Skip to main content
Erschienen in:
Buchtitelbild

2009 | OriginalPaper | Buchkapitel

Ontologies and Rules

verfasst von : Pascal Hitzler, Bijan Parsia

Erschienen in: Handbook on Ontologies

Verlag: Springer Berlin Heidelberg

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Summary

Ontologies and rules are two established paradigms in knowledge modelling, and play an important role for the Semantic Web. In this chapter, we present an introduction to common approaches for combining OWL ontologies and rules. In particular, we cover the Semantic Web Rules Language SWRL and Description Logic Programs DLP, and give pointers to the literature.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
3
In addition to the forms directly below, SWRL also allows for “built-in” atoms which are discussed in Sect. 2.3.
 
4
As in the SWRL submission.
 
5
For a basic discussion of the standard translation in a modal logic context, see chapter “Ontologies in F-Logic” of [1]. For variants of the standard translation for SHOIN(D) and other description logis see [33] and [16].
 
6
Class and property equivalence axioms can be defined as a pair of inclusion axioms.
 
7
Thanks to an anonymous reviewer for some clarifications on this point.
 
8
We presume normal Datalog safety, i.e. that every variable in the head appears in the body.
 
11
We would like to mention that it has been argued whether this analysis is appropriate.
 
14
In our terminology, the set of OWL Lite statements \(\{C \sqsubseteq D \sqcup E,D \equiv E\}\) would not qualify as a set of DLP statements, although it is semantically equivalent to \(\{C \sqsubseteq D,D \equiv E\}\), which is expressible in DLP. We are well aware of this restriction, but will not be concerned with it in the moment, because this more general notion of semantic equivalence is not readily accessible by syntactic means. Note, however, that CDD qualifies as a DLP statement, since it is semantically equivalent to CD.
 
15
Note that – since we have non-disjunctive rules – the only effect of integrity constraints is that they can render the knowledge base to be inconsistent. Equality also needs some explanations: The theorem assumes that we do not use the unique name assumption, and equality thus has the same meaning as it has under OWL DL, e.g. two different constants can be equal, meaning that they denote the same individual.
 
