA, 2005. \n \n\n\n\n
\n\n\n\n \n \n $\"Approximative$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{maximini_approximative_2005,\n\ttitle        = {Approximative {Retrieval} of {Attribute} {Dependent} {Generalized} {Cases}},\n\tauthor       = {Maximini, Rainer and Tartakovski, Alexander},\n\tyear         = 2005,\n\tbooktitle    = {In: {FGWM} 2003 {Workshop} {Wissens}- und {Erfahrungsmanagement}, {GI} {Workshop} {Woche} {LLWA}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2005_fgwm_converter.pdf}\n}\n

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\n \n\n \n \n \n \n \n WM 2005: Professional Knowledge Management.\n \n \n \n\n\n \n Althoff, K., Dengel, A., Bergmann, R., Nick, M., & Roth-Berghofer, T.,\n editors.\n \n\n\n \n\n\n\n DFKI Kaiserslautern, 2005.\n \n\n\n\n
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@book{althoff_wm_2005,\n\ttitle        = {{WM} 2005: {Professional} {Knowledge} {Management}},\n\tyear         = 2005,\n\tpublisher    = {DFKI Kaiserslautern},\n\teditor       = {Althoff, Klaus-Dieter and Dengel, Andreas and Bergmann, Ralph and Nick, Markus and Roth-Berghofer, Thomas}\n}\n

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\n \n\n \n \n \n \n \n Professional Knowledge Management, Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers.\n \n \n \n\n\n \n Althoff, K., Dengel, A., Bergmann, R., Nick, M., & Roth-Berghofer, T.,\n editors.\n \n\n\n \n\n\n\n Volume 3782 of Lecture Notes in Computer ScienceSpringer, 2005.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{althoff_professional_2005,\n\ttitle        = {Professional {Knowledge} {Management}, {Third} {Biennial} {Conference}, {WM} 2005, {Kaiserslautern}, {Germany}, {April} 10-13, 2005, {Revised} {Selected} {Papers}},\n\tyear         = 2005,\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 3782,\n\tisbn         = {3-540-30465-7},\n\teditor       = {Althoff, Klaus-Dieter and Dengel, Andreas and Bergmann, Ralph and Nick, Markus and Roth-Berghofer, Thomas}\n}\n

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\n \n\n \n \n \n \n \n \n Socio-economic Study on User Needs: Advanced Mulit-Modal Intelligence for Remote Assietance (AMIRA) - Deliverable D2.1.0.\n \n \n \n \n\n\n \n Freßmann, A., & Bendeck, F.\n\n\n \n\n\n\n Technical Report Universität Trier, Lehrstuhl für Wirtschaftsinformatik II, 2005.\n \n\n\n\n
\n\n\n\n \n \n $\"Socio-economic$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{fresmann_socio-economic_2005,\n\ttitle        = {Socio-economic {Study} on {User} {Needs}: {Advanced} {Mulit}-{Modal} {Intelligence} for {Remote} {Assietance} ({AMIRA}) - {Deliverable} {D}2.1.0},\n\tauthor       = {Fre{\\ss}mann, Andrea and Bendeck, Fawsy},\n\tyear         = 2005,\n\tpages        = 89,\n\turl          = {http://www.wi2.uni-trier.de/publications/2005_technicalReport_D210.pdf},\n\tabstract     = {The socio-economic study of user needs addresses the needs of mobile workers r in terms of computerised support when working remotely, as well as the type of support that their employer organisations are prepared to provide. The two domains representing emergency fire services, through the UK Fire Services College and the vehicle roadside assistance (breakdown repair etc.) sector, through the in-house Transport Engineering Works (TEW) of West Midlands Fire and Civil Defence Authority provide most of the input.},\n\tinstitution  = {Universit{\\"a}t Trier, Lehrstuhl f{\\"u}r Wirtschaftsinformatik II}\n}\n

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\n \n\n \n \n \n \n \n \n Collaborative Agent-Based Knowledge Support for Empirical and Knowledge-Intense Processes.\n \n \n \n \n\n\n \n Freßmann, A., Maximini, K., Maximini, R., & Sauer, T.\n\n\n \n\n\n\n In Eymann, T., Klügl, F., Lamersdorf, W., Klusch, M., & Huhns, M. N., editor(s), Multiagent System Technologies, Third German Conference, MATES 2005, Koblenz, Germany, September 11-13, 2005, Proceedings, volume 3550, of Lecture Notes in Computer Science, pages 235–236, 2005. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Collaborative$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{fresmann_collaborative_2005,\n\ttitle        = {Collaborative {Agent}-{Based} {Knowledge} {Support} for {Empirical} and {Knowledge}-{Intense} {Processes}},\n\tauthor       = {Fre{\\ss}mann, Andrea and Maximini, Kerstin and Maximini, Rainer and Sauer, Thomas},\n\tyear         = 2005,\n\tbooktitle    = {Multiagent {System} {Technologies}, {Third} {German} {Conference}, {MATES} 2005, {Koblenz}, {Germany}, {September} 11-13, 2005, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 3550,\n\tpages        = {235--236},\n\tisbn         = {3-540-28740-X},\n\turl          = {http://www.wi2.uni-trier.de/publications/2005_MATES_fressmann.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Eymann, Torsten and Kl{\\"u}gl, Franziska and Lamersdorf, Winfried and Klusch, Matthias and Huhns, Michael N.}\n}\n

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\n \n\n \n \n \n \n \n \n CBR-based Execution and Planning Support for Collaborative Workflows.\n \n \n \n \n\n\n \n Freßmann, A., Maximini, K., Maximini, R., & Sauer, T.\n\n\n \n\n\n\n In Brüninghaus, S., editor(s), 6th International Conference on Case-Based Reasoning, ICCBR 2005, Chicago, IL, USA, August 23-26, 2005, Workshop Proceedings, pages 271–280, 2005. Springer\n 3075\n\n\n\n
\n\n\n\n \n \n $\"CBR-based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{fresmann_cbr-based_2005,\n\ttitle        = {{CBR}-based {Execution} and {Planning} {Support} for {Collaborative} {Workflows}},\n\tauthor       = {Fre{\\ss}mann, Andrea and Maximini, Kerstin and Maximini, Rainer and Sauer, Thomas},\n\tyear         = 2005,\n\tbooktitle    = {6th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2005, {Chicago}, {IL}, {USA}, {August} 23-26, 2005, {Workshop} {Proceedings}},\n\tpublisher    = {Springer},\n\tpages        = {271--280},\n\turl          = {http://www.wi2.uni-trier.de/publications/2005_ICCBR05_fressmann.pdf},\n\tnote         = 3075,\n\teditor       = {Br{\\"u}ninghaus, Stefanie}\n}\n

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\n \n\n \n \n \n \n \n Applying Generalized Cases to Retrieval and Configuration of Life Insurance Policies.\n \n \n \n\n\n \n Tartakovski, A., Schaaf, M., & Maximini, R.\n\n\n \n\n\n\n In Althoff, K., Dengel, A., Bergmann, R., Nick, M., & Roth-Berghofer, T., editor(s), Professional Knowledge Management: Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers, volume 3782, of LNAI, pages 293–303, 2005. Springer-Verlag GmbH\n The original publication is available at www.springerlink.com; ISBN 3-540-30465-7\n\n\n\n
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@inproceedings{tartakovski_applying_2005,\n\ttitle        = {Applying {Generalized} {Cases} to {Retrieval} and {Configuration} of {Life} {Insurance} {Policies}},\n\tauthor       = {Tartakovski, Alexander and Schaaf, Martin and Maximini, Rainer},\n\tyear         = 2005,\n\tbooktitle    = {Professional {Knowledge} {Management}: {Third} {Biennial} {Conference}, {WM} 2005, {Kaiserslautern}, {Germany}, {April} 10-13, 2005, {Revised} {Selected} {Papers}},\n\tpublisher    = {Springer-Verlag GmbH},\n\tseries       = {{LNAI}},\n\tvolume       = 3782,\n\tpages        = {293--303},\n\tnote         = {The original publication is available at www.springerlink.com; ISBN 3-540-30465-7},\n\teditor       = {Althoff, Klaus-Dieter and Dengel, Andreas and Bergmann, Ralph and Nick, Markus and Roth-Berghofer, Thomas}\n}\n

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\n \n\n \n \n \n \n \n \n Workshop on Current Aspects of Knowledge Management in Medicine (KMM05).\n \n \n \n \n\n\n \n Muscholl, M., & Maximini, K.\n\n\n \n\n\n\n In Althoff, K., Dengel, A., Bergmann, R., Nick, M., & Roth-Berghofer, T., editor(s), Professional Knowledge Management: Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers, volume 3782, of LNAI, pages 316–318, 2005. Springer-Verlag\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Workshop$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{muscholl_workshop_2005,\n\ttitle        = {Workshop on {Current} {Aspects} of {Knowledge} {Management} in {Medicine} ({KMM}05)},\n\tauthor       = {Muscholl, Marita and Maximini, Kerstin},\n\tyear         = 2005,\n\tbooktitle    = {Professional {Knowledge} {Management}: {Third} {Biennial} {Conference}, {WM} 2005, {Kaiserslautern}, {Germany}, {April} 10-13, 2005, {Revised} {Selected} {Papers}},\n\tpublisher    = {Springer-Verlag},\n\tseries       = {{LNAI}},\n\tvolume       = 3782,\n\tpages        = {316--318},\n\turl          = {http://www.wi2.uni-trier.de/publications/2005_KMM_LNCS_muscholl.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Althoff, Klaus-Dieter and Dengel, Andreas and Bergmann, Ralph and Nick, Markus and Roth-Berghofer, Thomas}\n}\n

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\n \n\n \n \n \n \n \n Design of Geologic Structure Models with Case Based Reasoning.\n \n \n \n\n\n \n Minor, M., & Köppen, S.\n\n\n \n\n\n\n In Furbach, U., editor(s), KI2005: Advances in Artificial Intelligence. Proceedings, of LNAI 3698, pages 79–91, 2005. Springer-Verlag\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_design_2005,\n\ttitle        = {Design of {Geologic} {Structure} {Models} with {Case} {Based} {Reasoning}},\n\tauthor       = {Minor, Mirjam and K{\\"o}ppen, Sandro},\n\tyear         = 2005,\n\tbooktitle    = {{KI}2005: {Advances} in {Artificial} {Intelligence}. {Proceedings}},\n\tpublisher    = {Springer-Verlag},\n\tseries       = {{LNAI} 3698},\n\tpages        = {79--91},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Furbach, Ulrich}\n}\n

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\n \n\n \n \n \n \n \n \n Introduction Strategy and Feedback from an Experience Management Project.\n \n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n In Althoff, K., Dengel, A., Bergmann, R., Nick, M., & Roth-Berghofer, T., editor(s), Professional Knowledge Management. WM 2005 post-conference proceedings., of LNAI 3782, pages 284 – 292, 2005. Springer-Verlag\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Introduction$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_introduction_2005,\n\ttitle        = {Introduction {Strategy} and {Feedback} from an {Experience} {Management} {Project}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2005,\n\tbooktitle    = {Professional {Knowledge} {Management}. {WM} 2005 post-conference proceedings.},\n\tpublisher    = {Springer-Verlag},\n\tseries       = {{LNAI} 3782},\n\tpages        = {284 -- 292},\n\turl          = {http://www.wi2.uni-trier.de/publications/2005_WM_minor.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Althoff, Klaus-Dieter and Dengel, Andreas and Bergmann, Ralph and Nick, Markus and Roth-Berghofer, Thomas}\n}\n

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\n \n\n \n \n \n \n \n \n Towards Collaborative Agent-Based Knowledge Support for Time-Critical and Business-Critical Processes.\n \n \n \n \n\n\n \n Freßmann, A., Maximini, R., & Sauer, T.\n\n\n \n\n\n\n In Althoff, K., Dengel, A., Bergmann, R., Nick, M., & Roth-Berghofer, T., editor(s), Professional Knowledge Management: Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers, volume 3782, of LNAI, pages 420–430, 2005. Springer-Verlag GmbH\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{fresmann_towards_2005,\n\ttitle        = {Towards {Collaborative} {Agent}-{Based} {Knowledge} {Support} for {Time}-{Critical} and {Business}-{Critical} {Processes}},\n\tauthor       = {Fre{\\ss}mann, Andrea and Maximini, Rainer and Sauer, Thomas},\n\tyear         = 2005,\n\tbooktitle    = {Professional {Knowledge} {Management}: {Third} {Biennial} {Conference}, {WM} 2005, {Kaiserslautern}, {Germany}, {April} 10-13, 2005, {Revised} {Selected} {Papers}},\n\tpublisher    = {Springer-Verlag GmbH},\n\tseries       = {{LNAI}},\n\tvolume       = 3782,\n\tpages        = {420--430},\n\turl          = {http://www.wi2.uni-trier.de/publications/2005_KMDAP_WM_postproceedings_fressmann.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Althoff, Klaus-Dieter and Dengel, Andreas and Bergmann, Ralph and Nick, Markus and Roth-Berghofer, Thomas}\n}\n

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\n \n\n \n \n \n \n \n AMIRA: Supporting Diagnostics And Decisions In Safety-Critical Incidents.\n \n \n \n\n\n \n Auriol, E., Heisterkamp, P., Aarberg, I., Diamond, B., Taylor, B., & Freßmann, A.\n\n\n \n\n\n\n In Cunningham, P., & Cunningham, M., editor(s), Innovation and the Knowledge Economy: Issues, Applications, Case Studies, 2005. 2005 IOS Press Amsterdam\n ISBN: 1-58603-563-0\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{auriol_amira:_2005,\n\ttitle        = {{AMIRA}: {Supporting} {Diagnostics} {And} {Decisions} {In} {Safety}-{Critical} {Incidents}},\n\tauthor       = {Auriol, Eric and Heisterkamp, Paul and Aarberg, Ingvar and Diamond, Ben and Taylor, Brian and Fre{\\ss}mann, Andrea},\n\tyear         = 2005,\n\tbooktitle    = {Innovation and the {Knowledge} {Economy}: {Issues}, {Applications}, {Case} {Studies}},\n\tpublisher    = {2005 IOS Press Amsterdam},\n\tnote         = {ISBN: 1-58603-563-0},\n\teditor       = {Cunningham, Paul and Cunningham, Miriam}\n}\n

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\n \n\n \n \n \n \n \n \n Retrieval and Configuration of Life Insurance Policies.\n \n \n \n \n\n\n \n Tartakovski, A., Schaaf, M., & Bergmann, R.\n\n\n \n\n\n\n In Munoz-Avila, H., & Ricci, F., editor(s), Sixth International Conference on Case-Based Reasoning (ICCBR 2005), volume 3620, of Lecture Notes in Artificial Intelligence, pages 552–565, Chicago, Illinois (USA), 2005. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Retrieval$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{tartakovski_retrieval_2005,\n\ttitle        = {Retrieval and {Configuration} of {Life} {Insurance} {Policies}},\n\tauthor       = {Tartakovski, Alexander and Schaaf, Martin and Bergmann, Ralph},\n\tyear         = 2005,\n\tbooktitle    = {Sixth {International} {Conference} on {Case}-{Based} {Reasoning} ({ICCBR} 2005)},\n\tpublisher    = {Springer},\n\taddress      = {Chicago, Illinois (USA)},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 3620,\n\tpages        = {552--565},\n\turl          = {http://www.wi2.uni-trier.de/publications/2005_ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Munoz-Avila, Hector and Ricci, F.}\n}\n

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\n \n 2004\n \n \n (12)\n \n \n

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\n \n\n \n \n \n \n \n \n Intelligent Retrieval for Component Reuse in System-On-Chip Design.\n \n \n \n \n\n\n \n Freßmann, A., Maximini, R., Schaaf, M., Franz, J., & Traphöner, R.\n\n\n \n\n\n\n KI - Künstliche Intelligenz, (2): 45–48. 2004.\n \n\n\n\n
\n\n\n\n \n \n $\"Intelligent$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{fresmann_intelligent_2004,\n\ttitle        = {Intelligent {Retrieval} for {Component} {Reuse} in {System}-{On}-{Chip} {Design}},\n\tauthor       = {Fre{\\ss}mann, Andrea and Maximini, Rainer and Schaaf, Martin and Franz, Jasmin and Traph{\\"o}ner, Ralph},\n\tyear         = 2004,\n\tjournal      = {KI - K{\\"u}nstliche Intelligenz},\n\tnumber       = 2,\n\tpages        = {45--48},\n\turl          = {http://www.wi2.uni-trier.de/publications/2004_KI_fressmann.pdf}\n}\n

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\n \n\n \n \n \n \n \n Experiences From an Experience Management Project.\n \n \n \n\n\n \n Minor, M., & Altmeyer, B.\n\n\n \n\n\n\n In al. , G. L. e., editor(s), Proc. CSuP-2004, pages 496–504, Caputh, Germany, 2004. \n \n\n\n\n
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@inproceedings{minor_experiences_2004,\n\ttitle        = {Experiences {From} an {Experience} {Management} {Project}},\n\tauthor       = {Minor, Mirjam and Altmeyer, Benjamin},\n\tyear         = 2004,\n\tbooktitle    = {Proc. {CSuP}-2004},\n\taddress      = {Caputh, Germany},\n\tpages        = {496--504},\n\teditor       = {al., Gabriela Lindemann et}\n}\n

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\n \n\n \n \n \n \n \n \n Intelligent IP Retrieval Driven by Application Requirements.\n \n \n \n \n\n\n \n Schaaf, M., Freßmann, A., Maximini, R., Bergmann, R., Tartakovski, A., & Radetzki, M.\n\n\n \n\n\n\n Integration, the VLSI Journal, 37(4): 253–287. 2004.\n \n\n\n\n
\n\n\n\n \n \n $\"Intelligent$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{schaaf_intelligent_2004,\n\ttitle        = {Intelligent {IP} {Retrieval} {Driven} by {Application} {Requirements}},\n\tauthor       = {Schaaf, Martin and Fre{\\ss}mann, Andrea and Maximini, Rainer and Bergmann, Ralph and Tartakovski, Alexander and Radetzki, Martin},\n\tyear         = 2004,\n\tjournal      = {Integration, the VLSI Journal},\n\tvolume       = 37,\n\tnumber       = 4,\n\tpages        = {253--287},\n\turl          = {http://www.wi2.uni-trier.de/publications/2004_VLSI_schaaf.pdf}\n}\n

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\n \n\n \n \n \n \n \n Decision Support for Software Planning and Enactment.\n \n \n \n\n\n \n Sauer, T., & Goldmann, S.\n\n\n \n\n\n\n In Proceedings of the 1st International Conference on Knowledge Engineering and Decision Support (ICKEDS'04), pages 79–86, 2004. \n ISBN 972-8688-24-5\n\n\n\n
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@inproceedings{sauer_decision_2004,\n\ttitle        = {Decision {Support} for {Software} {Planning} and {Enactment}},\n\tauthor       = {Sauer, Thomas and Goldmann, Sigrid},\n\tyear         = 2004,\n\tbooktitle    = {Proceedings of the 1st {International} {Conference} on {Knowledge} {Engineering} and {Decision} {Support} ({ICKEDS}'04)},\n\tpages        = {79--86},\n\tnote         = {ISBN 972-8688-24-5}\n}\n

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\n \n\n \n \n \n \n \n \n AMIRA - A State of the Art Analysis of Workflow Modelling and Agent-based Information-Systems.\n \n \n \n \n\n\n \n Thimm, R., & Will, T.\n\n\n \n\n\n\n Technical Report University of Trier, Department of Business Information Systems II, October 2004.\n \n\n\n\n
\n\n\n\n \n \n $\"AMIRA$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{thimm_amira_2004,\n\ttitle        = {{AMIRA} - {A} {State} of the {Art} {Analysis} of {Workflow} {Modelling} and {Agent}-based {Information}-{Systems}},\n\tauthor       = {Thimm, Rouven and Will, Thomas},\n\tyear         = 2004,\n\tmonth        = oct,\n\turl          = {http://www.wi2.uni-trier.de/publications/2004_TechnicalReport_thimmWill.pdf},\n\tinstitution  = {University of Trier, Department of Business Information Systems II}\n}\n

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\n \n\n \n \n \n \n \n \n Polynomial Algorithms for MPSP Using Parametric Linear Programming.\n \n \n \n \n\n\n \n Mougouie, B.\n\n\n \n\n\n\n In Lenski, W., editor(s), Logic versus Approximation, Essays Dedicated to Michael M. Richter on the Occasion of His 65th Birthday, volume 3075, pages 33–42, 2004. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Polynomial$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{mougouie_polynomial_2004,\n\ttitle        = {Polynomial {Algorithms} for {MPSP} {Using} {Parametric} {Linear} {Programming}},\n\tauthor       = {Mougouie, Babak},\n\tyear         = 2004,\n\tbooktitle    = {Logic versus {Approximation}, {Essays} {Dedicated} to {Michael} {M}. {Richter} on the {Occasion} of {His} 65th {Birthday}},\n\tpublisher    = {Springer},\n\tvolume       = 3075,\n\tpages        = {33--42},\n\turl          = {http://www.wi2.uni-trier.de/publications/2004_Scheduling_mougouie.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Lenski, Wolfgang}\n}\n

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\n \n\n \n \n \n \n \n \n Explanation Service for Complex CBR Applications.\n \n \n \n \n\n\n \n Maximini, R., Freßmann, A., & Schaaf, M.\n\n\n \n\n\n\n In Funk, P., & Calero, P. A. G., editor(s), Advances in Case-Based Reasoning, Proceedings of the 7th European Conference on Case Based Reasoning, ECCBR 2004, volume 3155, of LNAI, pages 302–316, Madrid, Spain, August 2004. Springer Verlag, Berlin-Heidelberg\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Explanation$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{maximini_explanation_2004,\n\ttitle        = {Explanation {Service} for {Complex} {CBR} {Applications}},\n\tauthor       = {Maximini, Rainer and Fre{\\ss}mann, Andrea and Schaaf, Martin},\n\tyear         = 2004,\n\tmonth        = aug,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, {Proceedings} of the 7th {European} {Conference} on {Case} {Based} {Reasoning}, {ECCBR} 2004},\n\tpublisher    = {Springer Verlag, Berlin-Heidelberg},\n\taddress      = {Madrid, Spain},\n\tseries       = {{LNAI}},\n\tvolume       = 3155,\n\tpages        = {302--316},\n\turl          = {http://www.wi2.uni-trier.de/publications/2004_ECCBR_maximini.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Funk, Peter and Calero, Pedro A. Gonz{\\'a}lez}\n}\n

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\n \n\n \n \n \n \n \n Experience Management with Automatic Case Acquisition and Cross-Linking.\n \n \n \n\n\n \n Minor, M., & Bell, C.\n\n\n \n\n\n\n In al. , A. A. e., editor(s), Proc. LWA-2004, Berlin, 2004. \n \n\n\n\n
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@inproceedings{minor_experience_2004,\n\ttitle        = {Experience {Management} with {Automatic} {Case} {Acquisition} and {Cross}-{Linking}},\n\tauthor       = {Minor, Mirjam and Bell, Christina},\n\tyear         = 2004,\n\tbooktitle    = {Proc. {LWA}-2004},\n\taddress      = {Berlin},\n\teditor       = {al., Andreas Abecker et}\n}\n

