Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems. Kofod-Petersen, A. & Cassens, J. In Beigl, M., Christiansen, H., Berghofer, T. R. R., Coventry, K. R., Kofod-Petersen, A., & Schmidtke, H. R., editors, Modeling and Using Context – Proceedings of CONTEXT 2011, volume 6967, of LNCS, pages 145–158, Karsruhe, Germany, 2011. Springer. ISBN: 978-3-642-24278-6Paper doi abstract bibtex When designing and implementing real world ambient intelligent systems we are in need of applicable information systems engineering methods. The tools we find in the intelligent systems area focus on the knowledge engineering parts, whereas traditional software engineering techniques are usually not designed with the peculiarities of intelligent systems design in mind. This holds in particular for explanation-aware intelligent systems. This work looks at problem frames for explanations and investigates how problem frames can be used to elicit, analyse, and specify these specific requirements. The point of departure is an existing ambient intelligent information system for the hospital ward domain. The work presented here analyses how such a system can be redesigned with a focus on explanation-awareness.
@InProceedings{Kofod-Petersen-Cassens-CONTEXT-2011,
keywords = {paper},
author = {Anders Kofod-Petersen and Jörg Cassens},
title = {Modelling with Problem Frames: Explanations and Context in Ambient Intelligent Systems},
booktitle = {Modeling and Using Context -- Proceedings of CONTEXT 2011},
pages = {145--158},
year = {2011},
editor = {Michael Beigl and Henning Christiansen and Thomas R. Roth Berghofer and Kenny R. Coventry and Anders Kofod-Petersen and Hedda R. Schmidtke},
volume = {6967},
series = {LNCS},
address = {Karsruhe, Germany},
publisher = {Springer},
pdf = {http://www.imis.uni-luebeck.de/publikationen/context-frames-web.pdf},
url = {http://www.imis.uni-luebeck.de/publikationen/context-frames-web.pdf},
doi = {10.1007/978-3-642-24279-3_17},
note = {ISBN: 978-3-642-24278-6},
abstract = {When designing and implementing real world ambient intelligent systems we are in need of applicable information systems engineering methods. The tools we find in the intelligent systems area focus on the knowledge engineering parts, whereas traditional software engineering techniques are usually not designed with the peculiarities of intelligent systems design in mind. This holds in particular for explanation-aware intelligent systems. This work looks at problem frames for explanations and investigates how problem frames can be used to elicit, analyse, and specify these specific requirements. The point of departure is an existing ambient intelligent information system for the hospital ward domain. The work presented here analyses how such a system can be redesigned with a focus on explanation-awareness.},
}
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