16
However, Horn--SHIQ lies within the proposed OWL 2 language, see http://​www.​w3.​org/​Submission/​owl11-tractable/​
 
Literatur
1.
Zurück zum Zitat Patrick Blackburn, Johan F. A. K. van Benthem, and Frank Wolter. Handbook of Modal Logic, volume 3 (Studies in Logic and Practical Reasoning). Elsevier Science, New York, 2006. Patrick Blackburn, Johan F. A. K. van Benthem, and Frank Wolter. Handbook of Modal Logic, volume 3 (Studies in Logic and Practical Reasoning). Elsevier Science, New York, 2006.
2.
Zurück zum Zitat Ronald J. Brachman, Deborah L. McGuiness, Peter F. Patel-Schneider, and Lori A. Resnick. Living with CLASSIC: when and how to use a KL-ONE-like language. In John Sowa, editor, Principles of Semantic Networks. Morgan Kaufmann, San Mateo, US, 1990. Ronald J. Brachman, Deborah L. McGuiness, Peter F. Patel-Schneider, and Lori A. Resnick. Living with CLASSIC: when and how to use a KL-ONE-like language. In John Sowa, editor, Principles of Semantic Networks. Morgan Kaufmann, San Mateo, US, 1990.
3.
Zurück zum Zitat Bruce Buchanan and Edward Shortliffe. Rule-Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project. Addison-Wesley, Reading, MA, 1984. Bruce Buchanan and Edward Shortliffe. Rule-Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project. Addison-Wesley, Reading, MA, 1984.
4.
Zurück zum Zitat Jos de Bruijn, Thomas Eiter, Axel Polleres, and Hans Tompits. Embedding non-ground logic programs into autoepistemic logic for knowledge-base combination. In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India, January, 6–12 2007. AAAI, New York. Jos de Bruijn, Thomas Eiter, Axel Polleres, and Hans Tompits. Embedding non-ground logic programs into autoepistemic logic for knowledge-base combination. In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India, January, 6–12 2007. AAAI, New York.
5.
Zurück zum Zitat Jos de Bruijn, David Pearce, Axel Polleres, and Agustín Valverde. Quantified equilibrium logic and hybrid rules. In Marchiori et al., editors, Web Reasoning and Rule Systems, First International Conference, RR 2007, Innsbruck, Austria, June 7–8, 2007, Proceedings, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 58–72. Jos de Bruijn, David Pearce, Axel Polleres, and Agustín Valverde. Quantified equilibrium logic and hybrid rules. In Marchiori et al., editors, Web Reasoning and Rule Systems, First International Conference, RR 2007, Innsbruck, Austria, June 7–8, 2007, Proceedings, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 58–72.
6.
Zurück zum Zitat Francesco M. Donini, Maurizio Lenzerini, Daniele Nardi, and Andrea Schaerf. AL-log: Integrating datalog and description logics. Journal of Intelligent Information Systems, 10(3):227–252, 1998.CrossRefMATH Francesco M. Donini, Maurizio Lenzerini, Daniele Nardi, and Andrea Schaerf. AL-log: Integrating datalog and description logics. Journal of Intelligent Information Systems, 10(3):227–252, 1998.CrossRefMATH
7.
Zurück zum Zitat Wlodzimierz Drabent and Jan Maluszynski. Well-founded semantics for hybrid rules. In Marchiori et al., editors, Web Reasoning and Rule Systems, First International Conference, RR 2007, Innsbruck, Austria, June 7–8, 2007, Proceedings, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 1–15. Wlodzimierz Drabent and Jan Maluszynski. Well-founded semantics for hybrid rules. In Marchiori et al., editors, Web Reasoning and Rule Systems, First International Conference, RR 2007, Innsbruck, Austria, June 7–8, 2007, Proceedings, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 1–15.
8.
Zurück zum Zitat Thomas Eiter, Giovambattista Ianni, Roman Schindlauer, and Hans Tompits. dlvhex: A prover for semantic-web reasoning under the answer-set semantics. In 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 18-22 December 2006, Hong Kong, China. IEEE Computer Society, Los Alamitos, CA, 2006, pages 1073–1074. Thomas Eiter, Giovambattista Ianni, Roman Schindlauer, and Hans Tompits. dlvhex: A prover for semantic-web reasoning under the answer-set semantics. In 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 18-22 December 2006, Hong Kong, China. IEEE Computer Society, Los Alamitos, CA, 2006, pages 1073–1074.