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\n \n\n \n \n \n \n \n Three Fold \"Ontology + Model + Instance (OMI)\" Semantic Unification Process.\n \n \n \n\n\n \n Bendeck, F.\n\n\n \n\n\n\n In International Conference on Advances in Internet, Processing, System and Interdisiplinary Research (IPSI-2004)), Stockholm, September 2004. ISBN-86-7466-1173\n \n\n\n\n
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@inproceedings{bendeck_three_2004,\n\ttitle        = {Three {Fold} "{Ontology} + {Model} + {Instance} ({OMI})" {Semantic} {Unification} {Process}},\n\tauthor       = {Bendeck, Fawsy},\n\tyear         = 2004,\n\tmonth        = sep,\n\tbooktitle    = {International {Conference} on {Advances} in {Internet}, {Processing}, {System} and {Interdisiplinary} {Research} ({IPSI}-2004))},\n\tpublisher    = {ISBN-86-7466-1173},\n\taddress      = {Stockholm}\n}\n

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\n \n\n \n \n \n \n \n Decision Support for Software Planning and Enactment.\n \n \n \n\n\n \n Sauer, T., & Goldmann, S.\n\n\n \n\n\n\n International Journal of Engineering Intelligent Systems for Electrical Engineering and Communications, Special Issue on Decision Support. 2004.\n \n\n\n\n
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@article{sauer_decision_2004-1,\n\ttitle        = {Decision {Support} for {Software} {Planning} and {Enactment}},\n\tauthor       = {Sauer, Thomas and Goldmann, Sigrid},\n\tyear         = 2004,\n\tjournal      = {International Journal of Engineering Intelligent Systems for Electrical Engineering and Communications, Special Issue on Decision Support}\n}\n

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\n \n\n \n \n \n \n \n Workshop der GI-Fachgruppe FGWM.\n \n \n \n\n\n \n Abecker, A., Minor, M., & Stojanovic, L.,\n editors.\n \n\n\n \n\n\n\n Berlin, 2004.\n \n\n\n\n
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@book{abecker_workshop_2004,\n\ttitle        = {Workshop der {GI}-{Fachgruppe} {FGWM}},\n\tyear         = 2004,\n\taddress      = {Berlin},\n\teditor       = {Abecker, Andreas and Minor, Mirjam and Stojanovic, Ljiljana}\n}\n

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\n \n\n \n \n \n \n \n \n MINLP Based Retrieval of Generalized Cases, Proceedings of the 7th European Conference on Case Based Reasoning, ECCBR 2004.\n \n \n \n \n\n\n \n Tartakovski, A., Schaaf, M., Maximini, R., & Bergmann, R.\n\n\n \n\n\n\n In Funk, P., & Calero, P. A. G., editor(s), Advances in Case-Based Reasoning, 7th European Conference, ECCBR 2004, Madrid, Spain, August 30 - September 2, 2004, volume 3155, of LNAI, pages 404–418, Madrid, Spain, August 2004. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"MINLP$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{tartakovski_minlp_2004,\n\ttitle        = {{MINLP} {Based} {Retrieval} of {Generalized} {Cases}, {Proceedings} of the 7th {European} {Conference} on {Case} {Based} {Reasoning}, {ECCBR} 2004},\n\tauthor       = {Tartakovski, Alexander and Schaaf, Martin and Maximini, Rainer and Bergmann, Ralph},\n\tyear         = 2004,\n\tmonth        = aug,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 7th {European} {Conference}, {ECCBR} 2004, {Madrid}, {Spain}, {August} 30 - {September} 2, 2004},\n\tpublisher    = {Springer},\n\taddress      = {Madrid, Spain},\n\tseries       = {{LNAI}},\n\tvolume       = 3155,\n\tpages        = {404--418},\n\turl          = {http://www.wi2.uni-trier.de/publications/2004_tartakovskiECCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Funk, Peter and Calero, Pedro A. Gonz{\\'a}lez}\n}\n

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\n \n 2003\n \n \n (22)\n \n \n

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\n \n\n \n \n \n \n \n \n FM-Ultranet: a decision support system using case-based reasoning, applied to ultrasonography.\n \n \n \n \n\n\n \n Balaa, Z. E., Strauss, A., & Maximini, K.\n\n\n \n\n\n\n In In Workshop on CBR in the Health Sciences, 2003. \n \n\n\n\n
\n\n\n\n \n \n $\"FM-Ultranet:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{balaa_fm-ultranet:_2003,\n\ttitle        = {{FM}-{Ultranet}: a decision support system using case-based reasoning, applied to ultrasonography},\n\tauthor       = {Balaa, Ziad El and Strauss, Anne and Maximini, Kerstin},\n\tyear         = 2003,\n\tbooktitle    = {In {Workshop} on {CBR} in the {Health} {Sciences}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_ICCBR_WS_elBalaa.pdf}\n}\n

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\n \n\n \n \n \n \n \n A Strategy for a wireless patient record and image data.\n \n \n \n\n\n \n Andrade, R., Wangenheim, A. v., Bortoluzzi, M. K., & Biasi, H. d.\n\n\n \n\n\n\n In CARS 2003: COMPUTER ASSISTED RADIOLOGY AND SURGERY, Proceedings of the 17th International Congress and Exhibition - Computer assisted radiology and surgery, pages 869–872, Londres, 2003. Elsevier Science B.V., Amsterdam\n \n\n\n\n
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@inproceedings{andrade_strategy_2003,\n\ttitle        = {A {Strategy} for a wireless patient record and image data},\n\tauthor       = {Andrade, Rafael and Wangenheim, Aldo von and Bortoluzzi, Mariana Kessler and Biasi, Herculano de},\n\tyear         = 2003,\n\tbooktitle    = {{CARS} 2003: {COMPUTER} {ASSISTED} {RADIOLOGY} {AND} {SURGERY}, {Proceedings} of the 17th {International} {Congress} and {Exhibition} - {Computer} assisted radiology and surgery},\n\tpublisher    = {Elsevier Science B.V., Amsterdam},\n\taddress      = {Londres},\n\tpages        = {869--872}\n}\n

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\n \n\n \n \n \n \n \n Making use of a system's treasury of experiences.\n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n In Beiträge der GI-Workshopwoche \"Lehren-Lernen-Wissen-Adaptivität\", pages 210 – 215, Karlsruhe, 2003. Universität Karlsruhe\n \n\n\n\n
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@inproceedings{minor_making_2003,\n\ttitle        = {Making use of a system's treasury of experiences},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2003,\n\tbooktitle    = {Beitr{\\"a}ge der {GI}-{Workshopwoche} "{Lehren}-{Lernen}-{Wissen}-{Adaptivit{\\"a}t}"},\n\tpublisher    = {Universit{\\"a}t Karlsruhe},\n\taddress      = {Karlsruhe},\n\tpages        = {210 -- 215}\n}\n

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\n \n\n \n \n \n \n \n \n Similarity Assessment and Retrieval of Generalized Cases.\n \n \n \n \n\n\n \n Tartakovski, A., Tartakovski, E., & Maximini, R.\n\n\n \n\n\n\n In In R. Bergmann & M. Schaaf (Eds.), Proceedings of the Workshop on knowledge and experience management, pages 195–206, 2003. \n \n\n\n\n
\n\n\n\n \n \n $\"Similarity$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{tartakovski_similarity_2003,\n\ttitle        = {Similarity {Assessment} and {Retrieval} of {Generalized} {Cases}},\n\tauthor       = {Tartakovski, Alexander and Tartakovski, Er and Maximini, Rainer},\n\tyear         = 2003,\n\tbooktitle    = {In {R}. {Bergmann} \\& {M}. {Schaaf} ({Eds}.), {Proceedings} of the {Workshop} on knowledge and experience management},\n\tpages        = {195--206},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_tartakovskiFGWM.pdf}\n}\n

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\n \n\n \n \n \n \n \n Using mobile wireless devices for Interactive Visualization and Analysis of DICOM Data.\n \n \n \n\n\n \n Andrade, R., Wangenheim, A. v., Bortoluzzi, M. K., & Biasi, H. d.\n\n\n \n\n\n\n In 16th IEEE Symposium on Computer-Based Medical Systems, Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems, pages 97–101, New York, 2003. \n \n\n\n\n
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@inproceedings{andrade_using_2003,\n\ttitle        = {Using mobile wireless devices for {Interactive} {Visualization} and {Analysis} of {DICOM} {Data}},\n\tauthor       = {Andrade, Rafael and Wangenheim, Aldo von and Bortoluzzi, Mariana Kessler and Biasi, Herculano de},\n\tyear         = 2003,\n\tbooktitle    = {16th {IEEE} {Symposium} on {Computer}-{Based} {Medical} {Systems}, {Proceedings} of the 16th {IEEE} {Symposium} on {Computer}-{Based} {Medical} {Systems}},\n\taddress      = {New York},\n\tpages        = {97--101}\n}\n

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\n \n\n \n \n \n \n \n Experience Management with Knowledge Sharing Agents.\n \n \n \n\n\n \n Minor, M., & Wernicke, M.\n\n\n \n\n\n\n In McGrath, F., & Remenyi, D., editor(s), Forth European Conference on Knowledge Management, pages 669–675, Reading, 2003. MCIL\n \n\n\n\n
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@inproceedings{minor_experience_2003,\n\ttitle        = {Experience {Management} with {Knowledge} {Sharing} {Agents}},\n\tauthor       = {Minor, Mirjam and Wernicke, Mike},\n\tyear         = 2003,\n\tbooktitle    = {Forth {European} {Conference} on {Knowledge} {Management}},\n\tpublisher    = {MCIL},\n\taddress      = {Reading},\n\tpages        = {669--675},\n\teditor       = {McGrath, Fergal and Remenyi, Dan}\n}\n

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\n \n\n \n \n \n \n \n Using Design Rationales for Agile Documentation.\n \n \n \n\n\n \n Sauer, T.\n\n\n \n\n\n\n In Proceedings of the 12th International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE'03), pages 326–331, 2003. IEEE Computer Society Press\n ISBN 0-7695-1963-6\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{sauer_using_2003,\n\ttitle        = {Using {Design} {Rationales} for {Agile} {Documentation}},\n\tauthor       = {Sauer, Thomas},\n\tyear         = 2003,\n\tbooktitle    = {Proceedings of the 12th {International} {Workshops} on {Enabling} {Technologies}: {Infrastructures} for {Collaborative} {Enterprises} ({WETICE}'03)},\n\tpublisher    = {IEEE Computer Society Press},\n\tpages        = {326--331},\n\tnote         = {ISBN 0-7695-1963-6}\n}\n

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\n \n\n \n \n \n \n \n \n The PROGEMM Approach for Managing Clinical Processes.\n \n \n \n \n\n\n \n Maximini, K., & Schaaf, M.\n\n\n \n\n\n\n In Kotsis, G., & Reddy, S., editor(s), 1st Workshop on Knowledge Management for Distributed Agile Processes: Models, Techniques, and Infrastructure (KMDAP'03) for the Twelfth IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE'03), pages 332–337, Linz, Austria, June 2003. IEEE Computer Society, Los Alamitos, California\n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{maximini_progemm_2003,\n\ttitle        = {The {PROGEMM} {Approach} for {Managing} {Clinical} {Processes}},\n\tauthor       = {Maximini, Kerstin and Schaaf, Martin},\n\tyear         = 2003,\n\tmonth        = jun,\n\tbooktitle    = {1st {Workshop} on {Knowledge} {Management} for {Distributed} {Agile} {Processes}: {Models}, {Techniques}, and {Infrastructure} ({KMDAP}'03) for the {Twelfth} {IEEE} {International} {Workshops} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises} ({WETICE}'03)},\n\tpublisher    = {IEEE Computer Society, Los Alamitos, California},\n\taddress      = {Linz, Austria},\n\tpages        = {332--337},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_KMDAP-maximini.pdf},\n\teditor       = {Kotsis, Gabriele and Reddy, Sumitra}\n}\n

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\n \n\n \n \n \n \n \n ICCBR-03 Workshop on Long-Lived CBR Systems.\n \n \n \n\n\n \n Nick, M., & Minor, M.,\n editors.\n \n\n\n \n\n\n\n Norwegian University of Science and Technology, Trondheim, Norway, 2003.\n \n\n\n\n
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@book{nick_iccbr-03_2003,\n\ttitle        = {{ICCBR}-03 {Workshop} on {Long}-{Lived} {CBR} {Systems}},\n\tyear         = 2003,\n\tpublisher    = {Norwegian University of Science and Technology},\n\taddress      = {Trondheim, Norway},\n\teditor       = {Nick, Markus and Minor, Mirjam}\n}\n

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\n \n\n \n \n \n \n \n The Exchange of Retrieval Knowledge about Services between Agents.\n \n \n \n\n\n \n Minor, M., & Wernicke, M.\n\n\n \n\n\n\n In al. , U. R. e., editor(s), Beiträge der 2. Konferenz Professionelles Wissensmanagement - Erfahrungen und Visionen (WM 2003), pages 295 – 303, Bonn, 2003. Gesellschaft für Informatik (GI)\n Lecture Notes in Informatics, Vol. P-28\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_exchange_2003,\n\ttitle        = {The {Exchange} of {Retrieval} {Knowledge} about {Services} between {Agents}},\n\tauthor       = {Minor, Mirjam and Wernicke, Mike},\n\tyear         = 2003,\n\tbooktitle    = {Beitr{\\"a}ge der 2. {Konferenz} {Professionelles} {Wissensmanagement} - {Erfahrungen} und {Visionen} ({WM} 2003)},\n\tpublisher    = {Gesellschaft f{\\"u}r Informatik (GI)},\n\taddress      = {Bonn},\n\tpages        = {295 -- 303},\n\tnote         = {Lecture Notes in Informatics, Vol. P-28},\n\teditor       = {al., Ulrich Reimer et}\n}\n

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\n \n\n \n \n \n \n \n \n Investigating different Methods for efficient Retrieval of Generalized Cases.\n \n \n \n \n\n\n \n Maximini, R., Tartakovski, A., & Bergmann, R.\n\n\n \n\n\n\n In Reimer, U., Abecker, A., Staab, S., & Stumme, G., editor(s), WM 2003: Professionelles Wissesmanagement - Erfahrungen und Visionen, Beiträge der 2. Konferenz Professionelles Wissensmanagement, 2.-4. April 2003 in Luzern, volume 28, of LNI, pages 303–304, 2003. GI\n \n\n\n\n
\n\n\n\n \n \n $\"Investigating$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{maximini_investigating_2003,\n\ttitle        = {Investigating different {Methods} for efficient {Retrieval} of {Generalized} {Cases}},\n\tauthor       = {Maximini, Rainer and Tartakovski, Alexander and Bergmann, Ralph},\n\tyear         = 2003,\n\tbooktitle    = {{WM} 2003: {Professionelles} {Wissesmanagement} - {Erfahrungen} und {Visionen}, {Beitr{\\"a}ge} der 2. {Konferenz} {Professionelles} {Wissensmanagement}, 2.-4. {April} 2003 in {Luzern}},\n\tpublisher    = {GI},\n\tseries       = {{LNI}},\n\tvolume       = 28,\n\tpages        = {303--304},\n\tisbn         = {3-88579-357-1},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_gwem.pdf},\n\teditor       = {Reimer, Ulrich and Abecker, Andreas and Staab, Steffen and Stumme, Gerd}\n}\n

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\n \n\n \n \n \n \n \n \n Structural Case-Based Reasoning and Ontology-based Knowledge Managemenet: A Perfect Match?.\n \n \n \n \n\n\n \n Bergmann, R., & Schaaf, M.\n\n\n \n\n\n\n Journal of Universal Computer Science, 9(7). 2003.\n \n\n\n\n
\n\n\n\n \n \n $\"Structural$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_structural_2003,\n\ttitle        = {Structural {Case}-{Based} {Reasoning} and {Ontology}-based {Knowledge} {Managemenet}: {A} {Perfect} {Match}?},\n\tauthor       = {Bergmann, Ralph and Schaaf, Martin},\n\tyear         = 2003,\n\tjournal      = {Journal of Universal Computer Science},\n\tvolume       = 9,\n\tnumber       = 7,\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_danab_Schaaf_Bergmann.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n A Clinical Report Management System Based upon the DICOM Structured Report Standard.\n \n \n \n \n\n\n \n Bortoluzzi, M. K., Wangenheim, A. v., & Maximini, K.\n\n\n \n\n\n\n In 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 26-27 June 2003, New York, NY, USA, pages 183–188, 2003. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bortoluzzi_clinical_2003,\n\ttitle        = {A {Clinical} {Report} {Management} {System} {Based} upon the {DICOM} {Structured} {Report} {Standard}},\n\tauthor       = {Bortoluzzi, Mariana Kessler and Wangenheim, Aldo von and Maximini, Kerstin},\n\tyear         = 2003,\n\tbooktitle    = {16th {IEEE} {Symposium} on {Computer}-{Based} {Medical} {Systems} ({CBMS} 2003), 26-27 {June} 2003, {New} {York}, {NY}, {USA}},\n\tpublisher    = {IEEE Computer Society},\n\tpages        = {183--188},\n\tisbn         = {0-7695-1901-6},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_CBMS_bortoluzzi.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Integrating CBR into the Health Care Organization.\n \n \n \n \n\n\n \n Alexandrini, F., Krechel, D., Maximini, K., & Wangenheim, A. v.\n\n\n \n\n\n\n In 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 26-27 June 2003, New York, NY, USA, pages 130–135, 2003. IEEE Computer Society\n \n\n\n\n
\n\n\n\n \n \n $\"Integrating$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{alexandrini_integrating_2003,\n\ttitle        = {Integrating {CBR} into the {Health} {Care} {Organization}},\n\tauthor       = {Alexandrini, F{\\'a}bio and Krechel, Dirk and Maximini, Kerstin and Wangenheim, Aldo von},\n\tyear         = 2003,\n\tbooktitle    = {16th {IEEE} {Symposium} on {Computer}-{Based} {Medical} {Systems} ({CBMS} 2003), 26-27 {June} 2003, {New} {York}, {NY}, {USA}},\n\tpublisher    = {IEEE Computer Society},\n\tpages        = {130--135},\n\tisbn         = {0-7695-1901-6},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_CBMS_alexandrini.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Generalized Cases, Similarity and Optimization.\n \n \n \n \n\n\n \n Mougouie, B., & Richter, M. M\n\n\n \n\n\n\n In Hutter, D., & Stephan, W., editor(s), Deduction and beyond, 2003. LNAI 2605, Springer-Verlag\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Generalized$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{mougouie_generalized_2003,\n\ttitle        = {Generalized {Cases}, {Similarity} and {Optimization}},\n\tauthor       = {Mougouie, Babak and Richter, Michael M},\n\tyear         = 2003,\n\tbooktitle    = {Deduction and beyond},\n\tpublisher    = {LNAI 2605, Springer-Verlag},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_Deduction_mougouie.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Hutter, D. and Stephan, W.}\n}\n

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\n \n\n \n \n \n \n \n Buchrezension zu Experience Management.\n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n Zeitschrift KI, 03(3): 78. 2003.\n \n\n\n\n
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@article{minor_buchrezension_2003,\n\ttitle        = {Buchrezension zu {Experience} {Management}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2003,\n\tjournal      = {Zeitschrift KI},\n\tvolume       = {03},\n\tnumber       = 3,\n\tpages        = 78\n}\n

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\n \n\n \n \n \n \n \n \n Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. (2nd Edition).\n \n \n \n \n\n\n \n Bergmann, R., Althoff, K., Breen, S., Göker, M., Manago, M., Traphöner, R., & Wess, S.\n\n\n \n\n\n\n Volume 1612 of Lecture Notes in Artificial IntelligenceSpringer, 2 edition, 2003.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Developing$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_developing_2003,\n\ttitle        = {Developing {Industrial} {Case}-{Based} {Reasoning} {Applications}: {The} {INRECA} {Methodology}. (2nd {Edition}).},\n\tauthor       = {Bergmann, Ralph and Althoff, Klaus-Dieter and Breen, Sean and G{\\"o}ker, Mehmet and Manago, Michel and Traph{\\"o}ner, Ralph and Wess, Stefan},\n\tyear         = 2003,\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 1612,\n\turl          = {http://www.amazon.de/Developing-Industrial-Case-Based-Reasoning-Applications/dp/3540207376/ref=sr_1_1?ie=UTF8&qid=1309873607&sr=8-1},\n\tnote         = {The original publication is available at www.springerlink.com},\n\tedition      = 2\n}\n

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\n \n\n \n \n \n \n \n \n On the Relations between Structural Case-Based Reasoning and Ontology-based Knowledge Management.\n \n \n \n \n\n\n \n Bergmann, R., & Schaaf, M.\n\n\n \n\n\n\n In Reimer, U., Abecker, A., Staab, S., & Stumme, G., editor(s), WM 2003: Professionelles Wissesmanagement - Erfahrungen und Visionen, Beiträge der 2. Konferenz Professionelles Wissensmanagement, 2.-4. April 2003 in Luzern, volume 28, of LNI, pages 279–286, 2003. GI\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_relations_2003,\n\ttitle        = {On the {Relations} between {Structural} {Case}-{Based} {Reasoning} and {Ontology}-based {Knowledge} {Management}},\n\tauthor       = {Bergmann, Ralph and Schaaf, Martin},\n\tyear         = 2003,\n\tbooktitle    = {{WM} 2003: {Professionelles} {Wissesmanagement} - {Erfahrungen} und {Visionen}, {Beitr{\\"a}ge} der 2. {Konferenz} {Professionelles} {Wissensmanagement}, 2.-4. {April} 2003 in {Luzern}},\n\tpublisher    = {GI},\n\tseries       = {{LNI}},\n\tvolume       = 28,\n\tpages        = {279--286},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_GWEM-OntoCBR-CRC.pdf},\n\teditor       = {Reimer, Ulrich and Abecker, Andreas and Staab, Steffen and Stumme, Gerd}\n}\n

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\n \n\n \n \n \n \n \n \n An Investigation of Generalized Cases.\n \n \n \n \n\n\n \n Maximini, K., Maximini, R., & Bergmann, R.\n\n\n \n\n\n\n In Ashley, K. D., & Bridge, D. G., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, Proceedings, volume 2689, of Lecture Notes in Artificial Intelligence, pages 261–275, 2003. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"An$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{maximini_investigation_2003,\n\ttitle        = {An {Investigation} of {Generalized} {Cases}},\n\tauthor       = {Maximini, Kerstin and Maximini, Rainer and Bergmann, Ralph},\n\tyear         = 2003,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}, 5th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2003, {Trondheim}, {Norway}, {June} 23-26, 2003, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 2689,\n\tpages        = {261--275},\n\tisbn         = {3-540-40433-3},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_ICCBR_maximini.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Ashley, Kevin D. and Bridge, Derek G.}\n}\n

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\n \n\n \n \n \n \n \n \n Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm.\n \n \n \n \n\n\n \n Mougouie, B., Richter, M. M, & Bergmann, R.\n\n\n \n\n\n\n In Ashley, K. D, & Bridge, D., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, volume 2989, of Lecture Notes in Artificial Intelligence, pages 319–331, 2003. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Diversity-Conscious$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{mougouie_diversity-conscious_2003,\n\ttitle        = {Diversity-{Conscious} {Retrieval} from {Generalized} {Cases}: {A} {Branch} and {Bound} {Algorithm}},\n\tauthor       = {Mougouie, Babak and Richter, Michael M and Bergmann, Ralph},\n\tyear         = 2003,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}, 5th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2003, {Trondheim}, {Norway}, {June} 23-26, 2003},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 2989,\n\tpages        = {319--331},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_ICCBR_mougouie.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Ashley, Kevin D and Bridge, Derek}\n}\n

