Skip Navigation


Journal of Logic and Computation Advance Access originally published online on October 18, 2008
Journal of Logic and Computation 2009 19(5):831-858; doi:10.1093/logcom/exn050
This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Alert me to new issues of the journal
Right arrow Add to My Personal Archive
Right arrow Download to citation manager
Right arrowRequest Permissions
Google Scholar
Right arrow Articles by Ottens, K.
Right arrow Articles by Aussenac-Gilles, N.
Social Bookmarking
 Add to CiteULike   Add to Connotea   Add to Del.icio.us  
What's this?

© The Author, 2008. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oxfordjournals.org

This article appears in the following Journal of Logic and Computation issue: Special Issue: Recent Advances in Ontology Dynamics [View the issue table of contents]

Original Articles

A Multi-Agent System for Dynamic Ontologies

Kevin Ottens, Nathalie Hernandez, Marie-Pierre Gleizes and Nathalie Aussenac-Gilles

IRIT, Université de Toulouse, 118 route de Narbonne, F-31062 Toulouse Cedex, France
E-mail: ottens{at}kde.org, hernande{at}irit.fr, gleizes{at}irit.fr, aussenac{at}irit.fr

Received 11 November 2007.

In the article, we present Dynamo (an acronym of DYNAMic Ontologies), a tool based on an adaptive multi-agent system to construct and maintain an ontology from a domain-specific set of texts. The originality of our proposal is that the adaptative multi-agent system is used both to represent the ontology itself and to produce the ontology. This enables us to propose a system building and maintaining dynamically an ontology according to interactions with the user (also called the ontologist). We present our system and the mechanisms used to build and maintain the ontology from the texts and for the interactions with the ontologist. We also give results of the evaluation of our system.