9.
Zurück zum Zitat Thomas Eiter, Giovambattista Ianni, Roman Schindlauer, and Hans Tompits. Effective integration of declarative rules with external evaluations for semantic-web reasoning. In York Sure and John Domingue, editors, The Semantic Web: Research and Applications, 3rd European Semantic Web Conference, ESWC 2006, Budva, Montenegro, June 11–14, 2006, Proceedings, volume 4011 of Lecture Notes in Computer Science. Springer, Berlin, 2006, pages 273–287. Thomas Eiter, Giovambattista Ianni, Roman Schindlauer, and Hans Tompits. Effective integration of declarative rules with external evaluations for semantic-web reasoning. In York Sure and John Domingue, editors, The Semantic Web: Research and Applications, 3rd European Semantic Web Conference, ESWC 2006, Budva, Montenegro, June 11–14, 2006, Proceedings, volume 4011 of Lecture Notes in Computer Science. Springer, Berlin, 2006, pages 273–287.
10.
Zurück zum Zitat Francis Gasse, Ulrike Sattler, and Volker Haarslev. Rewriting rules into SROIQ axioms. In Proc. 21st Int. Workshop on Description Logics (DL-08), Dresden, Germany, 2008. Francis Gasse, Ulrike Sattler, and Volker Haarslev. Rewriting rules into SROIQ axioms. In Proc. 21st Int. Workshop on Description Logics (DL-08), Dresden, Germany, 2008.
11.
Zurück zum Zitat Benjamin Grosof, Ian Horroks, Raphael Volz, and Stefan Decker. Description logic programs: Combining logic programs with description logics. In Proc. of WWW 2003, Budapest, Hungary, May 2003. ACM, New York, 2003, pages 48–57. Benjamin Grosof, Ian Horroks, Raphael Volz, and Stefan Decker. Description logic programs: Combining logic programs with description logics. In Proc. of WWW 2003, Budapest, Hungary, May 2003. ACM, New York, 2003, pages 48–57.
12.
Zurück zum Zitat Stijn Heymans, Davy Van Nieuwenborgh, and Dirk Vermeir. Nonmonotonic ontological and rule-based reasoning with extended conceptual logic programs. In Proceedings ESWC2005, volume 3532 of Lecture Notes in Computer Science. Springer, Berlin, 2005, pages 392–407. Stijn Heymans, Davy Van Nieuwenborgh, and Dirk Vermeir. Nonmonotonic ontological and rule-based reasoning with extended conceptual logic programs. In Proceedings ESWC2005, volume 3532 of Lecture Notes in Computer Science. Springer, Berlin, 2005, pages 392–407.
13.
Zurück zum Zitat Ian Horrocks and Peter F. Patel-Schneider. A proposal for an OWL rules language. In Proc. of the Thirteenth International World Wide Web Conference (WWW 2004). ACM, New York, 2004, pages 723–731. Ian Horrocks and Peter F. Patel-Schneider. A proposal for an OWL rules language. In Proc. of the Thirteenth International World Wide Web Conference (WWW 2004). ACM, New York, 2004, pages 723–731.
14.
Zurück zum Zitat Ian Horrocks, Ulrike Sattler, and Stephan Tobies. Practical reasoning for very expressive description logics. Logic Journal of the IGPL, 8(3):239–263, 2000.MathSciNetCrossRefMATH Ian Horrocks, Ulrike Sattler, and Stephan Tobies. Practical reasoning for very expressive description logics. Logic Journal of the IGPL, 8(3):239–263, 2000.MathSciNetCrossRefMATH
15.
Zurück zum Zitat Ullrich Hustadt, Boris Motik, and Ulrike Sattler. Data complexity of reasoning in very expressive description logics. In Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI), 2005, pages 466–471. Ullrich Hustadt, Boris Motik, and Ulrike Sattler. Data complexity of reasoning in very expressive description logics. In Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI), 2005, pages 466–471.
16.
Zurück zum Zitat Ullrich Hustadt, Renate A. Schmidt, and Lilia Georgieva. A survey of decidable first-order fragments and description logics. Journal of Relational Methods in Computer Science, 1:251–276, 2004. Invited overview paper. Ullrich Hustadt, Renate A. Schmidt, and Lilia Georgieva. A survey of decidable first-order fragments and description logics. Journal of Relational Methods in Computer Science, 1:251–276, 2004. Invited overview paper.
17.