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\n \n\n \n \n \n \n \n \n A Knowledge Representation Format for Virtual IP Marketplaces.\n \n \n \n \n\n\n \n Schaaf, M., Freßmann, A., Spinelli, M. A., Maximini, R., & Bergmann, R.\n\n\n \n\n\n\n In Ashley, K. D., & Bridge, D. G., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, volume 2689, of Lecture Notes in Artificial Intelligence, pages 509–521, 2003. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schaaf_knowledge_2003,\n\ttitle        = {A {Knowledge} {Representation} {Format} for {Virtual} {IP} {Marketplaces}},\n\tauthor       = {Schaaf, Martin and Fre{\\ss}mann, Andrea and Spinelli, Marco A. and Maximini, Rainer and Bergmann, Ralph},\n\tyear         = 2003,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}, 5th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2003, {Trondheim}, {Norway}, {June} 23-26, 2003},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 2689,\n\tpages        = {509--521},\n\tisbn         = {3-540-40433-3},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_ICCBR_schaaf.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Ashley, Kevin D. and Bridge, Derek G.}\n}\n

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\n \n\n \n \n \n \n \n \n A Case-Based Predictive Sequencing Batch Reactor Controller.\n \n \n \n \n\n\n \n Wiese, J., Schmitt, S., Bergmann, R., & Schmitt, T. G\n\n\n \n\n\n\n In 18th International Joint Conference on Artificial Intelligence, Workshop on Environmental Decision Support Systems (EDSS'2003), 2003. \n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{wiese_case-based_2003,\n\ttitle        = {A {Case}-{Based} {Predictive} {Sequencing} {Batch} {Reactor} {Controller}},\n\tauthor       = {Wiese, J{\\"u}rgen and Schmitt, Sascha and Bergmann, Ralph and Schmitt, Theo G},\n\tyear         = 2003,\n\tbooktitle    = {18th {International} {Joint} {Conference} on {Artificial} {Intelligence}, {Workshop} on {Environmental} {Decision} {Support} {Systems} ({EDSS}'2003)},\n\turl          = {http://www.wi2.uni-trier.de/publications/2003_WieseEtAl_EDSS_IJCAI.pdf}\n}\n

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\n \n 2002\n \n \n (17)\n \n \n

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\n \n\n \n \n \n \n \n \n Acquiring Customers' Requirements in Electronic Commerce.\n \n \n \n \n\n\n \n Bergmann, R., & Cunningham, P.\n\n\n \n\n\n\n Artificial Intelligence Review, 18(3-4): 163–193. 2002.\n \n\n\n\n
\n\n\n\n \n \n $\"Acquiring$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_acquiring_2002,\n\ttitle        = {Acquiring {Customers}' {Requirements} in {Electronic} {Commerce}},\n\tauthor       = {Bergmann, Ralph and Cunningham, P{\\'a}draig},\n\tyear         = 2002,\n\tjournal      = {Artificial Intelligence Review},\n\tvolume       = 18,\n\tnumber       = {3-4},\n\tpages        = {163--193},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_AIRBergCun_fin_.pdf}\n}\n

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\n \n\n \n \n \n \n \n CyclopsDistMedDB. - A Transparent Gateway for Distributed Medical Data Access in DICOM Format.\n \n \n \n\n\n \n Ribeiro, L. A., Dellani, P. R., Wangenheim, A. v., Richter, M. M, Maximini, K., & Comunello, E.\n\n\n \n\n\n\n In Kokol, P., Stiglic, B., Zorman, M., & Zazula, D., editor(s), Proceedings of the 15th IEEE Symposium on Computer-based Medical Systems (CBMS'02), pages 315–320, Maribor, Slovenia, June 2002. IEEE Computer Society, Los Alamitos, California\n \n\n\n\n
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@inproceedings{ribeiro_cyclopsdistmeddb._2002,\n\ttitle        = {{CyclopsDistMedDB}. - {A} {Transparent} {Gateway} for {Distributed} {Medical} {Data} {Access} in {DICOM} {Format}},\n\tauthor       = {Ribeiro, Leonardo Andrade and Dellani, Paulo Roberto and Wangenheim, Aldo von and Richter, Michael M and Maximini, Kerstin and Comunello, Eros},\n\tyear         = 2002,\n\tmonth        = jun,\n\tbooktitle    = {Proceedings of the 15th {IEEE} {Symposium} on {Computer}-based {Medical} {Systems} ({CBMS}'02)},\n\tpublisher    = {IEEE Computer Society, Los Alamitos, California},\n\taddress      = {Maribor, Slovenia},\n\tpages        = {315--320},\n\teditor       = {Kokol, Peter and Stiglic, Bruno and Zorman, Milan and Zazula, Damjan}\n}\n

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\n \n\n \n \n \n \n \n \n A Framework for Radiological Assistant Systems.\n \n \n \n \n\n\n \n Krechel, D., Bergmann, R., Maximini, K., & Wangenheim, A. v.\n\n\n \n\n\n\n In Kokol, P., Stiglic, B., Zorman, M., & Zazula, D., editor(s), Proceedings of the 15th IEEE Symposium on Computer-based Medical Systems (CBMS'02), pages 179–184, Maribor, Slovenia, June 2002. IEEE Computer Society, Los Alamitos, California\n Best Paper Award\n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{krechel_framework_2002,\n\ttitle        = {A {Framework} for {Radiological} {Assistant} {Systems}},\n\tauthor       = {Krechel, Dirk and Bergmann, Ralph and Maximini, Kerstin and Wangenheim, Aldo von},\n\tyear         = 2002,\n\tmonth        = jun,\n\tbooktitle    = {Proceedings of the 15th {IEEE} {Symposium} on {Computer}-based {Medical} {Systems} ({CBMS}'02)},\n\tpublisher    = {IEEE Computer Society, Los Alamitos, California},\n\taddress      = {Maribor, Slovenia},\n\tpages        = {179--184},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_cbms.pdf},\n\tnote         = {Best Paper Award},\n\teditor       = {Kokol, Peter and Stiglic, Bruno and Zorman, Milan and Zazula, Damjan}\n}\n

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\n \n\n \n \n \n \n \n Semistructured Data Store Mapping with XML and its Reconstruction.\n \n \n \n\n\n \n Chen, E., Wu, G., Lindemann, G., & Minor, M.\n\n\n \n\n\n\n In Manololoulos, Y., & Navrat, P., editor(s), ADBIS 2002, Vol. 2: Research Communications, pages 78 – 87, Bratislava, 2002. Slowak University of Technology\n \n\n\n\n
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@inproceedings{chen_semistructured_2002,\n\ttitle        = {Semistructured {Data} {Store} {Mapping} with {XML} and its {Reconstruction}},\n\tauthor       = {Chen, Enhong and Wu, Gongqing and Lindemann, Gabriela and Minor, Mirjam},\n\tyear         = 2002,\n\tbooktitle    = {{ADBIS} 2002, {Vol}. 2: {Research} {Communications}},\n\tpublisher    = {Slowak University of Technology},\n\taddress      = {Bratislava},\n\tpages        = {78 -- 87},\n\teditor       = {Manololoulos, Yannis and Navrat, Pavol}\n}\n

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\n \n\n \n \n \n \n \n \n A Customization Approach for Structured Products in Electronic Shops.\n \n \n \n \n\n\n \n Stahl, A., Bergmann, R., & Schmitt, S.\n\n\n \n\n\n\n In 13th International Bled Electronic Commerce Conference, 2002. \n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{stahl_customization_2002,\n\ttitle        = {A {Customization} {Approach} for {Structured} {Products} in {Electronic} {Shops}},\n\tauthor       = {Stahl, Armin and Bergmann, Ralph and Schmitt, Sascha},\n\tyear         = 2002,\n\tbooktitle    = {13th {International} {Bled} {Electronic} {Commerce} {Conference}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_Bled.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection.\n \n \n \n \n\n\n \n Bergmann, R., Maximini, R., & Schaaf, M.\n\n\n \n\n\n\n In Minor, M., & Staab, S., editor(s), 1st German Workshop on Experience Management: Sharing Experiences about the Sharing of Experience, Berlin, March 7-8, 2002, Proceedings, volume 10, of LNI, pages 11–22, 2002. GI\n \n\n\n\n
\n\n\n\n \n \n $\"Experience$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_experience_2002,\n\ttitle        = {Experience {Management} for {Electronic} {Design} {Reuse} through {Quality}-{Oriented} {IP} {Selection}},\n\tauthor       = {Bergmann, Ralph and Maximini, Rainer and Schaaf, Martin},\n\tyear         = 2002,\n\tbooktitle    = {1st {German} {Workshop} on {Experience} {Management}: {Sharing} {Experiences} about the {Sharing} of {Experience}, {Berlin}, {March} 7-8, 2002, {Proceedings}},\n\tpublisher    = {GI},\n\tseries       = {{LNI}},\n\tvolume       = 10,\n\tpages        = {11--22},\n\tisbn         = {3-88579-340-7},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_bergmannmaximinischaaf.pdf},\n\teditor       = {Minor, Mirjam and Staab, Steffen}\n}\n

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\n \n\n \n \n \n \n \n The Communication of a System's Treasury of Experience.\n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n In ECCBR'02 Workshop Proc., September 2002. University of Aberdeen\n \n\n\n\n
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@inproceedings{minor_communication_2002,\n\ttitle        = {The {Communication} of a {System}'s {Treasury} of {Experience}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2002,\n\tmonth        = sep,\n\tbooktitle    = {{ECCBR}'02 {Workshop} {Proc}.},\n\tpublisher    = {University of Aberdeen}\n}\n

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\n \n\n \n \n \n \n \n Prototypical implementation of the Quality Related Retrieval. IPQ Deliverable AP2-T1-Q4.\n \n \n \n\n\n \n Tautz, C., Traphöner, R., Bergmann, R., Maximini, R., & Schaaf, M.\n\n\n \n\n\n\n Technical Report University of Hildesheim, 2002.\n \n\n\n\n
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@techreport{tautz_prototypical_2002,\n\ttitle        = {Prototypical implementation of the {Quality} {Related} {Retrieval}. {IPQ} {Deliverable} {AP}2-{T}1-{Q}4},\n\tauthor       = {Tautz, Carsten and Traph{\\"o}ner, Ralph and Bergmann, Ralph and Maximini, Rainer and Schaaf, Martin},\n\tyear         = 2002,\n\tinstitution  = {University of Hildesheim}\n}\n

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\n \n\n \n \n \n \n \n Knowledge Representation for IP Retrieval. IPQ Deliverable AP2-T2-Q4.\n \n \n \n\n\n \n Tautz, C., Traphöner, R., Bergmann, R., Maximini, R., & Schaaf, M.\n\n\n \n\n\n\n Technical Report University of Hildesheim, 2002.\n \n\n\n\n
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@techreport{tautz_knowledge_2002,\n\ttitle        = {Knowledge {Representation} for {IP} {Retrieval}. {IPQ} {Deliverable} {AP}2-{T}2-{Q}4},\n\tauthor       = {Tautz, Carsten and Traph{\\"o}ner, Ralph and Bergmann, Ralph and Maximini, Rainer and Schaaf, Martin},\n\tyear         = 2002,\n\tinstitution  = {University of Hildesheim}\n}\n

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\n \n\n \n \n \n \n \n Um Editor de Laudos no Padr\\ ao DICOM Structured Report.\n \n \n \n\n\n \n Bortoluzzi, M. K., Wangenheim, A. v., Sehn, M., & Caregnato, M.\n\n\n \n\n\n\n In Anais do VIII Congresso Brasileiro de Informática em Saúde, Natal, 2002. \n \n\n\n\n
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@inproceedings{bortoluzzi_um_2002,\n\ttitle        = {Um {Editor} de {Laudos} no {Padr}{\\textbackslash} ao {DICOM} {Structured} {Report}},\n\tauthor       = {Bortoluzzi, Mariana Kessler and Wangenheim, Aldo von and Sehn, Michel and Caregnato, Maricy},\n\tyear         = 2002,\n\tbooktitle    = {Anais do {VIII} {Congresso} {Brasileiro} de {Inform{\\'a}tica} em {Sa{\\'u}de}},\n\taddress      = {Natal}\n}\n

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\n \n\n \n \n \n \n \n Buchrezension zum Handbuch der Künstlichen Intelligenz.\n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n Zeitschrift KI, 02(4). 2002.\n \n\n\n\n
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@article{minor_buchrezension_2002,\n\ttitle        = {Buchrezension zum {Handbuch} der {K{\\"u}nstlichen} {Intelligenz}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2002,\n\tjournal      = {Zeitschrift KI},\n\tvolume       = {02},\n\tnumber       = 4\n}\n

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\n \n\n \n \n \n \n \n \n Experience Management: Foundations, Development Methodology, and Internet-Based Applications.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n Volume 2432 of Lecture Notes in Artificial IntelligenceSpringer, 2002.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Experience$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_experience_2002-1,\n\ttitle        = {Experience {Management}: {Foundations}, {Development} {Methodology}, and {Internet}-{Based} {Applications}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 2002,\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 2432,\n\turl          = {http://www.amazon.de/Experience-Management-Foundations-Internet-Based-Applications/dp/3540441913/ref=sr_1_1?ie=UTF8&qid=1309857671&sr=8-1},\n\tnote         = {The original publication is available at www.springerlink.com}\n}\n

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\n \n\n \n \n \n \n \n \n Knowledge-intensive product search and customization in electronic commerce.\n \n \n \n \n\n\n \n Bergmann, R., Traphöner, R., Schmitt, S., Cunningham, P., & Smyth, B.\n\n\n \n\n\n\n In E-Business Applications, of Advanced Information Systems, pages 87–101. Springer, 2002.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Knowledge-intensive$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{bergmann_knowledge-intensive_2002,\n\ttitle        = {Knowledge-intensive product search and customization in electronic commerce.},\n\tauthor       = {Bergmann, Ralph and Traph{\\"o}ner, Ralph and Schmitt, Sascha and Cunningham, P{\\'a}draig and Smyth, Barry},\n\tyear         = 2002,\n\tbooktitle    = {E-{Business} {Applications}},\n\tpublisher    = {Springer},\n\tseries       = {Advanced {Information} {Systems}},\n\tpages        = {87--101},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_bergmann et al. Buchbeitrag.pdf},\n\tnote         = {The original publication is available at www.springerlink.com}\n}\n

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\n \n\n \n \n \n \n \n \n Intelligent customer support for product selection with case-based reasoning.\n \n \n \n \n\n\n \n Bergmann, R., Schmitt, S., & Stahl, A.\n\n\n \n\n\n\n In Segovia, J., Szezepaniak, P., & Niedzwiedzinski, M., editor(s), E-Commerce and Intelligent Methods, pages 322–341. Physica-Verlag, 2002.\n \n\n\n\n
\n\n\n\n \n \n $\"Intelligent$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{bergmann_intelligent_2002,\n\ttitle        = {Intelligent customer support for product selection with case-based reasoning.},\n\tauthor       = {Bergmann, Ralph and Schmitt, Sascha and Stahl, Armin},\n\tyear         = 2002,\n\tbooktitle    = {E-{Commerce} and {Intelligent} {Methods}},\n\tpublisher    = {Physica-Verlag},\n\tpages        = {322--341},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_bergmannschmittstahl.pdf},\n\teditor       = {Segovia, J. and Szezepaniak, P. and Niedzwiedzinski, M.}\n}\n

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\n \n\n \n \n \n \n \n \n Similarity Assessment for Generalized Cases by Optimization Methods.\n \n \n \n \n\n\n \n Mougouie, B., & Bergmann, R.\n\n\n \n\n\n\n In Craw, S., & Preece, A., editor(s), European Conference on Case-Based Reasoning (ECCBR'02), volume 2416, of Lecture Notes in Artificial Intelligence, pages 249–263, 2002. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Similarity$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{mougouie_similarity_2002,\n\ttitle        = {Similarity {Assessment} for {Generalized} {Cases} by {Optimization} {Methods}},\n\tauthor       = {Mougouie, Babak and Bergmann, Ralph},\n\tyear         = 2002,\n\tbooktitle    = {European {Conference} on {Case}-{Based} {Reasoning} ({ECCBR}'02)},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 2416,\n\tpages        = {249--263},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_ECCBR_mougouie.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Craw, S. and Preece, A.}\n}\n

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\n \n\n \n \n \n \n \n \n Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection.\n \n \n \n \n\n\n \n Schaaf, M., Maximini, R., Bergmann, R., Tautz, C., & Traphöner, R.\n\n\n \n\n\n\n In Craw, S., & Preece, A. D., editor(s), Advances in Case-Based Reasoning, 6th European Conference, ECCBR 2002 Aberdeen, Scotland, UK, September 4-7, 2002, Proceedings, volume 2416, of Lecture Notes in Artificial Intelligence, pages 628–641, 2002. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Supporting$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schaaf_supporting_2002,\n\ttitle        = {Supporting {Electronic} {Design} {Reuse} by {Integrating} {Quality}-{Criteria} into {CBR}-{Based} {IP} {Selection}},\n\tauthor       = {Schaaf, Martin and Maximini, Rainer and Bergmann, Ralph and Tautz, Carsten and Traph{\\"o}ner, Ralph},\n\tyear         = 2002,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 6th {European} {Conference}, {ECCBR} 2002 {Aberdeen}, {Scotland}, {UK}, {September} 4-7, 2002, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 2416,\n\tpages        = {628--641},\n\tisbn         = {3-540-44109-3},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_eccbr.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Craw, Susan and Preece, Alun D.}\n}\n

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\n \n\n \n \n \n \n \n \n IPCHL - A Description Language for Semantic IP Characterization.\n \n \n \n \n\n\n \n Schaaf, M., Visarius, M., Bergmann, R., Maximini, R., Spinelli, M., Lessmann, J., Hardt, W., Thronicke, W., Franz, J., Tautz, C., & Traphöner, R.\n\n\n \n\n\n\n In Best of FDL'02, System Specification & Design Languages. September 2002.\n \n\n\n\n
\n\n\n\n \n \n $\"IPCHL$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{schaaf_ipchl_2002,\n\ttitle        = {{IPCHL} - {A} {Description} {Language} for {Semantic} {IP} {Characterization}},\n\tauthor       = {Schaaf, Martin and Visarius, Markus and Bergmann, Ralph and Maximini, Rainer and Spinelli, Marco and Lessmann, Johannes and Hardt, Wolfram and Thronicke, Wolfgang and Franz, Jasmin and Tautz, Carsten and Traph{\\"o}ner, Ralph},\n\tyear         = 2002,\n\tmonth        = sep,\n\tbooktitle    = {Best of {FDL}'02, {System} {Specification} \\& {Design} {Languages}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2002_fdl.pdf}\n}\n

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\n \n 2001\n \n \n (17)\n \n \n

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\n \n\n \n \n \n \n \n \n Evaluation of a similarity-based approach to customer-adaptive electronic sales dialogs.\n \n \n \n \n\n\n \n Kohlmaier, A., Schmitt, S., & Bergmann, R.\n\n\n \n\n\n\n In Weibelzahl, S., Chin, D., & Weber, G., editor(s), Workshop on Empirical Evaluations of Adaptive Systems, pages 41–50, July 2001. \n \n\n\n\n
\n\n\n\n \n \n $\"Evaluation$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{kohlmaier_evaluation_2001,\n\ttitle        = {Evaluation of a similarity-based approach to customer-adaptive electronic sales dialogs},\n\tauthor       = {Kohlmaier, Andreas and Schmitt, Sascha and Bergmann, Ralph},\n\tyear         = 2001,\n\tmonth        = jul,\n\tbooktitle    = {Workshop on {Empirical} {Evaluations} of {Adaptive} {Systems}},\n\tpages        = {41--50},\n\turl          = {http://www.wi2.uni-trier.de/publications/2001_kohlmaier_et_al.pdf},\n\teditor       = {Weibelzahl, Stephan and Chin, David and Weber, Gehard}\n}\n

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\n \n\n \n \n \n \n \n Concepts for the Integration of IP Quality Criteria into IP Characterization and Retrieval. IPQ Deliverable AP2-T1-Q2.\n \n \n \n\n\n \n Tautz, C., Traphöner, R., Bergmann, R., Maximini, R., Schaaf, M., & Vollrath, I.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 2001.\n \n\n\n\n
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@techreport{tautz_concepts_2001,\n\ttitle        = {Concepts for the {Integration} of {IP} {Quality} {Criteria} into {IP} {Characterization} and {Retrieval}. {IPQ} {Deliverable} {AP}2-{T}1-{Q}2},\n\tauthor       = {Tautz, Carsten and Traph{\\"o}ner, Ralph and Bergmann, Ralph and Maximini, Rainer and Schaaf, Martin and Vollrath, Ivo},\n\tyear         = 2001,\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n Experience Management - Case Based Reasoning for Knowledge Management.\n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n In Czaja, L., editor(s), Proc. CSuP-2001, pages 150–159, Warsaw, 2001. \n \n\n\n\n
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@inproceedings{minor_experience_2001,\n\ttitle        = {Experience {Management} - {Case} {Based} {Reasoning} for {Knowledge} {Management}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 2001,\n\tbooktitle    = {Proc. {CSuP}-2001},\n\taddress      = {Warsaw},\n\tpages        = {150--159},\n\teditor       = {Czaja, Ludwik}\n}\n

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\n \n\n \n \n \n \n \n Using MILOS For Dependency Management In UML-Based SE-Processes.\n \n \n \n\n\n \n Schaaf, M., Bendeck, F., & Nour, P.\n\n\n \n\n\n\n In 10th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2001), pages 18, June 2001. IEEE Computer Society\n \n\n\n\n
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@inproceedings{schaaf_using_2001,\n\ttitle        = {Using {MILOS} {For} {Dependency} {Management} {In} {UML}-{Based} {SE}-{Processes}},\n\tauthor       = {Schaaf, Martin and Bendeck, Fawsy and Nour, Philip},\n\tyear         = 2001,\n\tmonth        = jun,\n\tbooktitle    = {10th {IEEE} {International} {Workshops} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises} ({WETICE} 2001)},\n\tpublisher    = {IEEE Computer Society},\n\tpages        = 18\n}\n

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\n \n\n \n \n \n \n \n \n A Formal Approach to Dialogs with Online Customers.\n \n \n \n \n\n\n \n Schmitt, S., & Bergmann, R.\n\n\n \n\n\n\n In Proc. of the 14 th Bled Electronic Commerce Conference, 2001. \n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schmitt_formal_2001,\n\ttitle        = {A {Formal} {Approach} to {Dialogs} with {Online} {Customers}},\n\tauthor       = {Schmitt, Sascha and Bergmann, Ralph},\n\tyear         = 2001,\n\tbooktitle    = {Proc. of the 14 th {Bled} {Electronic} {Commerce} {Conference}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2001_schmittbergmann2001.pdf}\n}\n