References

  1. Assadi H. Construction of a regional ontology from text and its use within a documentary system. In. (1998) Trento, Italy. 236–249. Proceedings of the International Conference on Formal Ontology and Information Systems - FOIS'98.
  2. Aussenac-Gilles N, Sörgel D. Text analysis for ontology and terminology engineering. Journal of Applied Ontology (2005) 1:35–46.
  3. Bao J, Honavar V. Collaborative ontology building with wiki@nt. In. In: Proceedings of the Third International Workshop on Evaluation of Ontology-Based Tools (EON2004) (2004) Hiroshima, Japan. http://km.aifb.unikarlsruhe.de/ws/eon2004/EON2004Proceedings.pdf.
  4. Buitelaar P, Cimiano P, Magnini B. Ontology Learning From Text: Methods, Evaluation and Applications (2005) IOS Press.
  5. Brewster C, Ciravegna F, Wilks Y. Background and foreground knowledge in dynamic ontology construction. In. Proceedings of the Semantic Web Work- shop, Toronto (Can), August 2003. SIGIR, 2003.
  6. Cimiano P, Völker J. Text2onto - a framework for ontology learning and data-driven change discovery. In. (2005) 3513. Springer Verlag, Alicante, ESPAGNE. 227–238. Proceedings of the 10th International Conference on Applications of Natural Language to Information Systems (NLDB'2005), June 2005.
  7. N. de Condorcet. Essai sur l'application de l'analyse la probabilitz des dcisions rendues à la pluralité des voix (1785) Paris.
  8. Faure D, Nedellec C. A corpus-based conceptual clustering method for verb frames and ontology acquisition. In. In: LREC Workshop on Adapting Lexical and Corpus Resources to Sublanguages and Applications (1998) Granada, Spain. 5–12.
  9. Flouris G, Plexousakis D, Antoniou G. A classification of ontology change. In. Tummarello G, Bouquet P, Signore O, eds. (2006) SWAP 2006 – Semantic Web Applications and Perspectives, Proceedings of the 3rd Italian Semantic Web Workshop, Scuola Normale Superiore, Pisa, Italy, 18–20 December, 2006, Vol. 201 of CEUR Workshop Proceedings. CEUR-WS.org.
  10. Georgé J-P, Picard G, Gleizes M-P, Glize P. Living Design for Open Computational Systems. In. (2003) June. 389–394. 12th IEEE International Workshops on Enabling Technologies, Infrastructure for Collaborative Enterprises, Linz (Austria), IEEE CS.
  11. Hearst M. Automatic acquisition of hyponyms froms large text corpora. (1992) Nantes, France. 539–545. 13th international Conference On Computational Linguistics (COLING).
  12. Heflin J, Hendler J. Dynamic ontologies on the web. In. In: Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-2000) (2000) Menlo Park, CA (USA): AAAI/MIT Press. 443–449.
  13. Lister K, Sterling L, Taveter K. Reconciling Ontological Differences by Assistant Agents. In. (2006) May. Hokkaido, Japan. 943–945. AAMAS'06, Proceedings of the International Joint Conference on Autonomous Agents and MultiAgent Systems.
  14. Maedche A. Ontology Learning for the Semantic Web (2002) Kluwer Academic Publisher.
  15. Maedche A, Staab S. Semi-automatic engineering of ontologies from text. In. (2000) 231–239. Proceedings of the 12th International Conference on Software Engineering and Knowledge Engineering (SEKE'2000).
  16. Maedche A, Staab S. Measuring Similarity between Ontologies. In. In: EKAW 2002—Gómez-Pérez, Benjamins, eds. (2002) Springer. 251–263. Vol. 2473 of Lecture Notes in Computer Science.
  17. Manning CD, Schötze H. Foundations of Statistical Natural Language Processing (1999) Cambridge, Massachusetts: The MIT Press.
  18. Mothe J, Hernandez N. Data Mining with Ontologies: Implementations, Findings, and Frameworks, In. Mining a thesaurus and texts to build and update a domain ontology, Chapter VII—Nigro HO, Csaro SGC, Xodo D, eds. (2007) October. 123–144. Information Science Reference.
  19. Noy NF, Chugh A, Liu W, Musen MA. A framework for ontology evolution in collaborative environments. In. In: The Semantic Web - ISWC 2006, 5th International Semantic Web Conference, Proceedings (2006) Berlin: Springer. 544–558. Vol. 4273 of Lecture Notes in Computer Science.
  20. Ottens K, Gleizes M-P, Glize P. A Multi-Agent System for Building Dynamic Ontologies. In. (2007) May. Honolulu (USA): ACM Press. 1278–1284. AAMAS 2007, Proceedings of the International Joint Conference on Autonomous Agents and Multi Agent Systems.
  21. Van Dyhe Parunak H, Rohwer R, Belding TC, Brueckner S. Dynamic decentralized any-time hierarchical clustering. (2006) Berlin, Heidelberg: Springer. 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval.
  22. Van Dyhe. Parunak H, Rohwer R, Belding TC, Brueckner S. Dynamic decentralized any-time hierarchical clustering. In. In: Engineering Self-Organising Systems (2006) Berlin, Heidelberg: Springer. 66–81. Vol. 4335 of Lecture Notes in Computer Science.
  23. Picard G, Glize P. Model and analysis of local decision based on cooperative self-organization for problem solving. Multiagent and Grid Systems (2006) 2:253–265.
  24. Stojanovic L, Maedche A, Motik B, Stojanovic N. User-driven ontology evolution management. In. In: EKAW2002—Gómez-Pérez A, Benjamins VR, eds. (2002) Springer. 285–300. Vol. 2473 of Lecture Notes in Computer Science.
  25. Völker J, Hitzler P, Cimiano P. Acquisition of owl dl axioms from lexical resources. In. In: ESWC2007—Franconi E, Kifer M, May W, eds. (2007) Springer. 670–685. Vol. 4519 of Lecture Notes in Computer Science.

Add to CiteULike CiteULike   Add to Connotea Connotea   Add to Del.icio.us Del.icio.us    What's this?



This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Alert me to new issues of the journal
Right arrow Add to My Personal Archive
Right arrow Download to citation manager
Right arrowRequest Permissions
Google Scholar
Right arrow Articles by Ottens, K.
Right arrow Articles by Aussenac-Gilles, N.
Social Bookmarking
 Add to CiteULike   Add to Connotea   Add to Del.icio.us  
What's this?