Scalable OWL 2 Reasoning for Linked Data. Hogan, A., Pan, J. Z., Polleres, A., & Ren, Y. In Polleres, A., D'Amato, C., Arenas, M., Handschuh, S., Kroner, P., Ossowski, S., & Patel-Schneider, P., editors, Reasoning Web. Semantic Technologies for the Web of Data. (Reasoning Web 2011), volume 6848, of Lecture Notes in Computer Science (LNCS), pages 250–325. Springer, Galway, Ireland, August, 2011. ![Scalable OWL 2 Reasoning for Linked Data [pdf]](https://bibbase.org/img/filetypes/pdf.svg "pdf")
Paper abstract bibtex The goal of the Scalable OWL 2 Reasoning for Linked Data lecture is twofold: first, to introduce scalable reasoning and querying techniques to Semantic Web researchers as powerful tools to make use of Linked Data and large-scale ontologies, and second, to present interesting research problems for the Semantic Web that arise in dealing with TBox and ABox reasoning in OWL 2. The lecture consists of three parts. The first part will begin with an introduction and motivation for reasoning over Linked Data, including a survey of the use of RDFS and OWL on the Web. The second part will present a scalable, distributed reasoning service for instance data, applying a custom subset of OWL 2 RL/RDF rules (based on a tractable fragment of OWL 2). The third part will present recent work on faithful approximate reasoning for OWL 2 DL. The lecture will include our implementation of the mentioned techniques as well as their evaluations. These notes provide complimentary reference material for the lecture, and follow the three-part structure and content of the lecture.
@incollection{hoga-etal-2011RW,
Abstract = {The goal of the Scalable OWL 2 Reasoning for Linked Data lecture is twofold: first, to introduce scalable reasoning and querying techniques to Semantic Web researchers as powerful tools to make use of Linked Data and large-scale ontologies, and second, to present interesting research problems for the Semantic Web that arise in dealing with TBox and ABox reasoning in OWL 2. The lecture consists of three parts. The first part will begin with an introduction and motivation for reasoning over Linked Data, including a survey of the use of RDFS and OWL on the Web. The second part will present a scalable, distributed reasoning service for instance data, applying a custom subset of OWL 2 RL/RDF rules (based on a tractable fragment of OWL 2). The third part will present recent work on faithful approximate reasoning for OWL 2 DL. The lecture will include our implementation of the mentioned techniques as well as their evaluations. These notes provide complimentary reference material for the lecture, and follow the three-part structure and content of the lecture.},
Address = {Galway, Ireland},
Author = {Aidan Hogan and Jeff Z. Pan and Axel Polleres and Yuan Ren},
Booktitle = {Reasoning Web. Semantic Technologies for the Web of Data. ({Reasoning Web 2011})},
Day = {23--27},
Editor = {Axel Polleres and Claudia D'Amato and Marcelo Arenas and Siegfried Handschuh and Paula Kroner and Sascha Ossowski and Peter Patel-Schneider},
Month = AUG,
Pages = {250--325},
Publisher = {Springer},
Series = LNCS,
Title = {Scalable {OWL 2} Reasoning for Linked Data},
Type = BC,
Url = {http://aidanhogan.com/docs/rw_2011.pdf},
Volume = 6848,
Year = 2011,
Bdsk-Url-1 = {http://aidanhogan.com/docs/rw_2011.pdf}}
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