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\n \n\n \n \n \n \n \n Engineering of e-Business Applications & Infrastructure and Applications for the Mobile Internet.\n \n \n \n\n\n \n Bendeck, F., Kötting, B., Schaaf, M., Maurer, F., Valenti, M., & Robert, M.\n\n\n \n\n\n\n In 10th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2001), pages 7–11, Cambridge, Massachusetts, June 2001. IEEE Computer Society\n \n\n\n\n
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@inproceedings{bendeck_engineering_2001,\n\ttitle        = {Engineering of e-{Business} {Applications} \\& {Infrastructure} and {Applications} for the {Mobile} {Internet}.},\n\tauthor       = {Bendeck, Fawsy and K{\\"o}tting, Boris and Schaaf, Martin and Maurer, Frank and Valenti, Matthew and Robert, Max},\n\tyear         = 2001,\n\tmonth        = jun,\n\tbooktitle    = {10th {IEEE} {International} {Workshops} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises} ({WETICE} 2001)},\n\tpublisher    = {IEEE Computer Society},\n\taddress      = {Cambridge, Massachusetts},\n\tpages        = {7--11}\n}\n

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\n \n\n \n \n \n \n \n \n Utility-Oriented Matching: A New Research Direction for Case-Based Reasoning.\n \n \n \n \n\n\n \n Bergmann, R., Richter, M. M, Schmitt, S., Stahl, A., & Vollrath, I.\n\n\n \n\n\n\n In 9th German Workshop on Case-Based Reasoning (GWCBR'2001), 2001. \n \n\n\n\n
\n\n\n\n \n \n $\"Utility-Oriented$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_utility-oriented_2001,\n\ttitle        = {Utility-{Oriented} {Matching}: {A} {New} {Research} {Direction} for {Case}-{Based} {Reasoning}},\n\tauthor       = {Bergmann, Ralph and Richter, Michael M and Schmitt, Sascha and Stahl, Armin and Vollrath, Ivo},\n\tyear         = 2001,\n\tbooktitle    = {9th {German} {Workshop} on {Case}-{Based} {Reasoning} ({GWCBR}'2001)},\n\turl          = {http://www.wi2.uni-trier.de/publications/2001_bergmannrichter.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Textual CBR im E-Commerce.\n \n \n \n \n\n\n \n Minor, M., & Lenz, M.\n\n\n \n\n\n\n Zeitschrift KI, 01(1): 12 – 16. 2001.\n \n\n\n\n
\n\n\n\n \n \n $\"Textual$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{minor_textual_2001,\n\ttitle        = {Textual {CBR} im {E}-{Commerce}},\n\tauthor       = {Minor, Mirjam and Lenz, Mario},\n\tyear         = 2001,\n\tjournal      = {Zeitschrift KI},\n\tvolume       = {01},\n\tnumber       = 1,\n\tpages        = {12 -- 16},\n\turl          = {http://www.wi2.uni-trier.de/publications/2001_KI_MinorLenz.pdf}\n}\n

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\n \n\n \n \n \n \n \n Flexible Strategies for Maintaining Knowledge Containers: ECAI-2000 Workshop Summary.\n \n \n \n\n\n \n Minor, M., & Wilson, D.\n\n\n \n\n\n\n In Weber, R., & Wangenheim, C. G. v., editor(s), Proc. of the Workshop Program at ICCBR 2001, volume Technical Note AIC-01-003, pages 64–67, Washington, DC, 2001. Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence\n \n\n\n\n
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@inproceedings{minor_flexible_2001,\n\ttitle        = {Flexible {Strategies} for {Maintaining} {Knowledge} {Containers}: {ECAI}-2000 {Workshop} {Summary}},\n\tauthor       = {Minor, Mirjam and Wilson, David},\n\tyear         = 2001,\n\tbooktitle    = {Proc. of the {Workshop} {Program} at {ICCBR} 2001},\n\tpublisher    = {Naval Research Laboratory, Navy Center for Applied Research in Artificial Intelligence},\n\taddress      = {Washington, DC},\n\tvolume       = {Technical Note AIC-01-003},\n\tpages        = {64--67},\n\teditor       = {Weber, Rosina and Wangenheim, Christiane Gresse von}\n}\n

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\n \n\n \n \n \n \n \n Multilingual Textual Case-Based Reasoning.\n \n \n \n\n\n \n Minor, M., & Prado, J. C. D.\n\n\n \n\n\n\n In Schnurr, H., Staab, S., Studer, R., Stumme, G., & Sure, Y., editor(s), Professionelles Wissensmanagement: Erfahrungen und Visionen, pages 281–282, Aachen, 2001. Shaker-Verlag\n \n\n\n\n
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@inproceedings{minor_multilingual_2001,\n\ttitle        = {Multilingual {Textual} {Case}-{Based} {Reasoning}},\n\tauthor       = {Minor, Mirjam and Prado, Jose Carlos Del},\n\tyear         = 2001,\n\tbooktitle    = {Professionelles {Wissensmanagement}: {Erfahrungen} und {Visionen}},\n\tpublisher    = {Shaker-Verlag},\n\taddress      = {Aachen},\n\tpages        = {281--282},\n\teditor       = {Schnurr, Hans-Peter and Staab, Steffen and Studer, Rudi and Stumme, Gerd and Sure, York}\n}\n

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\n \n\n \n \n \n \n \n Requirements on IP Qualifying Format. IPQ Deliverable AP1-T1-Q2.\n \n \n \n\n\n \n Tautz, C., Traphöner, R., Rülke, S., Martinez, N., Seepolt, R., Vörg, A., Radetzki, M., Thronicke, W., Jerinic, V., Müller, D., Siegmund, M., Bergmann, R., Vollrath, I., & Schaaf, M.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 2001.\n \n\n\n\n
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@techreport{tautz_requirements_2001,\n\ttitle        = {Requirements on {IP} {Qualifying} {Format}. {IPQ} {Deliverable} {AP}1-{T}1-{Q}2},\n\tauthor       = {Tautz, Carsten and Traph{\\"o}ner, Ralph and R{\\"u}lke, Stefan and Martinez, N. and Seepolt, Ralf and V{\\"o}rg, A. and Radetzki, Martin and Thronicke, Wolfgang and Jerinic, V. and M{\\"u}ller, D. and Siegmund, M. and Bergmann, Ralph and Vollrath, Ivo and Schaaf, Martin},\n\tyear         = 2001,\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n Automation of XML Documents Translators Generation.\n \n \n \n\n\n \n Bendeck, F.\n\n\n \n\n\n\n In 10th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2001), Cambridge, Massachusetts, June 2001. \n \n\n\n\n
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@inproceedings{bendeck_automation_2001,\n\ttitle        = {Automation of {XML} {Documents} {Translators} {Generation}},\n\tauthor       = {Bendeck, Fawsy},\n\tyear         = 2001,\n\tmonth        = jun,\n\tbooktitle    = {10th {IEEE} {International} {Workshops} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises} ({WETICE} 2001)},\n\taddress      = {Cambridge, Massachusetts}\n}\n

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\n \n\n \n \n \n \n \n \n Künstliche Intelligenz und Electronic Commerce. Special Issue der Zeitschrift Künstliche Intelligenz.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.,\n editors.\n \n\n\n \n\n\n\n , (1/2001). 2001.\n \n\n\n\n
\n\n\n\n \n \n $\"Künstliche$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_kunstliche_2001,\n\ttitle        = {K{\\"u}nstliche {Intelligenz} und {Electronic} {Commerce}. {Special} {Issue} der {Zeitschrift} {K{\\"u}nstliche} {Intelligenz}},\n\tyear         = 2001,\n\tnumber       = {1/2001},\n\turl          = {http://www.kuenstliche-intelligenz.de/index.php?id=%3ANO-2016},\n\teditor       = {Bergmann, Ralph and Wilke, Wolfgang}\n}\n

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\n \n\n \n \n \n \n \n \n Intelligent Support for Online Sales: The WEBSELL Experience.\n \n \n \n \n\n\n \n Cunningham, P., Bergmann, R., Schmitt, S., Traphöner, R., Breen, S., & Smyth, B.\n\n\n \n\n\n\n In Weber, R., & Wangenheim, C. G. v., editor(s), Proceedings of the Workshop Program at the Fourth International Conference on Case-Based Reasoning (ICCBR 2001), 2001. \n Proceedings of the ECAI'2000 Workshop on Flexible Strategies for Maintaining Knowledge Containers\n\n\n\n
\n\n\n\n \n \n $\"Intelligent$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{cunningham_intelligent_2001,\n\ttitle        = {Intelligent {Support} for {Online} {Sales}: {The} {WEBSELL} {Experience}},\n\tauthor       = {Cunningham, P{\\'a}draig and Bergmann, Ralph and Schmitt, Sascha and Traph{\\"o}ner, Ralph and Breen, Sean and Smyth, Barry},\n\tyear         = 2001,\n\tbooktitle    = {Proceedings of the {Workshop} {Program} at the {Fourth} {International} {Conference} on {Case}-{Based} {Reasoning} ({ICCBR} 2001)},\n\turl          = {http://www.wi2.uni-trier.de/publications/2001_cunninghambergmann.pdf},\n\tnote         = {Proceedings of the ECAI'2000 Workshop on Flexible Strategies for Maintaining Knowledge Containers},\n\teditor       = {Weber, R. and Wangenheim, Christiane Gresse von}\n}\n

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\n \n\n \n \n \n \n \n \n Highlights of the European INRECA Projects.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Aha, D. W., & Watson, I., editor(s), Case-Based Reasoning Research and Development, 4th International Conference on Case-Based Reasoning, ICCBR 2001, Vancouver, BC, Canada, July 30 - August 2, 2001, Proceedings, volume 2080, of Lecture Notes in Artificial Intelligence, pages 1–15, 2001. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
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@inproceedings{bergmann_highlights_2001,\n\ttitle        = {Highlights of the {European} {INRECA} {Projects}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 2001,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}, 4th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2001, {Vancouver}, {BC}, {Canada}, {July} 30 - {August} 2, 2001, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 2080,\n\tpages        = {1--15},\n\tisbn         = {3-540-42358-3},\n\turl          = {http://www.wi2.uni-trier.de/publications/2001_Bergmann Inreca ICCBR.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Aha, David W. and Watson, Ian}\n}\n

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\n \n\n \n \n \n \n \n \n A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs.\n \n \n \n \n\n\n \n Kohlmaier, A., Schmitt, S., & Bergmann, R.\n\n\n \n\n\n\n In Aha, D. W., & Watson, I., editor(s), Case-Based Reasoning Research and Development, 4th International Conference on Case-Based Reasoning, ICCBR 2001, Vancouver, BC, Canada, July 30 - August 2, 2001, Proceedings, volume 2080, of Lecture Notes in Artificial Intelligence, pages 306–320, 2001. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{kohlmaier_similarity-based_2001,\n\ttitle        = {A {Similarity}-{Based} {Approach} to {Attribute} {Selection} in {User}-{Adaptive} {Sales} {Dialogs}},\n\tauthor       = {Kohlmaier, Andreas and Schmitt, Sascha and Bergmann, Ralph},\n\tyear         = 2001,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}, 4th {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR} 2001, {Vancouver}, {BC}, {Canada}, {July} 30 - {August} 2, 2001, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 2080,\n\tpages        = {306--320},\n\tisbn         = {3-540-42358-3},\n\turl          = {http://www.wi2.uni-trier.de/publications/2001_akohlmaier.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Aha, David W. and Watson, Ian}\n}\n

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\n \n\n \n \n \n \n \n \n WEBSELL: Intelligent Sales Assistants for the World Wide Web.\n \n \n \n \n\n\n \n Cunningham, P., Bergmann, R., Schmitt, S., Traphöner, R., Breen, S., & Smyth, B.\n\n\n \n\n\n\n KI - Künstliche Intelligenz, 15(1): 28–32. 2001.\n \n\n\n\n
\n\n\n\n \n \n $\"WEBSELL:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{cunningham_websell:_2001,\n\ttitle        = {{WEBSELL}: {Intelligent} {Sales} {Assistants} for the {World} {Wide} {Web}},\n\tauthor       = {Cunningham, Padraig and Bergmann, Ralph and Schmitt, Sascha and Traph{\\"o}ner, Ralph and Breen, Sean and Smyth, Barry},\n\tyear         = 2001,\n\tjournal      = {KI - K{\\"u}nstliche Intelligenz},\n\tvolume       = 15,\n\tnumber       = 1,\n\tpages        = {28--32},\n\turl          = {http://www.wi2.uni-trier.de/publications/2001_KI Websell.pdf}\n}\n

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\n \n 2000\n \n \n (16)\n \n \n

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\n \n\n \n \n \n \n \n Multilingual Textual Case-Based Reasoning.\n \n \n \n\n\n \n Minor, M., & Prado, J. C. D.\n\n\n \n\n\n\n In Burkhard, H., Czaja, L., Skowron, A., & Starke, P., editor(s), Proceedings of the Workshop Concurrency, Specification and Programming (CS&P 2000), pages 143 – 148, Berlin, 2000. Humboldt-Universität zu Berlin\n Informatik-Bericht Nr. 140, Vol. I\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_multilingual_2000,\n\ttitle        = {Multilingual {Textual} {Case}-{Based} {Reasoning}},\n\tauthor       = {Minor, Mirjam and Prado, Jose Carlos Del},\n\tyear         = 2000,\n\tbooktitle    = {Proceedings of the {Workshop} {Concurrency}, {Specification} and {Programming} ({CS}\\&{P} 2000)},\n\tpublisher    = {Humboldt-Universit{\\"a}t zu Berlin},\n\taddress      = {Berlin},\n\tpages        = {143 -- 148},\n\tnote         = {Informatik-Bericht Nr. 140, Vol. I},\n\teditor       = {Burkhard, Hans-Dieter and Czaja, Ludwik and Skowron, Andrzej and Starke, Peter}\n}\n

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\n \n\n \n \n \n \n \n Merging Project Planning and Web-Enabled Dynamic Workflow Technologies.\n \n \n \n\n\n \n Maurer, F., Dellen, B., Bendeck, F., Goldmann, S., Holz, H., Kötting, B., & Schaaf, M.\n\n\n \n\n\n\n IEEE Internet Computing, 4(3): 65–74. 2000.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{maurer_merging_2000,\n\ttitle        = {Merging {Project} {Planning} and {Web}-{Enabled} {Dynamic} {Workflow} {Technologies}},\n\tauthor       = {Maurer, Frank and Dellen, Barbara and Bendeck, Fawsy and Goldmann, Sigrid and Holz, Harald and K{\\"o}tting, Boris and Schaaf, Martin},\n\tyear         = 2000,\n\tjournal      = {IEEE Internet Computing},\n\tvolume       = 4,\n\tnumber       = 3,\n\tpages        = {65--74}\n}\n

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\n \n\n \n \n \n \n \n \n A Customization Approach for Structured Products in Electronic Shops.\n \n \n \n \n\n\n \n Stahl, A., Bergmann, R., & Schmitt, S.\n\n\n \n\n\n\n In in Proceedings of the Thirteenth Bled Electronic Commerce Conference, pages 252–264, 2000. \n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 8 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{stahl_customization_2000,\n\ttitle        = {A {Customization} {Approach} for {Structured} {Products} in {Electronic} {Shops}},\n\tauthor       = {Stahl, Armin and Bergmann, Ralph and Schmitt, Sascha},\n\tyear         = 2000,\n\tbooktitle    = {in {Proceedings} of the {Thirteenth} {Bled} {Electronic} {Commerce} {Conference}},\n\tpages        = {252--264},\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_bled.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Utilizing Constraint Satisfaction Approaches for IP Retrieval.\n \n \n \n \n\n\n \n Koegst, M., Schneider, J., Bergmann, R., & Vollrath, I.\n\n\n \n\n\n\n In 3rd Workshop on System Design Automation, Rathen, 2000. \n \n\n\n\n
\n\n\n\n \n \n $\"Utilizing$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{koegst_utilizing_2000,\n\ttitle        = {Utilizing {Constraint} {Satisfaction} {Approaches} for {IP} {Retrieval}},\n\tauthor       = {Koegst, M. and Schneider, J. and Bergmann, Ralph and Vollrath, Ivo},\n\tyear         = 2000,\n\tbooktitle    = {3rd {Workshop} on {System} {Design} {Automation}},\n\taddress      = {Rathen},\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_sda.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Object-Oriented Implementation of a DICOM-Network Client in SMALLTALK.\n \n \n \n \n\n\n \n Faber, K.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, Germany, 2000.\n \n\n\n\n
\n\n\n\n \n \n $\"Object-Oriented$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{faber_object-oriented_2000,\n\ttitle        = {Object-{Oriented} {Implementation} of a {DICOM}-{Network} {Client} in {SMALLTALK}},\n\tauthor       = {Faber, Kerstin},\n\tyear         = 2000,\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_PA_faber.ps},\n\ttype         = {Project {Thesis}},\n\tinstitution  = {University of Kaiserslautern, Germany}\n}\n

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\n \n\n \n \n \n \n \n \n Implementation of a Product Customization Module for CBR Systems in Electronic Commerce Environments.\n \n \n \n \n\n\n \n Schmitt, S., Maximini, R., Landeck, G., & Hohwiller, J.\n\n\n \n\n\n\n In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000. \n \n\n\n\n
\n\n\n\n \n \n $\"Implementation$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schmitt_implementation_2000,\n\ttitle        = {Implementation of a {Product} {Customization} {Module} for {CBR} {Systems} in {Electronic} {Commerce} {Environments}},\n\tauthor       = {Schmitt, Sascha and Maximini, Rainer and Landeck, Gerhard and Hohwiller, J{\\"o}rg},\n\tyear         = 2000,\n\tbooktitle    = {Case-{Based} {Reasoning}: {Papers} from the {Eighth} {German} {Workshop}. {L{\\"a}mmerbuckel}, {Germany}: {DaimlerChrysler} {Research} and {Technology}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_gwcbr.pdf},\n\teditor       = {G{\\"o}ker, Mehmet}\n}\n

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\n \n\n \n \n \n \n \n Similarity-based retrieval on top of relational databases.\n \n \n \n\n\n \n Schumacher, J., & Bergmann, R.\n\n\n \n\n\n\n In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schumacher_similarity-based_2000,\n\ttitle        = {Similarity-based retrieval on top of relational databases},\n\tauthor       = {Schumacher, J{\\"u}rgen and Bergmann, Ralph},\n\tyear         = 2000,\n\tbooktitle    = {Case-{Based} {Reasoning}: {Papers} from the {Eighth} {German} {Workshop}. {L{\\"a}mmerbuckel}, {Germany}: {DaimlerChrysler} {Research} and {Technology}},\n\teditor       = {G{\\"o}ker, Mehmet}\n}\n

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\n \n\n \n \n \n \n \n \n A Workflow Component for Knowledge Management in the Field of Radiological Examinations.\n \n \n \n \n\n\n \n Krechel, D., Faber, K., Reidenbach, D., Blasinger, K., Wangenheim, A. v., & Comunello, E.\n\n\n \n\n\n\n In Bildverarbeitung für die Medizin, pages 439–443, 2000. \n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{krechel_workflow_2000,\n\ttitle        = {A {Workflow} {Component} for {Knowledge} {Management} in the {Field} of {Radiological} {Examinations}},\n\tauthor       = {Krechel, Dirk and Faber, Kerstin and Reidenbach, Daniel and Blasinger, Klaus and Wangenheim, Aldo von and Comunello, Eros},\n\tyear         = 2000,\n\tbooktitle    = {Bildverarbeitung f{\\"u}r die {Medizin}},\n\tpages        = {439--443},\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_BVM_krechel.pdf}\n}\n

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\n \n\n \n \n \n \n \n Corporate Knowledge Editing with a Life Cycle Model.\n \n \n \n\n\n \n Minor, M., & Hanft, A.\n\n\n \n\n\n\n In Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, Ulm, March 2000. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_corporate_2000,\n\ttitle        = {Corporate {Knowledge} {Editing} with a {Life} {Cycle} {Model}},\n\tauthor       = {Minor, Mirjam and Hanft, Alexandre},\n\tyear         = 2000,\n\tmonth        = mar,\n\tbooktitle    = {Case-{Based} {Reasoning}: {Papers} from the {Eighth} {German} {Workshop}. {L{\\"a}mmerbuckel}, {Germany}: {DaimlerChrysler} {Research} and {Technology}},\n\taddress      = {Ulm}\n}\n

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\n \n\n \n \n \n \n \n Applying recursive CBR for the customization of structured products in an electronic shop.\n \n \n \n\n\n \n Stahl, A., & Bergmann, R.\n\n\n \n\n\n\n In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{stahl_applying_2000,\n\ttitle        = {Applying recursive {CBR} for the customization of structured products in an electronic shop},\n\tauthor       = {Stahl, Armin and Bergmann, Ralph},\n\tyear         = 2000,\n\tbooktitle    = {Case-{Based} {Reasoning}: {Papers} from the {Eighth} {German} {Workshop}. {L{\\"a}mmerbuckel}, {Germany}: {DaimlerChrysler} {Research} and {Technology}},\n\teditor       = {G{\\"o}ker, Mehmet}\n}\n

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\n \n\n \n \n \n \n \n The Life Cycle of Test Cases in a CBR System.\n \n \n \n\n\n \n Minor, M., & Hanft, A.\n\n\n \n\n\n\n In Blanzieri, E., & Portinale, L., editor(s), Advances in Case-Based Reasoning: 5th European Workshop, EWCBR 2000, of LNAI 1898, pages 455 –466, Berlin, 2000. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_life_2000,\n\ttitle        = {The {Life} {Cycle} of {Test} {Cases} in a {CBR} {System}},\n\tauthor       = {Minor, Mirjam and Hanft, Alexandre},\n\tyear         = 2000,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}: 5th {European} {Workshop}, {EWCBR} 2000},\n\tpublisher    = {Springer},\n\taddress      = {Berlin},\n\tseries       = {{LNAI} 1898},\n\tpages        = {455 --466},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Blanzieri, Enrico and Portinale, Luigi}\n}\n

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\n \n\n \n \n \n \n \n Proceedings of the ECAI'2000 Workshop on Flexible Strategies for Maintaining Knowledge Containers.\n \n \n \n\n\n \n Funk, P., Minor, M., Roth-Berghofer, T., & Wilson, D.,\n editors.\n \n\n\n \n\n\n\n Department of Computer Science of the Humboldt Universität zu Berlin, 2000.\n \n\n\n\n
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@book{funk_proceedings_2000,\n\ttitle        = {Proceedings of the {ECAI}'2000 {Workshop} on {Flexible} {Strategies} for {Maintaining} {Knowledge} {Containers}},\n\tyear         = 2000,\n\tpublisher    = {Department of Computer Science of the Humboldt Universit{\\"a}t zu Berlin},\n\teditor       = {Funk, Peter and Minor, Mirjam and Roth-Berghofer, Thomas and Wilson, David}\n}\n

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\n \n\n \n \n \n \n \n \n Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop.\n \n \n \n \n\n\n \n Stahl, A., & Bergmann, R.\n\n\n \n\n\n\n In Blanzieri, E., & Portinale, L., editor(s), Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings, volume 1898, of Lecture Notes in Computer Science, pages 297–308, 2000. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Applying$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{stahl_applying_2000-1,\n\ttitle        = {Applying {Recursive} {CBR} for the {Custumization} of {Structured} {Products} in an {Electronic} {Shop}},\n\tauthor       = {Stahl, Armin and Bergmann, Ralph},\n\tyear         = 2000,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 5th {European} {Workshop}, {EWCBR} 2000, {Trento}, {Italy}, {September} 6-9, 2000, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1898,\n\tpages        = {297--308},\n\tisbn         = {3-540-67933-2},\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_ewcbr_stahl_bergmann.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Blanzieri, Enrico and Portinale, Luigi}\n}\n