Zurück zum Zitat Matthias Knorr, Jose Alferes, and Pascal Hitzler. Towards tractable local closed world reasoning for the semantic web. In J. Neves, M. F. Santos, and J. Machado, editors, Progress in Artificial Intelligence, 13th Portuguese Conference on Aritficial Intelligence, EPIA 2007, Guimaraes, Portugal, December 3–7, 2007, Proceedings, volume 4874 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 3–14. Matthias Knorr, Jose Alferes, and Pascal Hitzler. Towards tractable local closed world reasoning for the semantic web. In J. Neves, M. F. Santos, and J. Machado, editors, Progress in Artificial Intelligence, 13th Portuguese Conference on Aritficial Intelligence, EPIA 2007, Guimaraes, Portugal, December 3–7, 2007, Proceedings, volume 4874 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 3–14.
18.
Zurück zum Zitat Matthias Knorr, Jose Alferes, and Pascal Hitzler. A coherent well-founded model for Hybrid MKNF knowledge bases. In Proceedings of the 18th European Conference on Artificial Intelligence, ECAI-08, Patras, Greece, 2008. To appear. Matthias Knorr, Jose Alferes, and Pascal Hitzler. A coherent well-founded model for Hybrid MKNF knowledge bases. In Proceedings of the 18th European Conference on Artificial Intelligence, ECAI-08, Patras, Greece, 2008. To appear.
19.
Zurück zum Zitat Markus Krötzsch, Pascal Hitzler, Denny Vrandečić, and Michael Sintek. How to reason with OWL in a logic programming system. In Proc. 2nd Int. Conf. on Rules and Rule Markup Languages for the Semantic Web (RuleML 2006), Athens, Georgia, USA. Springer, Berlin, 2006. Markus Krötzsch, Pascal Hitzler, Denny Vrandečić, and Michael Sintek. How to reason with OWL in a logic programming system. In Proc. 2nd Int. Conf. on Rules and Rule Markup Languages for the Semantic Web (RuleML 2006), Athens, Georgia, USA. Springer, Berlin, 2006.
20.
Zurück zum Zitat Markus Krötzsch, Sebastian Rudolph, and Pascal Hitzler. Complexity of Horn description logics. In Proceedings of the Twenty-Second Conference on Artificial Intelligence, AAAI-07, Vancouver, British Columbia, Canada, July 2007, pages 452–457. Markus Krötzsch, Sebastian Rudolph, and Pascal Hitzler. Complexity of Horn description logics. In Proceedings of the Twenty-Second Conference on Artificial Intelligence, AAAI-07, Vancouver, British Columbia, Canada, July 2007, pages 452–457.
21.
Zurück zum Zitat Markus Krötzsch, Sebastian Rudolph, and Pascal Hitzler. Description logic rules. In Proceedings of the 18th European Conference on Artificial Intelligence, ECAI-08, Patras, Greece, 2008. To appear. Markus Krötzsch, Sebastian Rudolph, and Pascal Hitzler. Description logic rules. In Proceedings of the 18th European Conference on Artificial Intelligence, ECAI-08, Patras, Greece, 2008. To appear.
22.
Zurück zum Zitat Alon Y. Levy and Marie-Christine Rousset. CARIN: A representation language combining Horn rules and description logics. In European Conference on Artificial Intelligence, 1996, pages 323–327. Alon Y. Levy and Marie-Christine Rousset. CARIN: A representation language combining Horn rules and description logics. In European Conference on Artificial Intelligence, 1996, pages 323–327.
23.
Zurück zum Zitat Alon Y. Levy and Marie-Christine Rousset. Combining Horn rules and description logics in CARIN. Artificial Intelligence, 104:68–78, 1998.MathSciNetCrossRefMATH Alon Y. Levy and Marie-Christine Rousset. Combining Horn rules and description logics in CARIN. Artificial Intelligence, 104:68–78, 1998.MathSciNetCrossRefMATH
24.
Zurück zum Zitat John W. Lloyd. Foundations of logic programming (second, extended edition). In Springer Series in Symbolic Computation. Springer, New York, 1987. John W. Lloyd. Foundations of logic programming (second, extended edition). In Springer Series in Symbolic Computation. Springer, New York, 1987.
25.
Zurück zum Zitat Thomas Lukasiewicz. A novel combination of answer set programming with description logics for the semantic web. In Enrico Franconi, Michael Kifer, and Wolfgang May, editors, The Semantic Web: Research and Applications, 4th European Semantic Web Conference, ESWC 2007, Innsbruck, Austria, June 3–7, 2007, Proceedings, volume 4519 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 384–398. Thomas Lukasiewicz. A novel combination of answer set programming with description logics for the semantic web. In Enrico Franconi, Michael Kifer, and Wolfgang May, editors, The Semantic Web: Research and Applications, 4th European Semantic Web Conference, ESWC 2007, Innsbruck, Austria, June 3–7, 2007, Proceedings, volume 4519 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 384–398.