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\n \n\n \n \n \n \n \n \n An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases.\n \n \n \n \n\n\n \n Schumacher, J., & Bergmann, R.\n\n\n \n\n\n\n In Blanzieri, E., & Portinale, L., editor(s), Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings, volume 1898, of Lecture Notes in Computer Science, pages 273–284, 2000. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"An$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schumacher_efficient_2000,\n\ttitle        = {An {Efficient} {Approach} to {Similarity}-{Based} {Retrieval} on {Top} of {Relational} {Databases}},\n\tauthor       = {Schumacher, J{\\"u}rgen and Bergmann, Ralph},\n\tyear         = 2000,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 5th {European} {Workshop}, {EWCBR} 2000, {Trento}, {Italy}, {September} 6-9, 2000, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1898,\n\tpages        = {273--284},\n\tisbn         = {3-540-67933-2},\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_ewcbr_retrieval.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Blanzieri, Enrico and Portinale, Luigi}\n}\n

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\n \n\n \n \n \n \n \n \n A Product Customization Module Based on Adaptation Operators for CBR Systems in E-Commerce Environments.\n \n \n \n \n\n\n \n Schmitt, S., Maximini, R., Landeck, G., & Hohwiller, J.\n\n\n \n\n\n\n In Blanzieri, E., & Portinale, L., editor(s), Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings, volume 1898, of Lecture Notes in Computer Science, pages 504–516, 2000. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schmitt_product_2000,\n\ttitle        = {A {Product} {Customization} {Module} {Based} on {Adaptation} {Operators} for {CBR} {Systems} in {E}-{Commerce} {Environments}},\n\tauthor       = {Schmitt, Sascha and Maximini, Rainer and Landeck, Gerhard and Hohwiller, J{\\"o}rg},\n\tyear         = 2000,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 5th {European} {Workshop}, {EWCBR} 2000, {Trento}, {Italy}, {September} 6-9, 2000, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1898,\n\tpages        = {504--516},\n\tisbn         = {3-540-67933-2},\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_ewcbr.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Blanzieri, Enrico and Portinale, Luigi}\n}\n

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\n \n\n \n \n \n \n \n \n Towards an empirical evaluation of CBR approaches for product recommendeation in electronic shops.\n \n \n \n \n\n\n \n Weibelzahl, S., Bergmann, R., & Weber, G.\n\n\n \n\n\n\n In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000. \n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{weibelzahl_towards_2000,\n\ttitle        = {Towards an empirical evaluation of {CBR} approaches for product recommendeation in electronic shops},\n\tauthor       = {Weibelzahl, Stephan and Bergmann, Ralph and Weber, Gerhard},\n\tyear         = 2000,\n\tbooktitle    = {Case-{Based} {Reasoning}: {Papers} from the {Eighth} {German} {Workshop}. {L{\\"a}mmerbuckel}, {Germany}: {DaimlerChrysler} {Research} and {Technology}},\n\turl          = {http://www.wi2.uni-trier.de/publications/2000_gwcbr_weibelzahl_bergmann.pdf},\n\teditor       = {G{\\"o}ker, Mehmet}\n}\n

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\n \n 1999\n \n \n (15)\n \n \n

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\n \n\n \n \n \n \n \n \n Generalized cases and their application to electronic designs.\n \n \n \n \n\n\n \n Bergmann, R., Vollrath, I., & Wahlmann, T.\n\n\n \n\n\n\n In Melis, E., editor(s), 7th German Workshop on Case-Based Reasoning, 1999. \n \n\n\n\n
\n\n\n\n \n \n $\"Generalized$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_generalized_1999,\n\ttitle        = {Generalized cases and their application to electronic designs},\n\tauthor       = {Bergmann, Ralph and Vollrath, Ivo and Wahlmann, T.},\n\tyear         = 1999,\n\tbooktitle    = {7th {German} {Workshop} on {Case}-{Based} {Reasoning}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1999_GeneralizedCasesGWCBR.pdf},\n\teditor       = {Melis, E.}\n}\n

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\n \n\n \n \n \n \n \n \n Product customization in an electronic commerce environment using adaptation operators.\n \n \n \n \n\n\n \n Schmitt, S., & Bergmann, R.\n\n\n \n\n\n\n In Melis, E., editor(s), 7th German Workshop on Case-Based Reasoning, 1999. \n \n\n\n\n
\n\n\n\n \n \n $\"Product$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schmitt_product_1999,\n\ttitle        = {Product customization in an electronic commerce environment using adaptation operators},\n\tauthor       = {Schmitt, Sascha and Bergmann, Ralph},\n\tyear         = 1999,\n\tbooktitle    = {7th {German} {Workshop} on {Case}-{Based} {Reasoning}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1999_schmittbergmann99.pdf},\n\teditor       = {Melis, E.}\n}\n

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\n \n\n \n \n \n \n \n \n WebPlan: Dynamic planning for domain-specific search in the Internet.\n \n \n \n \n\n\n \n Hüllen, J., Bergmann, R., & Weberskirch, F.\n\n\n \n\n\n\n In Köhler, J., editor(s), 13. Workshop \"Planen und Konfigurieren\" (PuK-99), 1999. \n \n\n\n\n
\n\n\n\n \n \n $\"WebPlan:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{hullen_webplan:_1999,\n\ttitle        = {{WebPlan}: {Dynamic} planning for domain-specific search in the {Internet}},\n\tauthor       = {H{\\"u}llen, Jochem and Bergmann, Ralph and Weberskirch, Frank},\n\tyear         = 1999,\n\tbooktitle    = {13. {Workshop} "{Planen} und {Konfigurieren}" ({PuK}-99)},\n\turl          = {http://www.wi2.uni-trier.de/publications/1999_PuKPaper.pdf},\n\teditor       = {K{\\"o}hler, J.}\n}\n

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\n \n\n \n \n \n \n \n \n Applying case-based reasoning technology for product selection and customization in electronic commerce environments.\n \n \n \n \n\n\n \n Schmitt, S., & Bergmann, R.\n\n\n \n\n\n\n In 12th Bled Electronic Commerce Conference, 1999. \n \n\n\n\n
\n\n\n\n \n \n $\"Applying$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{schmitt_applying_1999,\n\ttitle        = {Applying case-based reasoning technology for product selection and customization in electronic commerce environments},\n\tauthor       = {Schmitt, Sascha and Bergmann, Ralph},\n\tyear         = 1999,\n\tbooktitle    = {12th {Bled} {Electronic} {Commerce} {Conference}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1999_PaperBled.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Developing Industrial Case-Based Reasoning Applications Using the INRECA Methodology.\n \n \n \n \n\n\n \n Bergmann, R., & Göker, M.\n\n\n \n\n\n\n In Anand, S., Aamodt, A., & Aha, D., editor(s), IJCAI-99 Workshop on the automatic construction of case-based reasoners, 1999. \n \n\n\n\n
\n\n\n\n \n \n $\"Developing$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_developing_1999,\n\ttitle        = {Developing {Industrial} {Case}-{Based} {Reasoning} {Applications} {Using} the {INRECA} {Methodology}},\n\tauthor       = {Bergmann, Ralph and G{\\"o}ker, Mehmet},\n\tyear         = 1999,\n\tbooktitle    = {{IJCAI}-99 {Workshop} on the automatic construction of case-based reasoners},\n\turl          = {http://www.wi2.uni-trier.de/publications/1999_ijcai.pdf},\n\teditor       = {Anand, S.S. and Aamodt, A. and Aha, D.}\n}\n

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\n \n\n \n \n \n \n \n Engineering Applications of Case-Based Reasoning, Special Issue of the International Journal \"Engineering Applications of Artificial Intelligence\".\n \n \n \n\n\n \n Bergmann, R.,\n editor.\n \n\n\n \n\n\n\n Volume 12 Elsevier, 1999.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_engineering_1999,\n\ttitle        = {Engineering {Applications} of {Case}-{Based} {Reasoning}, {Special} {Issue} of the {International} {Journal} "{Engineering} {Applications} of {Artificial} {Intelligence}"},\n\tyear         = 1999,\n\tpublisher    = {Elsevier},\n\tvolume       = 12,\n\tnumber       = 6,\n\teditor       = {Bergmann, Ralph}\n}\n

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\n \n\n \n \n \n \n \n Design of the intelligent sales architecture, WEBSELL Deliverables D3.1 & D4.1. WEBSELL Consortium.\n \n \n \n\n\n \n Bergmann, R., Breen, S., Cunningham, P., Dobal, R., Grohmann, H. -., McNaulty, P., Schmitt, S., Traphöner, R., Voltz, M., & Wolf, M.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 1999.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{bergmann_design_1999,\n\ttitle        = {Design of the intelligent sales architecture, {WEBSELL} {Deliverables} {D}3.1 \\& {D}4.1. {WEBSELL} {Consortium}},\n\tauthor       = {Bergmann, Ralph and Breen, Sean and Cunningham, P{\\'a}draig and Dobal, R. and Grohmann, H. -J and McNaulty, P. and Schmitt, Sascha and Traph{\\"o}ner, Ralph and Voltz, M. and Wolf, Max},\n\tyear         = 1999,\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n Managing Test Specifications with Case-Based Reasoning.\n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n In Melis, E., editor(s), 7th German Workshop on CBR, 1999. Universität Saarbrücken\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_managing_1999,\n\ttitle        = {Managing {Test} {Specifications} with {Case}-{Based} {Reasoning}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 1999,\n\tbooktitle    = {7th {German} {Workshop} on {CBR}},\n\tpublisher    = {Universit{\\"a}t Saarbr{\\"u}cken},\n\teditor       = {Melis, Erica}\n}\n

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\n \n\n \n \n \n \n \n Cases With a Life-Cycle.\n \n \n \n\n\n \n Minor, M., & Hanft, A.\n\n\n \n\n\n\n In Schmitt, S., & Vollrath, I., editor(s), Challenges for Case-Based Reasoning - Proceedings of the ICCBR'99 Workshops, 1999. Universität Kaiserslautern\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{minor_cases_1999,\n\ttitle        = {Cases {With} a {Life}-{Cycle}},\n\tauthor       = {Minor, Mirjam and Hanft, Alexandre},\n\tyear         = 1999,\n\tbooktitle    = {Challenges for {Case}-{Based} {Reasoning} - {Proceedings} of the {ICCBR}'99 {Workshops}},\n\tpublisher    = {Universit{\\"a}t Kaiserslautern},\n\teditor       = {Schmitt, Sascha and Vollrath, Ivo}\n}\n

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\n \n\n \n \n \n \n \n Semi-Automatic Knowledge Acquisition for Textual Case-Based Reasoning.\n \n \n \n\n\n \n Minor, M., & Hübner, A.\n\n\n \n\n\n\n In Feldman, R., & Hirsh, H., editor(s), IJCAI-99 Workshop Text Mining: Foundations, Techniques and Applications, 1999. Bar-Ilan University, Ramat-Gan, Israel\n \n\n\n\n
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@inproceedings{minor_semi-automatic_1999,\n\ttitle        = {Semi-{Automatic} {Knowledge} {Acquisition} for {Textual} {Case}-{Based} {Reasoning}},\n\tauthor       = {Minor, Mirjam and H{\\"u}bner, Andre},\n\tyear         = 1999,\n\tbooktitle    = {{IJCAI}-99 {Workshop} {Text} {Mining}: {Foundations}, {Techniques} and {Applications}},\n\tpublisher    = {Bar-Ilan University, Ramat-Gan, Israel},\n\teditor       = {Feldman, Ronan and Hirsh, Haym}\n}\n

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\n \n\n \n \n \n \n \n \n Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology.\n \n \n \n \n\n\n \n Bergmann, R., Breen, S., Göker, M., Manago, M., & Wess, S.\n\n\n \n\n\n\n Volume 1612 of Lecture Notes in Artificial IntelligenceSpringer, 1999.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Developing$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_developing_1999-1,\n\ttitle        = {Developing {Industrial} {Case}-{Based} {Reasoning} {Applications}: {The} {INRECA} {Methodology}.},\n\tauthor       = {Bergmann, Ralph and Breen, Sean and G{\\"o}ker, Mehmet and Manago, Michel and Wess, Stefan},\n\tyear         = 1999,\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 1612,\n\turl          = {http://www.springer.com/computer/ai/book/978-3-540-20737-5},\n\tnote         = {The original publication is available at www.springerlink.com}\n}\n

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\n \n\n \n \n \n \n \n Case-Based Reasoning Research and Development, Third International Conference on Case-Based Reasoning, ICCBR-99.\n \n \n \n\n\n \n Althoff, K., Bergmann, R., & Branting, K.,\n editors.\n \n\n\n \n\n\n\n Volume 1650 of Lecture Notes in Artificial IntelligenceSpringer, 1999.\n The original publication is available at www.springerlink.com\n\n\n\n
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@book{althoff_case-based_1999,\n\ttitle        = {Case-{Based} {Reasoning} {Research} and {Development}, {Third} {International} {Conference} on {Case}-{Based} {Reasoning}, {ICCBR}-99},\n\tyear         = 1999,\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 1650,\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Althoff, Klaus-Dieter and Bergmann, Ralph and Branting, Karl}\n}\n

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\n \n\n \n \n \n \n \n \n Generalized Cases: Representation and Steps Towards Efficient Similarity Assessment.\n \n \n \n \n\n\n \n Bergmann, R., & Vollrath, I.\n\n\n \n\n\n\n In Burgard, W., Christaller, T., & Cremers, A., editor(s), Proceedings of the 23rd Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence, volume 1701, of Lecture Notes in Artificial Intelligence, pages 195–206, 1999. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Generalized$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_generalized_1999-1,\n\ttitle        = {Generalized {Cases}: {Representation} and {Steps} {Towards} {Efficient} {Similarity} {Assessment}},\n\tauthor       = {Bergmann, Ralph and Vollrath, Ivo},\n\tyear         = 1999,\n\tbooktitle    = {Proceedings of the 23rd {Annual} {German} {Conference} on {Artificial} {Intelligence}: {Advances} in {Artificial} {Intelligence}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 1701,\n\tpages        = {195--206},\n\turl          = {http://www.wi2.uni-trier.de/publications/1999_ki.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Burgard, W. and Christaller, Th. and Cremers, A.B.}\n}\n

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\n \n\n \n \n \n \n \n \n IP Retrieval by solving constraint satisfaction problems.\n \n \n \n \n\n\n \n Koegst, M., Schneider, J., Bergmann, R., & Vollrath, I.\n\n\n \n\n\n\n In FDL '99, Second International Forum on Design Languages, 1999. \n \n\n\n\n
\n\n\n\n \n \n $\"IP$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{koegst_ip_1999,\n\ttitle        = {{IP} {Retrieval} by solving constraint satisfaction problems},\n\tauthor       = {Koegst, M. and Schneider, J. and Bergmann, Ralph and Vollrath, Ivo},\n\tyear         = 1999,\n\tbooktitle    = {{FDL} '99, {Second} {International} {Forum} on {Design} {Languages}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1999_Koegst_Lyon.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Preface to the special issue on Engineering Applications of Case-Based Reasoning.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n Engineering Applications of Artificial Intelligence, 12(6): 661–663. 1999.\n Elsevier\n\n\n\n
\n\n\n\n \n \n $\"Preface$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_preface_1999,\n\ttitle        = {Preface to the special issue on {Engineering} {Applications} of {Case}-{Based} {Reasoning}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1999,\n\tjournal      = {Engineering Applications of Artificial Intelligence},\n\tvolume       = 12,\n\tnumber       = 6,\n\tpages        = {661--663},\n\turl          = {http://www.wi2.uni-trier.de/publications/1999_Preface_EAAI.pdf},\n\tnote         = {Elsevier}\n}\n

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\n \n 1998\n \n \n (27)\n \n \n

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\n \n\n \n \n \n \n \n Coordinating Management Activities in Distributed Software Development Projects.\n \n \n \n\n\n \n Bendeck, F., Goldmann, S., Holz, H., & Kötting, B.\n\n\n \n\n\n\n In 7 th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises (WET ICE '98), pages 33–38, Stanford University, CA, June 1998. IEEE Computer Society Press\n \n\n\n\n
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@inproceedings{bendeck_coordinating_1998,\n\ttitle        = {Coordinating {Management} {Activities} in {Distributed} {Software} {Development} {Projects}},\n\tauthor       = {Bendeck, Fawsy and Goldmann, Sigrid and Holz, Harald and K{\\"o}tting, Boris},\n\tyear         = 1998,\n\tmonth        = jun,\n\tbooktitle    = {7 th {IEEE} {International} {Workshops} on {Enabling} {Technologies}: {Infrastructure} for {Collaborative} {Enterprises} ({WET} {ICE} '98)},\n\tpublisher    = {IEEE Computer Society Press},\n\taddress      = {Stanford University, CA},\n\tpages        = {33--38}\n}\n

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\n \n\n \n \n \n \n \n \n Efficient Retrieval of Abstract Cases for Case-Based Planning.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the Symposium on Abstraction, Reformulation and Approximation (SARA'98), pages 9–18, 1998. Rutgers University\n \n\n\n\n
\n\n\n\n \n \n $\"Efficient$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_efficient_1998,\n\ttitle        = {Efficient {Retrieval} of {Abstract} {Cases} for {Case}-{Based} {Planning}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1998,\n\tbooktitle    = {Proceedings of the {Symposium} on {Abstraction}, {Reformulation} and {Approximation} ({SARA}'98)},\n\tpublisher    = {Rutgers University},\n\tpages        = {9--18},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_sara_bergmann.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Negotiation During Intelligent Sales Support with Case-Based Reasoning.\n \n \n \n \n\n\n \n Wilke, W., Bergmann, R., & Wess, S.\n\n\n \n\n\n\n In Gierl, L., & Lenz, M., editor(s), Proceedings of the 6th German Workshop on Case-Based Reasoning (GWCBR'98), 1998. \n \n\n\n\n
\n\n\n\n \n \n $\"Negotiation$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{wilke_negotiation_1998,\n\ttitle        = {Negotiation {During} {Intelligent} {Sales} {Support} with {Case}-{Based} {Reasoning}},\n\tauthor       = {Wilke, Wolfgang and Bergmann, Ralph and Wess, Stefan},\n\tyear         = 1998,\n\tbooktitle    = {Proceedings of the 6th {German} {Workshop} on {Case}-{Based} {Reasoning} ({GWCBR}'98)},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_Negotiation_wilke_atall.pdf},\n\teditor       = {Gierl, Lothar and Lenz, Mario}\n}\n

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\n \n\n \n \n \n \n \n \n The INRECA-II Methodology for Building and Maintaining CBR Applications.\n \n \n \n \n\n\n \n Bergmann, R., Breen, S., Göker, M., Manago, M., Schmitt, S., Schumacher, J., Stahl, A., Tartarin, E., Wess, S., & Wilke, W.\n\n\n \n\n\n\n In Gierl, L., & Lenz, M., editor(s), Proceedings of the 6th German Workshop on Case-Based Reasoning (GWCBR'98), 1998. \n \n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_inreca-ii_1998,\n\ttitle        = {The {INRECA}-{II} {Methodology} for {Building} and {Maintaining} {CBR} {Applications}},\n\tauthor       = {Bergmann, Ralph and Breen, Sean and G{\\"o}ker, Mehmet and Manago, Michel and Schmitt, Sascha and Schumacher, J{\\"u}rgen and Stahl, Armin and Tartarin, Emmanuelle and Wess, Stefan and Wilke, Wolfgang},\n\tyear         = 1998,\n\tbooktitle    = {Proceedings of the 6th {German} {Workshop} on {Case}-{Based} {Reasoning} ({GWCBR}'98)},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_INRECA GWCBR.pdf},\n\teditor       = {Gierl, Lothar and Lenz, Mario}\n}\n

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\n \n\n \n \n \n \n \n \n Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In Prade, H., editor(s), 13th European Conference on Artificial Intelligence (ECAI'98), pages 53–57, 1998. John Wiley & Sons\n \n\n\n\n
\n\n\n\n \n \n $\"Towards$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_towards_1998,\n\ttitle        = {Towards a {New} {Formal} {Model} of {Transformational} {Adaptation} in {Case}-{Based} {Reasoning}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1998,\n\tbooktitle    = {13th {European} {Conference} on {Artificial} {Intelligence} ({ECAI}'98)},\n\tpublisher    = {John Wiley \\& Sons},\n\tpages        = {53--57},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_ecai.pdf},\n\teditor       = {Prade, Henry}\n}\n

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\n \n\n \n \n \n \n \n \n On the Use of Taxonomies for Representing Case Features and Local Similarity Measures.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Gierl, L., & Lenz, M., editor(s), Proceedings of the 6th German Workshop on Case-Based Reasoning (GWCBR'98), 1998. \n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_use_1998,\n\ttitle        = {On the {Use} of {Taxonomies} for {Representing} {Case} {Features} and {Local} {Similarity} {Measures}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1998,\n\tbooktitle    = {Proceedings of the 6th {German} {Workshop} on {Case}-{Based} {Reasoning} ({GWCBR}'98)},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_BergmannGwcbr.pdf},\n\teditor       = {Gierl, Lothar and Lenz, Mario}\n}\n

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\n \n\n \n \n \n \n \n \n Case-Based Reasoning for Medical Decision Support Tasks: The INRECA Approach.\n \n \n \n \n\n\n \n Althoff, K., Bergmann, R., Wess, S., Manago, M., Auriol, E., Larichev, O., Bolotov, A., Zhuravlev, Y. I, & Gurov, S. I\n\n\n \n\n\n\n Artificial Intelligence in Medicine Journal (AIMJ), 12(1): 25–41. 1998.\n \n\n\n\n
\n\n\n\n \n \n $\"Case-Based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{althoff_case-based_1998,\n\ttitle        = {Case-{Based} {Reasoning} for {Medical} {Decision} {Support} {Tasks}: {The} {INRECA} {Approach}},\n\tauthor       = {Althoff, Klaus-Dieter and Bergmann, Ralph and Wess, Stefan and Manago, Michel and Auriol, Eric and Larichev, O. and Bolotov, Alexander and Zhuravlev, Yurii I and Gurov, Serge I},\n\tyear         = 1998,\n\tjournal      = {Artificial Intelligence in Medicine Journal (AIMJ)},\n\tvolume       = 12,\n\tnumber       = 1,\n\tpages        = {25--41},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_AI_in_med.pdf}\n}\n

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\n \n\n \n \n \n \n \n CBR on Semi-structured Documents: The ExperienceBook and the FAllQ Project.\n \n \n \n\n\n \n Kunze, M., & Hübner, A.\n\n\n \n\n\n\n In Gierl, L., & Lenz, M., editor(s), 6th German Workshop on CBR, pages 77–85, Rostock, 1998. Universität Rostock\n IMIB Series Vol. 7\n\n\n\n
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@inproceedings{kunze_cbr_1998,\n\ttitle        = {{CBR} on {Semi}-structured {Documents}: {The} {ExperienceBook} and the {FAllQ} {Project}},\n\tauthor       = {Kunze, Mirjam and H{\\"u}bner, Andre},\n\tyear         = 1998,\n\tbooktitle    = {6th {German} {Workshop} on {CBR}},\n\tpublisher    = {Universit{\\"a}t Rostock},\n\taddress      = {Rostock},\n\tpages        = {77--85},\n\tnote         = {IMIB Series Vol. 7},\n\teditor       = {Gierl, Lothar and Lenz, Mario}\n}\n

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\n \n\n \n \n \n \n \n Specification of tools that support the methodology. INRECA-II Deliverable D7, INRECA Consortium.\n \n \n \n\n\n \n Manago, M., Bergmann, R., Stahl, A., & Wilke, W.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 1998.\n \n\n\n\n
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@techreport{manago_specification_1998,\n\ttitle        = {Specification of tools that support the methodology. {INRECA}-{II} {Deliverable} {D}7, {INRECA} {Consortium}},\n\tauthor       = {Manago, Michel and Bergmann, Ralph and Stahl, Armin and Wilke, Wolfgang},\n\tyear         = 1998,\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n Refined methodology for building and maintaining a CBR application. ESPRIT-Project INRECA-II, Deliverable D6, INRECA Consortium.\n \n \n \n\n\n \n Bergmann, R., Breen, S., Fayol, E., Göker, M., Johnston, R., Schmitt, S., Schumacher, J., Stahl, A., Traphöner, R., Wess, S., & Wilke, W.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 1998.\n \n\n\n\n
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@techreport{bergmann_refined_1998,\n\ttitle        = {Refined methodology for building and maintaining a {CBR} application. {ESPRIT}-{Project} {INRECA}-{II}, {Deliverable} {D}6, {INRECA} {Consortium}},\n\tauthor       = {Bergmann, Ralph and Breen, Sean and Fayol, E. and G{\\"o}ker, Mehmet and Johnston, Roy and Schmitt, Sascha and Schumacher, J{\\"u}rgen and Stahl, Armin and Traph{\\"o}ner, Ralph and Wess, Stefan and Wilke, Wolfgang},\n\tyear         = 1998,\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n Textual CBR.\n \n \n \n\n\n \n Lenz, M., Hübner, A., & Kunze, M.\n\n\n \n\n\n\n In Lenz, M., Bartsch-Spörl, B., Burkhard, H., & Wess, S., editor(s), Case-Based Reasoning Technology — From Foundations to Applications, of LNAI 1400, pages 115–137, Berlin, 1998. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
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@inproceedings{lenz_textual_1998,\n\ttitle        = {Textual {CBR}},\n\tauthor       = {Lenz, Mario and H{\\"u}bner, Andre and Kunze, Mirjam},\n\tyear         = 1998,\n\tbooktitle    = {Case-{Based} {Reasoning} {Technology} {\\textemdash} {From} {Foundations} to {Applications}},\n\tpublisher    = {Springer},\n\taddress      = {Berlin},\n\tseries       = {{LNAI} 1400},\n\tpages        = {115--137},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Lenz, Mario and Bartsch-Sp{\\"o}rl, Brigitte and Burkhard, Hans-Dieter and Wess, Stefan}\n}\n

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\n \n\n \n \n \n \n \n \n Techniques and knowledge used for adaptation during base-cased problem solving.\n \n \n \n \n\n\n \n Wilke, W., & Bergmann, R.\n\n\n \n\n\n\n In Pobil, A. P. D., Mira, J., & Ali, M., editor(s), Tasks and Methods in Applied Artificial Intelligence, 11th International Conference on Industrial and Engineering Applications of Artificial In telligence and Expert Systems, IEA/AIE-98, Castellón, Spain, June 1-4, 1998, Proceedings, Volume II, volume 1416, of Lecture Notes in Computer Science, pages 497–506, 1998. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Techniques$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{wilke_techniques_1998,\n\ttitle        = {Techniques and knowledge used for adaptation during base-cased problem solving},\n\tauthor       = {Wilke, Wolfgang and Bergmann, Ralph},\n\tyear         = 1998,\n\tbooktitle    = {Tasks and {Methods} in {Applied} {Artificial} {Intelligence}, 11th {International} {Conference} on {Industrial} and {Engineering} {Applications} of {Artificial} {In} telligence and {Expert} {Systems}, {IEA}/{AIE}-98, {Castell{\\'o}n}, {Spain}, {June} 1-4, 1998, {Proceedings}, {Volume} {II}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1416,\n\tpages        = {497--506},\n\tisbn         = {3-540-64574-8},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_wilketechniques.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Pobil, Angel P. Del and Mira, Jos{\\'e} and Ali, Moonis}\n}\n

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\n \n\n \n \n \n \n \n \n Intelligent Electronic Catalogs for Sales Support - Introducing Case-Based Reasoning Techniques to On-Line Product Selection Applications.\n \n \n \n \n\n\n \n Vollrath, I., Wilke, W., & Bergmann, R.\n\n\n \n\n\n\n In Roy, R., Furuhashi, T., & Chawddhry, P., editor(s), Proceedings of the 3rd World Conference on Soft Computing: Advances in Soft Computing - Engineering Design and Manufacturing, Springer, 1998. \n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Intelligent$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{vollrath_intelligent_1998,\n\ttitle        = {Intelligent {Electronic} {Catalogs} for {Sales} {Support} - {Introducing} {Case}-{Based} {Reasoning} {Techniques} to {On}-{Line} {Product} {Selection} {Applications}},\n\tauthor       = {Vollrath, Ivo and Wilke, Wolfgang and Bergmann, Ralph},\n\tyear         = 1998,\n\tbooktitle    = {Proceedings of the 3rd {World} {Conference} on {Soft} {Computing}: {Advances} in {Soft} {Computing} - {Engineering} {Design} and {Manufacturing}},\n\taddress      = {Springer},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_Catalogs.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Roy, R. and Furuhashi, T. and Chawddhry, P.K.}\n}\n

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\n \n\n \n \n \n \n \n Question Answering with Textual CBR.\n \n \n \n\n\n \n Lenz, M., Hübner, A., & Kunze, M.\n\n\n \n\n\n\n In Andreasen, T., Christiansen, H., & Larsen, H. L., editor(s), Flexible Query Answering Systems, of LNAI 1495, pages 236–247, Berlin, 1998. Springer-Verlag\n The original publication is available at www.springerlink.com\n\n\n\n
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@inproceedings{lenz_question_1998,\n\ttitle        = {Question {Answering} with {Textual} {CBR}},\n\tauthor       = {Lenz, Mario and H{\\"u}bner, Andre and Kunze, Mirjam},\n\tyear         = 1998,\n\tbooktitle    = {Flexible {Query} {Answering} {Systems}},\n\tpublisher    = {Springer-Verlag},\n\taddress      = {Berlin},\n\tseries       = {{LNAI} 1495},\n\tpages        = {236--247},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Andreasen, Troels and Christiansen, Henning and Larsen, Henrik Legind}\n}\n

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\n \n\n \n \n \n \n \n \n The Development of HOMER: A Case-Based CAD/CAM Help-Desk Support Tool.\n \n \n \n \n\n\n \n Göker, M. H., Roth-Berghofer, T., Bergmann, R., Pantleon, T., Traphöner, R., Wess, S., & Wilke, W.\n\n\n \n\n\n\n In Smyth, B., & Cunningham, P., editor(s), Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings, volume 1488, of Lecture Notes in Computer Science, pages 346–357, 1998. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"The$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{goker_development_1998,\n\ttitle        = {The {Development} of {HOMER}: {A} {Case}-{Based} {CAD}/{CAM} {Help}-{Desk} {Support} {Tool}},\n\tauthor       = {G{\\"o}ker, Mehmet H. and Roth-Berghofer, Thomas and Bergmann, Ralph and Pantleon, Thomas and Traph{\\"o}ner, Ralph and Wess, Stefan and Wilke, Wolfgang},\n\tyear         = 1998,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 4th {European} {Workshop}, {EWCBR}-98, {Dublin}, {Ireland}, {September} 1998, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1488,\n\tpages        = {346--357},\n\tisbn         = {3-540-64990-5},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_homer_ewcbr.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Smyth, Barry and Cunningham, Padraig}\n}\n

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\n \n\n \n \n \n \n \n \n Similarity Measures for Object-Oriented Case Representations.\n \n \n \n \n\n\n \n Bergmann, R., & Stahl, A.\n\n\n \n\n\n\n In Smyth, B., & Cunningham, P., editor(s), Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings, volume 1488, of Lecture Notes in Computer Science, pages 25–36, 1998. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Similarity$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_similarity_1998,\n\ttitle        = {Similarity {Measures} for {Object}-{Oriented} {Case} {Representations}},\n\tauthor       = {Bergmann, Ralph and Stahl, Armin},\n\tyear         = 1998,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 4th {European} {Workshop}, {EWCBR}-98, {Dublin}, {Ireland}, {September} 1998, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1488,\n\tpages        = {25--36},\n\tisbn         = {3-540-64990-5},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_EWCBR98_similarity_CRC.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Smyth, Barry and Cunningham, Padraig}\n}\n

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\n \n\n \n \n \n \n \n \n Collecting Experience on the Systematic Development of CBR Applications Using the INRECA Methodology.\n \n \n \n \n\n\n \n Bergmann, R., Breen, S., Fayol, E., Göker, M. H., Manago, M., Schmitt, S., Schumacher, J., Stahl, A., Wess, S., & Wilke, W.\n\n\n \n\n\n\n In Smyth, B., & Cunningham, P., editor(s), Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings, volume 1488, of Lecture Notes in Computer Science, pages 460–470, 1998. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Collecting$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_collecting_1998,\n\ttitle        = {Collecting {Experience} on the {Systematic} {Development} of {CBR} {Applications} {Using} the {INRECA} {Methodology}},\n\tauthor       = {Bergmann, Ralph and Breen, Sean and Fayol, Emmanuelle and G{\\"o}ker, Mehmet H. and Manago, Michel and Schmitt, Sascha and Schumacher, J{\\"u}rgen and Stahl, Armin and Wess, Stefan and Wilke, Wolfgang},\n\tyear         = 1998,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, 4th {European} {Workshop}, {EWCBR}-98, {Dublin}, {Ireland}, {September} 1998, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1488,\n\tpages        = {460--470},\n\tisbn         = {3-540-64990-5},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_bergmann_ewcbr_collecting.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Smyth, Barry and Cunningham, Padraig}\n}\n

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\n \n\n \n \n \n \n \n Das ExperienceBook - Dokumentation eines fallbasierten Systems zur Unterstützung der Systemadministration.\n \n \n \n\n\n \n Kunze, M.\n\n\n \n\n\n\n Technical Report Diplomarbeit, Humboldt-Universität zu Berlin, 1998.\n \n\n\n\n
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@techreport{kunze_experiencebook_1998,\n\ttitle        = {Das {ExperienceBook} - {Dokumentation} eines fallbasierten {Systems} zur {Unterst{\\"u}tzung} der {Systemadministration}},\n\tauthor       = {Kunze, Mirjam},\n\tyear         = 1998,\n\tinstitution  = {Diplomarbeit, Humboldt-Universit{\\"a}t zu Berlin}\n}\n

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\n \n\n \n \n \n \n \n Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning.\n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In Proceedings of the 6th German Workshop on Case-Based Reasoning (GWCBR'98), 1998. \n \n\n\n\n
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@inproceedings{bergmann_towards_1998-1,\n\ttitle        = {Towards a {New} {Formal} {Model} of {Transformational} {Adaptation} in {Case}-{Based} {Reasoning}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1998,\n\tbooktitle    = {Proceedings of the 6th {German} {Workshop} on {Case}-{Based} {Reasoning} ({GWCBR}'98)}\n}\n

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\n \n\n \n \n \n \n \n Managing Test Specifications with Case-Based Reasoning.\n \n \n \n\n\n \n Minor, M.\n\n\n \n\n\n\n In Burkhard, H., Czaja, L., & Starke, P., editor(s), Proceedings of the Workshop on Concurrency, Specification and Programming (CS&P-98), Berlin, 1998. Humboldt-Universität zu Berlin\n \n\n\n\n
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@inproceedings{minor_managing_1998,\n\ttitle        = {Managing {Test} {Specifications} with {Case}-{Based} {Reasoning}},\n\tauthor       = {Minor, Mirjam},\n\tyear         = 1998,\n\tbooktitle    = {Proceedings of the {Workshop} on {Concurrency}, {Specification} and {Programming} ({CS}\\&{P}-98)},\n\tpublisher    = {Humboldt-Universit{\\"a}t zu Berlin},\n\taddress      = {Berlin},\n\teditor       = {Burkhard, Hans-Dieter and Czaja, Ludwik and Starke, Peter}\n}\n

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\n \n\n \n \n \n \n \n \n Case-based reasoning support for online catalog sales.\n \n \n \n \n\n\n \n Vollrath, I., Wilke, W., & Bergmann, R.\n\n\n \n\n\n\n Internet Computing, IEEE, 2(4): 47 –54. August 1998.\n \n\n\n\n
\n\n\n\n \n \n $\"Case-based$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@article{vollrath_case-based_1998,\n\ttitle        = {Case-based reasoning support for online catalog sales},\n\tauthor       = {Vollrath, I. and Wilke, W. and Bergmann, R.},\n\tyear         = 1998,\n\tmonth        = aug,\n\tjournal      = {Internet Computing, IEEE},\n\tvolume       = 2,\n\tnumber       = 4,\n\tpages        = {47 --54},\n\tdoi          = {10.1109/4236.707690},\n\tissn         = {1089-7801},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_w4voll.pdf},\n\tkeywords     = {based, catalog, catalogs;electronic, commerce;information, data, Internet;case-based, knowledge;electronic, measures;Internet;case-based, processing;, reasoning;databases;domain-specific, reasoning;knowledge, retrieval;intelligent, sales, sales;problem, solving;similarity, support;online, systems;marketing}\n}\n

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\n \n\n \n \n \n \n \n \n Proposal for a planning approach for information seeking.\n \n \n \n \n\n\n \n Carranza, C., Munoz-Avila, H., Weberskirch, F., & Bergmann, R.\n\n\n \n\n\n\n In Bergmann, R., & Kott, A., editor(s), AIPS'98 Workshop on Integrating Planning, Scheduling and Execution in Dynamic and Uncertain Environments, volume 98, 1998. AAAI Press\n \n\n\n\n
\n\n\n\n \n \n $\"Proposal$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{carranza_proposal_1998,\n\ttitle        = {Proposal for a planning approach for information seeking},\n\tauthor       = {Carranza, C. and Munoz-Avila, H. and Weberskirch, F. and Bergmann, R.},\n\tyear         = 1998,\n\tbooktitle    = {{AIPS}'98 {Workshop} on {Integrating} {Planning}, {Scheduling} and {Execution} in {Dynamic} and {Uncertain} {Environments}},\n\tpublisher    = {AAAI Press},\n\tvolume       = 98,\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_Carranza_etal.pdf},\n\teditor       = {Bergmann, Ralph and Kott, Alexander}\n}\n

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\n \n\n \n \n \n \n \n \n Are your READee for IPs?.\n \n \n \n \n\n\n \n Oehler, P., Vollrath, I., Conradi, P., & Bergmann, R.\n\n\n \n\n\n\n In Kunzmann, A., & Seepold, R., editor(s), Second GI/ITG/GMM Workshop \"Reuse Techniques for VLSI Design, of FZI-Report, 1998. Universität Karlsruhe\n \n\n\n\n
\n\n\n\n \n \n $\"Are$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{oehler_are_1998,\n\ttitle        = {Are your {READee} for {IPs}?},\n\tauthor       = {Oehler, Peter and Vollrath, Ivo and Conradi, Peter and Bergmann, Ralph},\n\tyear         = 1998,\n\tbooktitle    = {Second {GI}/{ITG}/{GMM} {Workshop} "{Reuse} {Techniques} for {VLSI} {Design}},\n\tpublisher    = {Universit{\\"a}t Karlsruhe},\n\tseries       = {{FZI}-{Report}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_Readee.pdf},\n\teditor       = {Kunzmann, A. and Seepold, R.}\n}\n

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\n \n\n \n \n \n \n \n \n Integrating Planning, Scheduling and Execution in Dynamic and Uncertain Environments.\n \n \n \n \n\n\n \n Bergmann, R., & Kott, W.,\n editors.\n \n\n\n \n\n\n\n AAAI Technical Report WS-98-02, AAAI Press, 1998.\n \n\n\n\n
\n\n\n\n \n \n $\"Integrating$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_integrating_1998,\n\ttitle        = {Integrating {Planning}, {Scheduling} and {Execution} in {Dynamic} and {Uncertain} {Environments}},\n\tyear         = 1998,\n\tpublisher    = {AAAI Technical Report WS-98-02, AAAI Press},\n\turl          = {http://www.aaai.org/Library/Workshops/ws98-02.php},\n\teditor       = {Bergmann, Ralph and Kott, W.}\n}\n

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\n \n\n \n \n \n \n \n \n READee - Decision Support for IP Selection using a Knowledge-Based Approach.\n \n \n \n \n\n\n \n Oehler, P., Vollrath, I., Conradi, P., Bergmann, R., & Wahlmann, T.\n\n\n \n\n\n\n In In IP98 Europe Proceedings, 1998. Miller Freeman\n \n\n\n\n
\n\n\n\n \n \n $\"READee$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{oehler_readee_1998,\n\ttitle        = {{READee} - {Decision} {Support} for {IP} {Selection} using a {Knowledge}-{Based} {Approach}},\n\tauthor       = {Oehler, Peter and Vollrath, Ivo and Conradi, Peter and Bergmann, Ralph and Wahlmann, Thomas},\n\tyear         = 1998,\n\tbooktitle    = {In {IP}98 {Europe} {Proceedings}},\n\tpublisher    = {Miller Freeman},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_IP98.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Case-based reasoning applied to planning tasks.\n \n \n \n \n\n\n \n Bergmann, R., Munoz-Avila, H., Veloso, M., & Melis, E.\n\n\n \n\n\n\n In Lenz, M., Bartsch-Spörl, B., Burkhard, H. -., & Wess, S., editor(s), Case-Based Reasoning Technology from Foundations to Applications, of Lecture Notes in Artificial Intelligence, pages 169–199. Springer, 1998.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Case-based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

\n

@incollection{bergmann_case-based_1998,\n\ttitle        = {Case-based reasoning applied to planning tasks},\n\tauthor       = {Bergmann, Ralph and Munoz-Avila, Hector and Veloso, M. and Melis, E.},\n\tyear         = 1998,\n\tbooktitle    = {Case-{Based} {Reasoning} {Technology} from {Foundations} to {Applications}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tnumber       = 1400,\n\tpages        = {169--199},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_CBRBuch_Chapter7.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Lenz, Mario and Bartsch-Sp{\\"o}rl, Brigitte and Burkhard, H. -D and Wess, Stefan}\n}\n

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\n \n\n \n \n \n \n \n \n Case-based reasoning applied to planning tasks.\n \n \n \n \n\n\n \n Bergmann, R., & Althoff, K.\n\n\n \n\n\n\n In Lenz, M., Bartsch-Spörl, B., Burkhard, H. -., & Wess, S., editor(s), Case-Based Reasoning Technology from Foundations to Applications, of Lecture Notes in Artificial Intelligence, pages 299–326. Springer, 1998.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Case-based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{bergmann_case-based_1998-1,\n\ttitle        = {Case-based reasoning applied to planning tasks},\n\tauthor       = {Bergmann, Ralph and Althoff, Klaus-Dieter},\n\tyear         = 1998,\n\tbooktitle    = {Case-{Based} {Reasoning} {Technology} from {Foundations} to {Applications}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tnumber       = 1400,\n\tpages        = {299--326},\n\turl          = {http://www.wi2.uni-trier.de/publications/1998_CBRBuch_Chapter7.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Lenz, Mario and Bartsch-Sp{\\"o}rl, Brigitte and Burkhard, H. -D and Wess, Stefan}\n}\n

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\n \n 1997\n \n \n (4)\n \n \n

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\n \n\n \n \n \n \n \n \n A framework for learning adaptation knowledge based on knowledge light approaches.\n \n \n \n \n\n\n \n Wilke, W., Vollrath, I., Althoff, K. D, & Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the Fifth German Workshop on Case-Based Reasoning, pages 235–242, 1997. \n \n\n\n\n
\n\n\n\n \n \n $\"A$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{wilke_framework_1997,\n\ttitle        = {A framework for learning adaptation knowledge based on knowledge light approaches},\n\tauthor       = {Wilke, W. and Vollrath, I. and Althoff, K. D and Bergmann, R.},\n\tyear         = 1997,\n\tbooktitle    = {Proceedings of the {Fifth} {German} {Workshop} on {Case}-{Based} {Reasoning}},\n\tpages        = {235--242},\n\turl          = {http://www.wi2.uni-trier.de/publications/1997_GWCBR_WilkeEtAl.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Ingredients for Developing a Case-Based Reasoning Methodology.\n \n \n \n \n\n\n \n Bergmann, R., Wilke, W., Althoff, K., Breen, S., & Johnston, R.\n\n\n \n\n\n\n In Proceedings of the Fifth German Workshop on Case-Based Reasoning, pages 49–58, 1997. Universität Kaiserslautern\n \n\n\n\n
\n\n\n\n \n \n $\"Ingredients$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_ingredients_1997,\n\ttitle        = {Ingredients for {Developing} a {Case}-{Based} {Reasoning} {Methodology}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang and Althoff, Klaus-Dieter and Breen, Sean and Johnston, Roy},\n\tyear         = 1997,\n\tbooktitle    = {Proceedings of the {Fifth} {German} {Workshop} on {Case}-{Based} {Reasoning}},\n\tpublisher    = {Universit{\\"a}t Kaiserslautern},\n\tpages        = {49--58},\n\turl          = {http://www.wi2.uni-trier.de/publications/1997_INRECA GWCBR.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Using Knowledge Containers to Model a Framework for Learning Adaptation Knowledge.\n \n \n \n \n\n\n \n Wilke, W., Vollrath, I., & Bergmann, R.\n\n\n \n\n\n\n In Wettschereck, D., & Aha, D. W., editor(s), European Conference on Machine Learning. MLNet Workshop Notes - Case-Based Learning: Beyond Classification of Feature Vectors, pages 68–75, Naval Research Laboratory, Washington, D. C., USA, 1997. Navy Center for Applied Research in Artificial Intelligence\n \n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{wilke_using_1997,\n\ttitle        = {Using {Knowledge} {Containers} to {Model} a {Framework} for {Learning} {Adaptation} {Knowledge}},\n\tauthor       = {Wilke, Wolfgang and Vollrath, Ivo and Bergmann, Ralph},\n\tyear         = 1997,\n\tbooktitle    = {European {Conference} on {Machine} {Learning}. {MLNet} {Workshop} {Notes} - {Case}-{Based} {Learning}: {Beyond} {Classification} of {Feature} {Vectors}},\n\tpublisher    = {Navy Center for Applied Research in Artificial Intelligence},\n\taddress      = {Naval Research Laboratory, Washington, D. C., USA},\n\tpages        = {68--75},\n\turl          = {http://www.wi2.uni-trier.de/publications/1997_WilkeVollrathBergmannECML.pdf},\n\tabstract     = {In this paper, we present a framework for learning adaptation knowledge which we call knowledge light approaches for case-based reasoning (CBR) systems. Knowledge light means that these approaches use already acquired knowledge inside the CBR system. Therefore, we describe the sources of knowledge inside a CBR system along the different knowledge containers. After that we present our framework in terms of these knowledge containers. Further, we apply our framework in a case study to one knowledge light approach for learning adaptation knowledge. After that we point on some issues which should be addressed during the design or the use of such algorithms for learning adaptation knowledge. From our point of view many of these issues should be the topic of further research. Finally, we close with a short discussion and an outlook to further work.},\n\teditor       = {Wettschereck, Dietrich and Aha, David W.},\n\tkeywords     = {Adaptation, CBR, Container, Knowledge}\n}\n