26.
Zurück zum Zitat Massimo Marchiori, Jeff Z. Pan, and Christian de Sainte Marie, editors. Web Reasoning and Rule Systems, First International Conference, RR 2007, Innsbruck, Austria, June 7–8, 2007, Proceedings, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007. Massimo Marchiori, Jeff Z. Pan, and Christian de Sainte Marie, editors. Web Reasoning and Rule Systems, First International Conference, RR 2007, Innsbruck, Austria, June 7–8, 2007, Proceedings, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007.
27.
Zurück zum Zitat Tobias Matzner and Pascal Hitzler. Any-world access to OWL from Prolog. In J. Hertzberg, M. Beetz, and R. Englert, editors, KI 2007: Advances in Artificial Intelligence, 30th Annual German Conference on AI, KI 2007, Osnabrck, Germany, September 2007, Proceedings, volume 4667 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 84–98. Tobias Matzner and Pascal Hitzler. Any-world access to OWL from Prolog. In J. Hertzberg, M. Beetz, and R. Englert, editors, KI 2007: Advances in Artificial Intelligence, 30th Annual German Conference on AI, KI 2007, Osnabrck, Germany, September 2007, Proceedings, volume 4667 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 84–98.
28.
Zurück zum Zitat Jing Mei, Zuoquan Lin, and Harold Boley. LC: An integration of description logic and general rules. In Marchiori et al., editors, Web Reasoning and Rule Systems, First International Conference, RR 2007, Innsbruck, Austria, June 7–8, 2007, Proceedings, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 163–177. Jing Mei, Zuoquan Lin, and Harold Boley. LC: An integration of description logic and general rules. In Marchiori et al., editors, Web Reasoning and Rule Systems, First International Conference, RR 2007, Innsbruck, Austria, June 7–8, 2007, Proceedings, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 163–177.
29.
Zurück zum Zitat Boris Motik. Reasoning in Description Logics using Resolution and Deductive Databases. PhD thesis, Universität Karlsruhe (TH), Germany, 2006. Boris Motik. Reasoning in Description Logics using Resolution and Deductive Databases. PhD thesis, Universität Karlsruhe (TH), Germany, 2006.
30.
Zurück zum Zitat Boris Motik, Ian Horrocks, Riccardo Rosati, and Ulrike Sattler. Can OWL and logic programming live together happily ever after? In Isabel F. Cruz, Stefan Decker, Dean Allemang, Chris Preist, Daniel Schwabe, Peter Mika, Michael Uschold, and Lora Aroyo, editors, International Semantic Web Conference, volume 4273 of Lecture Notes in Computer Science. Springer, Berlin, 2006, pages 501–514. Boris Motik, Ian Horrocks, Riccardo Rosati, and Ulrike Sattler. Can OWL and logic programming live together happily ever after? In Isabel F. Cruz, Stefan Decker, Dean Allemang, Chris Preist, Daniel Schwabe, Peter Mika, Michael Uschold, and Lora Aroyo, editors, International Semantic Web Conference, volume 4273 of Lecture Notes in Computer Science. Springer, Berlin, 2006, pages 501–514.
31.
Zurück zum Zitat Boris Motik and Riccardo Rosati. A faithful integration of description logics with logic programming. In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07). AAAI, New York, 2007, pages 477–482. Boris Motik and Riccardo Rosati. A faithful integration of description logics with logic programming. In Proceedings of the Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07). AAAI, New York, 2007, pages 477–482.
32.
Zurück zum Zitat Boris Motik, Ulrike Sattler, and Rudi Studer. Query answering for OWL-DL with rules. In International Semantic Web Conference, 2004, pages 549–563. Boris Motik, Ulrike Sattler, and Rudi Studer. Query answering for OWL-DL with rules. In International Semantic Web Conference, 2004, pages 549–563.
33.
Zurück zum Zitat Boris Motik, Ulrike Sattler, and Rudi Studer. Query answering for OWL-DL with rules. Journal of Web Semantics, 3(1):41–60, 2005.CrossRef Boris Motik, Ulrike Sattler, and Rudi Studer. Query answering for OWL-DL with rules. Journal of Web Semantics, 3(1):41–60, 2005.CrossRef