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\n \n\n \n \n \n \n \n \n Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basis Approach and Case Study.\n \n \n \n \n\n\n \n Bergmann, R., Wilke, W., & Schumacher, J.\n\n\n \n\n\n\n In Leake, D. B., & Plaza, E., editor(s), Case-Based Reasoning Research and Development, Second International Conference, ICCBR-97, Providence, Rhode Island, USA, July 25-27, 1997, Proceedings, volume 1266, of Lecture Notes in Artificial Intelligence, pages 509–518, 1997. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_using_1997,\n\ttitle        = {Using {Software} {Process} {Modeling} for {Building} a {Case}-{Based} {Reasoning} {Methodology}: {Basis} {Approach} and {Case} {Study}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang and Schumacher, J{\\"u}rgen},\n\tyear         = 1997,\n\tbooktitle    = {Case-{Based} {Reasoning} {Research} and {Development}, {Second} {International} {Conference}, {ICCBR}-97, {Providence}, {Rhode} {Island}, {USA}, {July} 25-27, 1997, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 1266,\n\tpages        = {509--518},\n\tisbn         = {3-540-63233-6},\n\turl          = {http://www.wi2.uni-trier.de/publications/1997_BergmannIccbr.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Leake, David B. and Plaza, Enric}\n}\n

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\n \n 1996\n \n \n (11)\n \n \n

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\n \n\n \n \n \n \n \n \n Integrating General Knowledge with Object-Oriented Case Representation and Reasoning.\n \n \n \n \n\n\n \n Bergmann, R., Wilke, W., Vollrath, I., & Wess, S.\n\n\n \n\n\n\n In Burkhard, H., & Wess, S., editor(s), 4th German Workshop: Case-Based Reasoning - System Development and Evaluation, pages 120–126, Informatik-Berichte Nr. 55, 1996. Humboldt-Universität Berlin\n \n\n\n\n
\n\n\n\n \n \n $\"Integrating$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_integrating_1996,\n\ttitle        = {Integrating {General} {Knowledge} with {Object}-{Oriented} {Case} {Representation} and {Reasoning}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang and Vollrath, Ivo and Wess, Stefan},\n\tyear         = 1996,\n\tbooktitle    = {4th {German} {Workshop}: {Case}-{Based} {Reasoning} - {System} {Development} and {Evaluation}},\n\tpublisher    = {Humboldt-Universit{\\"a}t Berlin},\n\taddress      = {Informatik-Berichte Nr. 55},\n\tpages        = {120--126},\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_FGCBR.pdf},\n\teditor       = {Burkhard, Hans-Dieter and Wess, Stefan}\n}\n

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\n \n\n \n \n \n \n \n \n Fallbasiertes Schließen zur Kreditwürdigkeitsprüfung.\n \n \n \n \n\n\n \n Wilke, W., Bergmann, R., & Althoff, K.\n\n\n \n\n\n\n KI - Künstliche Intelligenz. March 1996.\n \n\n\n\n
\n\n\n\n \n \n $\"Fallbasiertes$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 5 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{wilke_fallbasiertes_1996,\n\ttitle        = {Fallbasiertes {Schlie{\\ss}en} zur {Kreditw{\\"u}rdigkeitspr{\\"u}fung}},\n\tauthor       = {Wilke, Wolfgang and Bergmann, Ralph and Althoff, Klaus-Dieter},\n\tyear         = 1996,\n\tmonth        = mar,\n\tjournal      = {KI - K{\\"u}nstliche Intelligenz},\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_KI_WilkeBergmann.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Workflow Management - Transaktionale Workflows.\n \n \n \n \n\n\n \n Faber, K.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 1996.\n \n\n\n\n
\n\n\n\n \n \n $\"Workflow$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{faber_workflow_1996,\n\ttitle        = {Workflow {Management} - {Transaktionale} {Workflows}},\n\tauthor       = {Faber, Kerstin},\n\tyear         = 1996,\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_Seminar_faber.ps},\n\ttype         = {Seminar},\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n \n PARIS: Flexible plan adaptation by abstraction and refinement.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In ECAI 1996 Workshop on Adaptation in Case-Based Reasoning, 1996. \n \n\n\n\n
\n\n\n\n \n \n $\"PARIS:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_paris:_1996,\n\ttitle        = {{PARIS}: {Flexible} plan adaptation by abstraction and refinement},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1996,\n\tbooktitle    = {{ECAI} 1996 {Workshop} on {Adaptation} in {Case}-{Based} {Reasoning}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_BergmannWilkeECAI.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Effizientes Problemlösen durch flexible Wiederverwendung von Fällen auf verschiedenen Abstraktionsebenen.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n of DISKIInfix, 1996.\n ISBN 3-89601-138-3\n\n\n\n
\n\n\n\n \n \n $\"Effizientes$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@book{bergmann_effizientes_1996,\n\ttitle        = {Effizientes {Probleml{\\"o}sen} durch flexible {Wiederverwendung} von {F{\\"a}llen} auf verschiedenen {Abstraktionsebenen}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1996,\n\tpublisher    = {Infix},\n\tseries       = {{DISKI}},\n\tnumber       = 138,\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_DissBergmann.pdf},\n\tnote         = {ISBN 3-89601-138-3}\n}\n

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\n \n\n \n \n \n \n \n \n General-Purpose Case-based planning: Applications, methods and systems.\n \n \n \n \n\n\n \n Veloso, M., Munoz-Avila, H., & Bergmann, R.\n\n\n \n\n\n\n AI Communications, 9(3): 128–137. 1996.\n \n\n\n\n
\n\n\n\n \n \n $\"General-Purpose$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{veloso_general-purpose_1996,\n\ttitle        = {General-{Purpose} {Case}-based planning: {Applications}, methods and systems},\n\tauthor       = {Veloso, Manuela and Munoz-Avila, Hector and Bergmann, Ralph},\n\tyear         = 1996,\n\tjournal      = {AI Communications},\n\tvolume       = 9,\n\tnumber       = 3,\n\tpages        = {128--137},\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_Planning_AICOM.pdf}\n}\n

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\n \n\n \n \n \n \n \n Incremental Adaptation with the INRECA-System.\n \n \n \n\n\n \n Wilke, W., & Bergmann, R.\n\n\n \n\n\n\n In ECAI 1996 Workshop on Adaptation in Case-Based Reasoning, 1996. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{wilke_incremental_1996,\n\ttitle        = {Incremental {Adaptation} with the {INRECA}-{System}},\n\tauthor       = {Wilke, Wolfgang and Bergmann, Ralph},\n\tyear         = 1996,\n\tbooktitle    = {{ECAI} 1996 {Workshop} on {Adaptation} in {Case}-{Based} {Reasoning}}\n}\n

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\n \n\n \n \n \n \n \n \n Fallbasiertes Planen: Ausgewählte Methoden und Systeme.\n \n \n \n \n\n\n \n Bergmann, R., Munoz-Avila, H., & Veloso, M.\n\n\n \n\n\n\n KI - Künstliche Intelligenz,22–28. January 1996.\n \n\n\n\n
\n\n\n\n \n \n $\"Fallbasiertes$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_fallbasiertes_1996,\n\ttitle        = {Fallbasiertes {Planen}: {Ausgew{\\"a}hlte} {Methoden} und {Systeme}},\n\tauthor       = {Bergmann, Ralph and Munoz-Avila, Hector and Veloso, M.},\n\tyear         = 1996,\n\tmonth        = jan,\n\tjournal      = {KI - K{\\"u}nstliche Intelligenz},\n\tpages        = {22--28},\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_ki-1-96 bergmann.pdf}\n}\n

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\n\n\n

\n \n\n \n \n \n \n \n \n Considering Decision Cost During Learning of Feature Weights.\n \n \n \n \n\n\n \n Wilke, W., & Bergmann, R.\n\n\n \n\n\n\n In Smith, I. F. C., & Faltings, B., editor(s), Advances in Case-Based Reasoning, Third European Workshop, EWCBR-96, Lausanne, Switzerland, November 14-16, 1996, Proceedings, volume 1168, of Lecture Notes in Computer Science, pages 460–472, 1996. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"Considering$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n\n\n\n

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@inproceedings{wilke_considering_1996,\n\ttitle        = {Considering {Decision} {Cost} {During} {Learning} of {Feature} {Weights}.},\n\tauthor       = {Wilke, Wolfgang and Bergmann, Ralph},\n\tyear         = 1996,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, {Third} {European} {Workshop}, {EWCBR}-96, {Lausanne}, {Switzerland}, {November} 14-16, 1996, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1168,\n\tpages        = {460--472},\n\tisbn         = {3-540-61955-0},\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_WilkeBergmannEWCBR.pdf},\n\teditor       = {Smith, Ian F. C. and Faltings, Boi},\n\tkeywords     = {dblp}\n}\n

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\n \n\n \n \n \n \n \n \n On the Role of Abstraction in Case-Based Reasoning.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In Smith, I. F. C., & Faltings, B., editor(s), Advances in Case-Based Reasoning, Third European Workshop, EWCBR-96, Lausanne, Switzerland, November 14-16, 1996, Proceedings, volume 1168, of Lecture Notes in Computer Science, pages 28–43, 1996. Springer\n \n\n\n\n
\n\n\n\n \n \n $\"On$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n\n\n\n

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@inproceedings{bergmann_role_1996,\n\ttitle        = {On the {Role} of {Abstraction} in {Case}-{Based} {Reasoning}.},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1996,\n\tbooktitle    = {Advances in {Case}-{Based} {Reasoning}, {Third} {European} {Workshop}, {EWCBR}-96, {Lausanne}, {Switzerland}, {November} 14-16, 1996, {Proceedings}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Computer} {Science}},\n\tvolume       = 1168,\n\tpages        = {28--43},\n\tisbn         = {3-540-61955-0},\n\turl          = {http://www.wi2.uni-trier.de/publications/1996_BergmannWilkeEWCBR.pdf},\n\teditor       = {Smith, Ian F. C. and Faltings, Boi},\n\tkeywords     = {dblp}\n}\n

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\n \n\n \n \n \n \n \n Intelligente Suche im Internet mit Lernenden Systemen, Technical Report LSA-96-07.\n \n \n \n\n\n \n Bergmann, R., & Denzinger, J.,\n editors.\n \n\n\n \n\n\n\n Zentrum für Lernende Systeme und Anwendungen, University of Kaiserslautern, 1996.\n \n\n\n\n
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@book{bergmann_intelligente_1996,\n\ttitle        = {Intelligente {Suche} im {Internet} mit {Lernenden} {Systemen}, {Technical} {Report} {LSA}-96-07},\n\tyear         = 1996,\n\tpublisher    = {Zentrum f{\\"u}r Lernende Systeme und Anwendungen, University of Kaiserslautern},\n\teditor       = {Bergmann, Ralph and Denzinger, J{\\"o}rg}\n}\n

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\n \n 1995\n \n \n (8)\n \n \n

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\n \n\n \n \n \n \n \n \n Building and refining abstract planning cases by change of representation language.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n Journal of AI Research,53–118. 1995.\n \n\n\n\n
\n\n\n\n \n \n $\"Building$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@article{bergmann_building_1995,\n\ttitle        = {Building and refining abstract planning cases by change of representation language},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1995,\n\tjournal      = {Journal of AI Research},\n\tpages        = {53--118},\n\turl          = {http://www.wi2.uni-trier.de/publications/1995_BergmannWilkeJAIR.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Flexible Reuse of Plans by Abstraction and Refinement.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In Beiträge zum 7. Fachgruppentreffen \\quotedblbaseMaschinelles Lernen, 1995. \n \n\n\n\n
\n\n\n\n \n \n $\"Flexible$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_flexible_1995,\n\ttitle        = {Flexible {Reuse} of {Plans} by {Abstraction} and {Refinement}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1995,\n\tbooktitle    = {Beitr{\\"a}ge zum 7. {Fachgruppentreffen} {\\quotedblbase}{Maschinelles} {Lernen}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1995_BergmannWilkeFgml.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Flexible Reuse of Plans by Abstraction and Refinement.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In Köhler, J., editor(s), Proceedings of the IJCAI Workshop on Reuse of Plans, Proofs, and Programs, 1995. \n \n\n\n\n
\n\n\n\n \n \n $\"Flexible$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_flexible_1995-1,\n\ttitle        = {Flexible {Reuse} of {Plans} by {Abstraction} and {Refinement}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1995,\n\tbooktitle    = {Proceedings of the {IJCAI} {Workshop} on {Reuse} of {Plans}, {Proofs}, and {Programs}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1995_ijcaiws.pdf},\n\teditor       = {K{\\"o}hler, Jana}\n}\n

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\n \n\n \n \n \n \n \n \n Plan Abstraction with Change of Representation Language.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Levy, A, & Nayak, P, editor(s), Proceedings of the Symposium on Abstraction Reformulation and Approximation (SARA'95), pages 16–23, 1995. \n \n\n\n\n
\n\n\n\n \n \n $\"Plan$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_plan_1995,\n\ttitle        = {Plan {Abstraction} with {Change} of {Representation} {Language}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1995,\n\tbooktitle    = {Proceedings of the {Symposium} on {Abstraction} {Reformulation} and {Approximation} ({SARA}'95)},\n\tpages        = {16--23},\n\turl          = {http://www.wi2.uni-trier.de/publications/1995_Sara.pdf},\n\teditor       = {Levy, A and Nayak, P}\n}\n

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\n \n\n \n \n \n \n \n \n Learning abstract planning cases.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In Lavrac, N., & Wrobel, S., editor(s), Proceedings of the Europ. Conf. on Machine Learning, pages 55–76, 1995. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Learning$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_learning_1995,\n\ttitle        = {Learning abstract planning cases},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1995,\n\tbooktitle    = {Proceedings of the {Europ}. {Conf}. on {Machine} {Learning}},\n\tpublisher    = {Springer},\n\tpages        = {55--76},\n\turl          = {http://www.wi2.uni-trier.de/publications/1995_ecml.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Lavrac, Nada and Wrobel, Stefan}\n}\n

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\n \n\n \n \n \n \n \n \n Fallbasiertes Schließen zur Unterstützung der Wiederverwendung objektorientierter Software: Eine Fallstudie.\n \n \n \n \n\n\n \n Bergmann, R., & Eisenecker, U.\n\n\n \n\n\n\n In Richter, M. M, & Maurer, F., editor(s), Proceedings der 3. Deutschen Expertensystemtagung, XPS-95, pages 152–169, 1995. Infix\n \n\n\n\n
\n\n\n\n \n \n $\"Fallbasiertes$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_fallbasiertes_1995,\n\ttitle        = {Fallbasiertes {Schlie{\\ss}en} zur {Unterst{\\"u}tzung} der {Wiederverwendung} objektorientierter {Software}: {Eine} {Fallstudie}},\n\tauthor       = {Bergmann, Ralph and Eisenecker, U.},\n\tyear         = 1995,\n\tbooktitle    = {Proceedings der 3. {Deutschen} {Expertensystemtagung}, {XPS}-95},\n\tpublisher    = {Infix},\n\tpages        = {152--169},\n\turl          = {http://www.wi2.uni-trier.de/publications/1995_BergmannEiseneckerXPS.pdf},\n\teditor       = {Richter, Michael M and Maurer, Frank}\n}\n

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\n \n\n \n \n \n \n \n En evaluation of the final integrated system. ESPRIT-Project INRECA, Deliverable D6.\n \n \n \n\n\n \n Althoff, K., Wess, S., Weiss, K. -., Auriol, E., Bergmann, R., Holz, H., Johnston, R., Manago, M., Meissonnier, A., Priebisch, C., Traphöner, R., & Wilke, W.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 1995.\n \n\n\n\n
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@techreport{althoff_en_1995,\n\ttitle        = {En evaluation of the final integrated system. {ESPRIT}-{Project} {INRECA}, {Deliverable} {D}6},\n\tauthor       = {Althoff, Klaus-Dieter and Wess, Stefan and Weiss, K. -H and Auriol, Eric and Bergmann, Ralph and Holz, Harald and Johnston, Roy and Manago, Michel and Meissonnier, A. and Priebisch, C. and Traph{\\"o}ner, Ralph and Wilke, Wolfgang},\n\tyear         = 1995,\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n \n Case-Based Reasoning for Decision Support and Diagnostic Problem Solving: The INRECA Approach.\n \n \n \n \n\n\n \n Althoff, K., Auriol, E., Bergmann, R., Breen, S., Dittrich, S., Johnston, R., Manago, M., Traphöner, R., & Wess, S.\n\n\n \n\n\n\n In Third German Workshop on Case-Based Reasoning, volume 95-02, pages 63–72, 1995. Zentrum für Lernende Systeme und Anwendungen, Universität Kaiserslautern\n \n\n\n\n
\n\n\n\n \n \n $\"Case-Based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{althoff_case-based_1995,\n\ttitle        = {Case-{Based} {Reasoning} for {Decision} {Support} and {Diagnostic} {Problem} {Solving}: {The} {INRECA} {Approach}},\n\tauthor       = {Althoff, Klaus-Dieter and Auriol, Eric and Bergmann, Ralph and Breen, Sean and Dittrich, Stefan and Johnston, Roy and Manago, Michel and Traph{\\"o}ner, Ralph and Wess, Stefan},\n\tyear         = 1995,\n\tbooktitle    = {Third {German} {Workshop} on {Case}-{Based} {Reasoning}},\n\tpublisher    = {Zentrum f{\\"u}r Lernende Systeme und Anwendungen, Universit{\\"a}t Kaiserslautern},\n\tvolume       = {95-02},\n\tpages        = {63--72},\n\turl          = {http://www.wi2.uni-trier.de/publications/1995_gwcbr95inreca.pdf}\n}\n

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\n \n 1994\n \n \n (10)\n \n \n

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\n \n\n \n \n \n \n \n Studie: Objektorientierte Wiederverwendung und fallbasiertes Schließen - Teil 1: Beispielprogramme als Fallbasis.\n \n \n \n\n\n \n Richter, M. M, Bergmann, R., Maurer, F., & Pews, G.\n\n\n \n\n\n\n Technical Report Universität Kaiserslautern, 19 Seiten, 1994.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{richter_studie:_1994,\n\ttitle        = {Studie: {Objektorientierte} {Wiederverwendung} und fallbasiertes {Schlie{\\ss}en} - {Teil} 1: {Beispielprogramme} als {Fallbasis}},\n\tauthor       = {Richter, Michael M and Bergmann, Ralph and Maurer, Frank and Pews, Gerhard},\n\tyear         = 1994,\n\tinstitution  = {Universit{\\"a}t Kaiserslautern, 19 Seiten}\n}\n

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\n \n\n \n \n \n \n \n Studie: Objektorientierte Wiederverwendung und fallbasiertes Schließen - Teil 4: Ansätze und Perspektiven.\n \n \n \n\n\n \n Bergmann, R., Maurer, F., & Reinartz, T.\n\n\n \n\n\n\n Technical Report Universität Kaiserslautern, 45 Seiten, 1994.\n \n\n\n\n
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@techreport{bergmann_studie:_1994,\n\ttitle        = {Studie: {Objektorientierte} {Wiederverwendung} und fallbasiertes {Schlie{\\ss}en} - {Teil} 4: {Ans{\\"a}tze} und {Perspektiven}},\n\tauthor       = {Bergmann, Ralph and Maurer, Frank and Reinartz, T.},\n\tyear         = 1994,\n\tinstitution  = {Universit{\\"a}t Kaiserslautern, 45 Seiten}\n}\n

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\n \n\n \n \n \n \n \n Studie: Objektorientierte Wiederverwendung und fallbasiertes Schließen - Teil 3: Merkmale und Ähnlichkeitsmasse.\n \n \n \n\n\n \n Bergmann, R., Maurer, F., & Pews, G.\n\n\n \n\n\n\n Technical Report Universität Kaiserslautern, 47 Seiten, 1994.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{bergmann_studie:_1994-1,\n\ttitle        = {Studie: {Objektorientierte} {Wiederverwendung} und fallbasiertes {Schlie{\\ss}en} - {Teil} 3: {Merkmale} und {\\"A}hnlichkeitsmasse},\n\tauthor       = {Bergmann, Ralph and Maurer, Frank and Pews, Gerhard},\n\tyear         = 1994,\n\tinstitution  = {Universit{\\"a}t Kaiserslautern, 47 Seiten}\n}\n

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\n \n\n \n \n \n \n \n Induction and Case-Based Reasoning for Classification Tasks.\n \n \n \n\n\n \n Althoff, K., Wess, S., Bergmann, R., Maurer, F., Manago, M., Auriol, E., Conruyt, N., Traphöner, R., Bräuer, M., & Dittrich, S.\n\n\n \n\n\n\n In Bock, H. H, Lenski, W., & Richter, M. M, editor(s), Information Systems and Data Analysis, Prospects-Foundations-Applications, Proc. 17th Annual Conference of the GfKl, pages 3–16, University of Kaiserslautern, 1994. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
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@inproceedings{althoff_induction_1994,\n\ttitle        = {Induction and {Case}-{Based} {Reasoning} for {Classification} {Tasks}},\n\tauthor       = {Althoff, Klaus-Dieter and Wess, Stefan and Bergmann, Ralph and Maurer, Frank and Manago, Michel and Auriol, Eric and Conruyt, N. and Traph{\\"o}ner, Ralph and Br{\\"a}uer, M. and Dittrich, Stefan},\n\tyear         = 1994,\n\tbooktitle    = {Information {Systems} and {Data} {Analysis}, {Prospects}-{Foundations}-{Applications}, {Proc}. 17th {Annual} {Conference} of the {GfKl}},\n\tpublisher    = {Springer},\n\taddress      = {University of Kaiserslautern},\n\tpages        = {3--16},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Bock, H. H and Lenski, Wolfgang and Richter, Michael M}\n}\n

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\n \n\n \n \n \n \n \n \n Lernen von Abstraktionshierarchien zur Optimierung der Auswahl von maschinell abstrahierten Plänen.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In Bergmann, R., Paulokat, J., Schoeller, A., & Wache, H., editor(s), Proceedings des 8th Workshop \"Planen und Konfigurieren\" (PuK-94) der GI, Universitaet Kaiserslautern, 1994. \n \n\n\n\n
\n\n\n\n \n \n $\"Lernen$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_lernen_1994,\n\ttitle        = {Lernen von {Abstraktionshierarchien} zur {Optimierung} der {Auswahl} von maschinell abstrahierten {Pl{\\"a}nen}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1994,\n\tbooktitle    = {Proceedings des 8th {Workshop} "{Planen} und {Konfigurieren}" ({PuK}-94) der {GI}},\n\taddress      = {Universitaet Kaiserslautern},\n\turl          = {http://www.wi2.uni-trier.de/publications/1994_puk.pdf},\n\teditor       = {Bergmann, Ralph and Paulokat, J{\\"u}rgen and Schoeller, Anna-Maria and Wache, Holger}\n}\n

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\n \n\n \n \n \n \n \n \n CASUEL: A Common Case Representation Language - Version 2.0 ESPRIT-Project INRECA, Deliverable D1.\n \n \n \n \n\n\n \n Manago, M., Bergmann, R., Wess, S., & Traphöner, R.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 1994.\n \n\n\n\n
\n\n\n\n \n \n $\"CASUEL:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@techreport{manago_casuel:_1994,\n\ttitle        = {{CASUEL}: {A} {Common} {Case} {Representation} {Language} - {Version} 2.0 {ESPRIT}-{Project} {INRECA}, {Deliverable} {D}1},\n\tauthor       = {Manago, Michel and Bergmann, Ralph and Wess, Stefan and Traph{\\"o}ner, Ralph},\n\tyear         = 1994,\n\turl          = {http://www.wi2.uni-trier.de/publications/1994_CASUEL V2.03 Language Def_w95.pdf},\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n Proceedings of 8. Workshop \"Planen und Konfigurieren\".\n \n \n \n\n\n \n Bergmann, R., Paulokat, J., Schoeller, A., & Wache, H.,\n editors.\n \n\n\n \n\n\n\n Universität Kaiserslautern, SEKI Working Paper SWP-94-01, 1994.\n \n\n\n\n
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@book{bergmann_proceedings_1994,\n\ttitle        = {Proceedings of 8. {Workshop} "{Planen} und {Konfigurieren}"},\n\tyear         = 1994,\n\taddress      = {Universit{\\"a}t Kaiserslautern, SEKI Working Paper SWP-94-01},\n\teditor       = {Bergmann, Ralph and Paulokat, J{\\"u}rgen and Schoeller, A. and Wache, H.}\n}\n

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\n \n\n \n \n \n \n \n Using Background Knowledge in the Integrated System: Specification and Approach ESPRIT-Project INRECA, Deliverable D29.\n \n \n \n\n\n \n Bergmann, R., Wess, S., Traphöner, R., & Breen, S.\n\n\n \n\n\n\n Technical Report University of Kaiserslautern, 1994.\n \n\n\n\n
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@techreport{bergmann_using_1994,\n\ttitle        = {Using {Background} {Knowledge} in the {Integrated} {System}: {Specification} and {Approach} {ESPRIT}-{Project} {INRECA}, {Deliverable} {D}29},\n\tauthor       = {Bergmann, Ralph and Wess, Stefan and Traph{\\"o}ner, Ralph and Breen, Sean},\n\tyear         = 1994,\n\tinstitution  = {University of Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n Objektorientierte Wiederverwendung und fallbasiertes Schliessen - Teil 2: Literaturüberblick.\n \n \n \n\n\n \n Reinartz, T., Althoff, K., & Bergmann, R.\n\n\n \n\n\n\n Technical Report Universität Kaiserslautern, 79 Seiten, 1994.\n \n\n\n\n
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@techreport{reinartz_objektorientierte_1994,\n\ttitle        = {Objektorientierte {Wiederverwendung} und fallbasiertes {Schliessen} - {Teil} 2: {Literatur{\\"u}berblick}},\n\tauthor       = {Reinartz, T. and Althoff, Klaus-Dieter and Bergmann, Ralph},\n\tyear         = 1994,\n\tinstitution  = {Universit{\\"a}t Kaiserslautern, 79 Seiten}\n}\n

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\n \n\n \n \n \n \n \n \n Explanation-based similarity: A unifying approach for integrating domain knowledge into case-based reasoning for diagnosis and planning tasks.\n \n \n \n \n\n\n \n Bergmann, R., Pews, G., & Wilke, W.\n\n\n \n\n\n\n In Wess, S., Althoff, K., & Richter, M. M, editor(s), Topics in Case-Based Reasoning, volume 837, of Lecture Notes in Artificial Intelligence, pages 182–196. Springer, 1994.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Explanation-based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{bergmann_explanation-based_1994,\n\ttitle        = {Explanation-based similarity: {A} unifying approach for integrating domain knowledge into case-based reasoning for diagnosis and planning tasks},\n\tauthor       = {Bergmann, Ralph and Pews, Gerhard and Wilke, Wolfgang},\n\tyear         = 1994,\n\tbooktitle    = {Topics in {Case}-{Based} {Reasoning}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 837,\n\tpages        = {182--196},\n\turl          = {http://www.wi2.uni-trier.de/publications/1994_BergmannEWCBR1993.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Wess, Stefan and Althoff, Klaus-Dieter and Richter, Michael M}\n}\n

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\n \n 1993\n \n \n (6)\n \n \n

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\n \n\n \n \n \n \n \n \n Erklärungsbasierte Ähnlichkeitsbestimmung und ihre Anwendung in Planung und Diagnose.\n \n \n \n \n\n\n \n Pews, G., & Bergmann, R.\n\n\n \n\n\n\n In Proceedings des Workshops: Maschinelles Lernen: Theoretische Ansätze and Anwendungsaspekte, Forschungsberichte Universität Karlsruhe, Bericht 291, 1993. \n \n\n\n\n
\n\n\n\n \n \n $\"Erklärungsbasierte$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{pews_erklarungsbasierte_1993,\n\ttitle        = {Erkl{\\"a}rungsbasierte {\\"A}hnlichkeitsbestimmung und ihre {Anwendung} in {Planung} und {Diagnose}},\n\tauthor       = {Pews, Gerhard and Bergmann, Ralph},\n\tyear         = 1993,\n\tbooktitle    = {Proceedings des {Workshops}: {Maschinelles} {Lernen}: {Theoretische} {Ans{\\"a}tze} and {Anwendungsaspekte}},\n\taddress      = {Forschungsberichte Universit{\\"a}t Karlsruhe, Bericht 291},\n\turl          = {http://www.wi2.uni-trier.de/publications/1993_BergmannPewsFgml.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Inkrementelles Lernen von Abstraktionshierarchien aus maschinell abstrahierten Plänen.\n \n \n \n \n\n\n \n Bergmann, R., & Wilke, W.\n\n\n \n\n\n\n In Proceedings des Workshops: Maschinelles Lernen: Theoretische Ansätze and Anwendungsaspekte, Forschungsberichte Universität Karlsruhe, Bericht 291, 1993. \n \n\n\n\n
\n\n\n\n \n \n $\"Inkrementelles$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_inkrementelles_1993,\n\ttitle        = {Inkrementelles {Lernen} von {Abstraktionshierarchien} aus maschinell abstrahierten {Pl{\\"a}nen}},\n\tauthor       = {Bergmann, Ralph and Wilke, Wolfgang},\n\tyear         = 1993,\n\tbooktitle    = {Proceedings des {Workshops}: {Maschinelles} {Lernen}: {Theoretische} {Ans{\\"a}tze} and {Anwendungsaspekte}},\n\taddress      = {Forschungsberichte Universit{\\"a}t Karlsruhe, Bericht 291},\n\turl          = {http://www.wi2.uni-trier.de/publications/1993_BergmannWilkeFgmlb.pdf}\n}\n

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\n \n\n \n \n \n \n \n \n Integrating Abstraction, Explanation-based Learning from Multiple Examples, and Hierarchical Clustering with a Performance Component for Planning.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Plaza, E., editor(s), Proc. ECML-93 Workshop on \"Integrated Learning Architectures\", 1993. \n \n\n\n\n
\n\n\n\n \n \n $\"Integrating$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_integrating_1993,\n\ttitle        = {Integrating {Abstraction}, {Explanation}-based {Learning} from {Multiple} {Examples}, and {Hierarchical} {Clustering} with a {Performance} {Component} for {Planning}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1993,\n\tbooktitle    = {Proc. {ECML}-93 {Workshop} on "{Integrated} {Learning} {Architectures}"},\n\turl          = {http://www.wi2.uni-trier.de/publications/1993_Bergmann ila.pdf},\n\teditor       = {Plaza, Enric}\n}\n

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\n \n\n \n \n \n \n \n \n Learning Hierarchically Clustered Shared Plan Abstractions as Problem solving Knowledge with High utility for planning.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Horz, A., editor(s), Proceedings des 7th Workshop \"Planen und Konfigurieren\" (PuK-93) der GI. Arbeitspapiere der GMD, of Arbeitspapier der GMD, 1993. GMD\n \n\n\n\n
\n\n\n\n \n \n $\"Learning$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_learning_1993,\n\ttitle        = {Learning {Hierarchically} {Clustered} {Shared} {Plan} {Abstractions} as {Problem} solving {Knowledge} with {High} utility for planning},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1993,\n\tbooktitle    = {Proceedings des 7th {Workshop} "{Planen} und {Konfigurieren}" ({PuK}-93) der {GI}. {Arbeitspapiere} der {GMD}},\n\tpublisher    = {GMD},\n\tseries       = {Arbeitspapier der {GMD}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1993_puk.pdf},\n\teditor       = {Horz, Alexander}\n}\n

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\n \n\n \n \n \n \n \n \n Explanation-based Similarity for Case Retrieval and Adaptation and it's Application to Diagnosis and Planning Tasks.\n \n \n \n \n\n\n \n Bergmann, R., & Pews, G.\n\n\n \n\n\n\n In Wess, S., Althoff, K., & Richter, M. M, editor(s), Proceedings of the 1st European Workshop on Case-based Reasoning (Preprints) University of Kaiserslautern, 1993. \n \n\n\n\n
\n\n\n\n \n \n $\"Explanation-based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_explanation-based_1993,\n\ttitle        = {Explanation-based {Similarity} for {Case} {Retrieval} and {Adaptation} and it's {Application} to {Diagnosis} and {Planning} {Tasks}},\n\tauthor       = {Bergmann, Ralph and Pews, Gerhard},\n\tyear         = 1993,\n\tbooktitle    = {Proceedings of the 1st {European} {Workshop} on {Case}-based {Reasoning} ({Preprints}) {University} of {Kaiserslautern}},\n\turl          = {http://www.wi2.uni-trier.de/publications/1993_EWCBR93_seki.pdf},\n\teditor       = {Wess, Stefan and Althoff, Klaus-Dieter and Richter, Michael M}\n}\n

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\n \n\n \n \n \n \n \n \n Integrating Inductive and Case-Based Technologies for Classification and Diagnostic Reasoning.\n \n \n \n \n\n\n \n Althoff, K., Bergmann, R., Maurer, F., Wess, S., Manago, M., Auriol, E., Conruyt, N., Traphöner, R., Bräuer, M., & Dittrich, S.\n\n\n \n\n\n\n In Plaza, E., editor(s), Proceeding of the ECML-93 Workshop on \"Integrated Learning Architectures\", 1993. \n \n\n\n\n
\n\n\n\n \n \n $\"Integrating$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{althoff_integrating_1993,\n\ttitle        = {Integrating {Inductive} and {Case}-{Based} {Technologies} for {Classification} and {Diagnostic} {Reasoning}},\n\tauthor       = {Althoff, Klaus-Dieter and Bergmann, Ralph and Maurer, Frank and Wess, Stefan and Manago, Michel and Auriol, Eric and Conruyt, N. and Traph{\\"o}ner, Ralph and Br{\\"a}uer, M. and Dittrich, Stefan},\n\tyear         = 1993,\n\tbooktitle    = {Proceeding of the {ECML}-93 {Workshop} on "{Integrated} {Learning} {Architectures}"},\n\turl          = {http://www.wi2.uni-trier.de/publications/1993_ecml.pdf},\n\teditor       = {Plaza, Enric}\n}\n

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\n \n 1992\n \n \n (5)\n \n \n

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\n \n\n \n \n \n \n \n \n Knowledge acquisition by generating skeletal plans from real world cases.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Schmalhofer, F., Strube, G., & Wetter, T., editor(s), Contemporary Knowledge Engineering and Cognition, volume 622, of Lecture Notes in Artificial Intelligence, pages 125–133. Springer, 1992.\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Knowledge$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{bergmann_knowledge_1992,\n\ttitle        = {Knowledge acquisition by generating skeletal plans from real world cases},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1992,\n\tbooktitle    = {Contemporary {Knowledge} {Engineering} and {Cognition}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 622,\n\tpages        = {125--133},\n\turl          = {http://www.wi2.uni-trier.de/publications/1992_bergmannknowledge.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Schmalhofer, Franz and Strube, Gerhard and Wetter, Thomas}\n}\n

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\n \n\n \n \n \n \n \n Abstrakte Fallrepräsentation für Abruf und Adaption von Planungsfällen auf verschiedenen Abstraktionsniveaus.\n \n \n \n\n\n \n Bergmann, R., & Dannenmann, A.\n\n\n \n\n\n\n In Workshop: Ähnlichkeit von Fällen in Systemen des fallbasierten Schließens, 1992. Universität Kaiserslautern\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_abstrakte_1992,\n\ttitle        = {Abstrakte {Fallrepr{\\"a}sentation} f{\\"u}r {Abruf} und {Adaption} von {Planungsf{\\"a}llen} auf verschiedenen {Abstraktionsniveaus}},\n\tauthor       = {Bergmann, Ralph and Dannenmann, A.},\n\tyear         = 1992,\n\tbooktitle    = {Workshop: {\\"A}hnlichkeit von {F{\\"a}llen} in {Systemen} des fallbasierten {Schlie{\\ss}ens}},\n\tpublisher    = {Universit{\\"a}t Kaiserslautern}\n}\n

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\n \n\n \n \n \n \n \n Learning abstract planning cases to speed up hierarchical planning.\n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the ML'92 Workshop on Knowledge Compilation and Speedup Learning, 1992. University of Aberdeen\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_learning_1992,\n\ttitle        = {Learning abstract planning cases to speed up hierarchical planning},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1992,\n\tbooktitle    = {Proceedings of the {ML}'92 {Workshop} on {Knowledge} {Compilation} and {Speedup} {Learning}},\n\tpublisher    = {University of Aberdeen}\n}\n

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\n \n\n \n \n \n \n \n \n Learning Plan abstractions.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Ohlbach, H., editor(s), GWAI-92 16th German Workshop on Artificial Intelligence, volume 671, of Lecture Notes in Artificial Intelligence, pages 187–198, 1992. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Learning$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_learning_1992-1,\n\ttitle        = {Learning {Plan} abstractions},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1992,\n\tbooktitle    = {{GWAI}-92 16th {German} {Workshop} on {Artificial} {Intelligence}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tvolume       = 671,\n\tpages        = {187--198},\n\turl          = {http://www.wi2.uni-trier.de/publications/1992_gwai.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Ohlbach, Hans-J{\\"u}rgen}\n}\n

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\n \n\n \n \n \n \n \n \n Explanation-based learning for the automated reuse of programs.\n \n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n In Proceedings of the IEEE-Conference on Computer Systems and Software Engineering, pages 109–110, 1992. IEEE Computer Society Press\n \n\n\n\n
\n\n\n\n \n \n $\"Explanation-based$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{bergmann_explanation-based_1992,\n\ttitle        = {Explanation-based learning for the automated reuse of programs},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1992,\n\tbooktitle    = {Proceedings of the {IEEE}-{Conference} on {Computer} {Systems} and {Software} {Engineering}},\n\tpublisher    = {IEEE Computer Society Press},\n\tpages        = {109--110},\n\turl          = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=218477}\n}\n

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\n \n 1991\n \n \n (3)\n \n \n

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\n \n\n \n \n \n \n \n \n CECoS: A case experience combination system for knowledge acquisition for expert systems.\n \n \n \n \n\n\n \n Bergmann, R., & Schmalhofer, F.\n\n\n \n\n\n\n Behavior Research Methods, Instruments and Computers, 23(2): 142–148. 1991.\n \n\n\n\n
\n\n\n\n \n \n $\"CECoS:$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n\n\n\n

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@article{bergmann_cecos:_1991,\n\ttitle        = {{CECoS}: {A} case experience combination system for knowledge acquisition for expert systems},\n\tauthor       = {Bergmann, Ralph and Schmalhofer, Franz},\n\tyear         = 1991,\n\tjournal      = {Behavior Research Methods, Instruments and Computers},\n\tvolume       = 23,\n\tnumber       = 2,\n\tpages        = {142--148},\n\turl          = {http://www.wi2.uni-trier.de/publications/1991_cecos.pdf},\n\tkeywords     = {Knowledge Acquisition, Planning}\n}\n

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\n \n\n \n \n \n \n \n \n Using integrated knowledge acquisition to prepare sophisticated expert plans for their re-use in novel situations.\n \n \n \n \n\n\n \n Schmalhofer, F., Bergmann, R., Kühn, O., & Schmidt, G.\n\n\n \n\n\n\n In Christaller, T., editor(s), GWAI-91 15th German Workshop on Artificial Intelligence, of Lecture Notes in Artificial Intelligence, pages 62–71, 1991. Springer\n The original publication is available at www.springerlink.com\n\n\n\n
\n\n\n\n \n \n $\"Using$ Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n\n\n\n

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@inproceedings{schmalhofer_using_1991,\n\ttitle        = {Using integrated knowledge acquisition to prepare sophisticated expert plans for their re-use in novel situations},\n\tauthor       = {Schmalhofer, Franz and Bergmann, Ralph and K{\\"u}hn, Otto and Schmidt, Gabriele},\n\tyear         = 1991,\n\tbooktitle    = {{GWAI}-91 15th {German} {Workshop} on {Artificial} {Intelligence}},\n\tpublisher    = {Springer},\n\tseries       = {Lecture {Notes} in {Artificial} {Intelligence}},\n\tpages        = {62--71},\n\turl          = {http://www.wi2.uni-trier.de/publications/1991_GWAI_RR_92_25.pdf},\n\tnote         = {The original publication is available at www.springerlink.com},\n\teditor       = {Christaller, Thomas},\n\tkeywords     = {Knowledge Acquisition, Planning}\n}\n

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\n \n\n \n \n \n \n \n Das Erlernen einer Programmiersprache: Wissenserwerb aus Texten, Beispielen und komplexen Programmen.\n \n \n \n\n\n \n Bergmann, R., Boschert, S., & Schmalhofer, F.\n\n\n \n\n\n\n In Reiss, M., Reiss, H., & Spandl, H., editor(s), Maschinelles Lernen, pages 204–225. 1991.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@incollection{bergmann_erlernen_1991,\n\ttitle        = {Das {Erlernen} einer {Programmiersprache}: {Wissenserwerb} aus {Texten}, {Beispielen} und komplexen {Programmen}},\n\tauthor       = {Bergmann, Ralph and Boschert, Stefan and Schmalhofer, Franz},\n\tyear         = 1991,\n\tbooktitle    = {Maschinelles {Lernen}},\n\tpages        = {204--225},\n\teditor       = {Reiss, M. and Reiss, H. and Spandl, H.}\n}\n

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\n \n 1990\n \n \n (1)\n \n \n

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\n \n\n \n \n \n \n \n Generierung von Skelettplänen als Problem der Wissensakquisition.\n \n \n \n\n\n \n Bergmann, R.\n\n\n \n\n\n\n Technical Report Diplomarbeit, Universität Kaiserslautern, 1990.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n\n\n\n

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@techreport{bergmann_generierung_1990,\n\ttitle        = {Generierung von {Skelettpl{\\"a}nen} als {Problem} der {Wissensakquisition}},\n\tauthor       = {Bergmann, Ralph},\n\tyear         = 1990,\n\ttype         = {Diplomarbeit},\n\tinstitution  = {Diplomarbeit, Universit{\\"a}t Kaiserslautern},\n\tkeywords     = {Knowledge Acquisition, Planning}\n}\n

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\n \n undefined\n \n \n (1)\n \n \n

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\n \n\n \n \n \n \n \n \n ArgueMapper Assistant: Interactive Argument Mining Using Generative Language Models.\n \n \n \n \n\n\n \n Lenz, M., & Bergmann, R.\n\n\n \n\n\n\n In Bramer, M., & Stahl, F., editor(s), Artificial Intelligence XLI, volume 15446, of Lecture Notes in Computer Science, pages 189–203, . Springer Nature Switzerland\n \n\n\n\n
\n\n\n\n \n \n $\"ArgueMapper$ Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

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@inproceedings{Lenz2025ArgueMapperAssistantInteractive,\n  title      = {{{ArgueMapper Assistant}}: {{Interactive Argument Mining Using Generative Language Models}}},\n  shorttitle = {{{ArgueMapper Assistant}}},\n  booktitle  = {Artificial {{Intelligence XLI}}},\n  author     = {Lenz, Mirko and Bergmann, Ralph},\n  editor     = {Bramer, Max and Stahl, Frederic},\n  date       = {2025},\n  series     = {Lecture {{Notes}} in {{Computer Science}}},\n  volume     = {15446},\n  pages      = {189--203},\n  publisher  = {Springer Nature Switzerland},\n  location   = {Cham},\n  doi        = {10.1007/978-3-031-77915-2_14},\n  abstract   = {Structured arguments are a valuable resource for analyzing and understanding complex topics. However, manual annotation is time-consuming and often not feasible for large datasets, and automated approaches are less accurate. To address this issue, we propose an interactive argument mining system that takes advantage of generative language models to support humans in the creation of argument graphs. We present the open source ArgueMapper Assistant featuring two prompting strategies and evaluate it on a real-world news dataset. The resulting corpus containing 88 argument graphs is publicly available as well. With generative models, the annotation time is reduced by about 20\\% while the number of errors is slightly increased (mostly due to missing argumentative units and wrong relation types). A survey provides insights into the usefulness and reliability of the assistant features and shows that participants prefer to use the assistant in the future.},\n  eventtitle = {{{SGAI}} 2024},\n  isbn       = {978-3-031-77915-2},\n  langid     = {english},\n  url = {https://www.wi2.uni-trier.de/shared/publications/Lenz2025ArgueMapperAssistantInteractive.pdf}\n}\n\n\n

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\n \n 2019-05-19/2019-05-22\n \n \n (1)\n \n \n

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\n \n\n \n \n \n \n \n \n Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines.\n \n \n \n \n\n\n \n Bergmann, R., Lenz, M., Ollinger, S., & Pfister, M.\n\n\n \n\n\n\n In Barták, R., & Brawner, K. W., editor(s), Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, pages 329–334, Sarasota, Florida, USA, 2019-05-19/2019-05-22. AAAI Press\n \n\n\n\n
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@inproceedings{Bergmann2019SimilarityMeasuresCaseBased,\n\ttitle = {Similarity {{Measures}} for {{Case-Based Retrieval}} of {{Natural Language Argument Graphs}} in {{Argumentation Machines}}},\n\tbooktitle = {Proceedings of the {{Thirty-Second International Florida Artificial Intelligence Research Society Conference}}},\n\tauthor = {Bergmann, Ralph and Lenz, Mirko and Ollinger, Stefan and Pfister, Maximilian},\n\teditor = {Bart{\\'a}k, Roman and Brawner, Keith W.},\n\tyear = {2019-05-19/2019-05-22},\n\tpages = {329--334},\n\tpublisher = {AAAI Press},\n\taddress = {Sarasota, Florida, USA},\n\turl        = {http://www.wi2.uni-trier.de/shared/publications/Bergmann2019SimilarityMeasuresCaseBased.pdf},\n\tabstract   = {In the field of argumentation, the vision of robust argumentation machines is investigated. They explore natural language arguments from information sources on the web and reason with them on the knowledge level to actively support the deliberation and synthesis of arguments for a particular user query. We aim at combining methods from case-based reasoning (CBR), information retrieval, and computational argumentation to contribute to the foundations of argumentation machines. In this paper, we focus on the retrieval phase of a CBR approach for an argumentation machine and propose similarity measures for arguments represented as argument graphs. We evaluate the similarity measures on a corpus of annotated micro texts and demonstrate the benefit of semantic similarity measures and the relevance of structural aspects.},\n}\n

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