34.
Zurück zum Zitat Boris Motik, Rob Shearer, and Ian Horrocks. Optimized Reasoning in Description Logics using Hypertableaux. In Proc. of the 21st Conference on Automated Deduction (CADE-21), volume 4603 of Lecture Notes in Artificial Intelligence, Bremen, Germany, July 17–20. Springer, Berlin, 2007, pages 67–83. Boris Motik, Rob Shearer, and Ian Horrocks. Optimized Reasoning in Description Logics using Hypertableaux. In Proc. of the 21st Conference on Automated Deduction (CADE-21), volume 4603 of Lecture Notes in Artificial Intelligence, Bremen, Germany, July 17–20. Springer, Berlin, 2007, pages 67–83.
35.
Zurück zum Zitat Riccardo Rosati. Tight integration of description logics and disjunctive datalog. In Proceedings KR2006. AAAI, New York, 2006, pages 68–78. Riccardo Rosati. Tight integration of description logics and disjunctive datalog. In Proceedings KR2006. AAAI, New York, 2006, pages 68–78.
36.
Zurück zum Zitat Sebastian Rudolph, Markus Krötzsch, and Pascal Hitzler. All elephants are bigger than all mice. In Proc. 21st Int. Workshop on Description Logics (DL-08), Dresden, Germany, 2008. Sebastian Rudolph, Markus Krötzsch, and Pascal Hitzler. All elephants are bigger than all mice. In Proc. 21st Int. Workshop on Description Logics (DL-08), Dresden, Germany, 2008.
37.
Zurück zum Zitat Sebastian Rudolph, Markus Krötzsch, Pascal Hitzler, Michael Sintek, and Denny Vrandečić. Efficient OWL reasoning with logic programs – Evaluations. In Proceedings of the First International Conference on Web Reasoning and Rule Systems, RR2007, Innsbruck, Austria, June 2007, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 370–373. Sebastian Rudolph, Markus Krötzsch, Pascal Hitzler, Michael Sintek, and Denny Vrandečić. Efficient OWL reasoning with logic programs – Evaluations. In Proceedings of the First International Conference on Web Reasoning and Rule Systems, RR2007, Innsbruck, Austria, June 2007, volume 4524 of Lecture Notes in Computer Science. Springer, Berlin, 2007, pages 370–373.
38.
Zurück zum Zitat Roman Schindlauer. Answer-Set Programming for the Semantic Web. PhD thesis, Vienna University of Technology, Austria, 2006. Roman Schindlauer. Answer-Set Programming for the Semantic Web. PhD thesis, Vienna University of Technology, Austria, 2006.
39.
Zurück zum Zitat Julian Seidenberg and Alan L. Rector. Representing transitive propagation in OWL. In David W. Embley, Antoni Olivé, and Sudha Ram, editors, ER, volume 4215 of Lecture Notes in Computer Science. Springer, Berlin, 2006, pages 255–266. Julian Seidenberg and Alan L. Rector. Representing transitive propagation in OWL. In David W. Embley, Antoni Olivé, and Sudha Ram, editors, ER, volume 4215 of Lecture Notes in Computer Science. Springer, Berlin, 2006, pages 255–266.
40.
Zurück zum Zitat York Sure, Stephan Bloehdorn, Peter Haase, Jens Hartmann, and Daniel Oberle. The SWRC ontology – Semantic Web for Research Communities. In Carlos Bento, Amilcar Cardoso, and Gael Dias, editors, Proceedings of the 12th Portuguese Conference on Artificial Intelligence – Progress in Artificial Intelligence (EPIA 2005), volume 3803 of LNCS, Covilha, Portugal. Springer, Berlin, 2005, pages 218–231. York Sure, Stephan Bloehdorn, Peter Haase, Jens Hartmann, and Daniel Oberle. The SWRC ontology – Semantic Web for Research Communities. In Carlos Bento, Amilcar Cardoso, and Gael Dias, editors, Proceedings of the 12th Portuguese Conference on Artificial Intelligence – Progress in Artificial Intelligence (EPIA 2005), volume 3803 of LNCS, Covilha, Portugal. Springer, Berlin, 2005, pages 218–231.
41.
Zurück zum Zitat Raphael Volz. Web Ontology Reasoning With Logic Databases. PhD thesis, Universität Fridericiana zu Karlsruhe (TH), Germany, 2004. Raphael Volz. Web Ontology Reasoning With Logic Databases. PhD thesis, Universität Fridericiana zu Karlsruhe (TH), Germany, 2004.
Metadaten
Titel
Ontologies and Rules
verfasst von
Pascal Hitzler
Bijan Parsia
Copyright-Jahr
2009
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-540-92673-3_5