Abstract
A method to identify ontology components is presented in this article. The method relies on Natural Language Processing (NLP) techniques to extract concepts and relations among these concepts. This method is applied in the legal field to build an ontology dedicated to information retrieval. Legal texts on which the method is performed are carefully chosen as describing and conceptualizing the legal domain. We suggest that this method can help legal ontology designers and may be used while building ontologies dedicated to other tasks than information retrieval.
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Aussenac-Gilles, N., Biébow, B. and Szulman, S. (2000). Revisiting Ontology Design : A Method Based on Corpus Analysis. In Proceedings of Knowledge Engineering and Knowledge Management. Methods, Models and Tools, Juan-les-Pins, France, 172–188, October 2000
Bench-Capon, T. (2001). Task Neutral Ontologies, Common Sense Ontologies and Legal Information Systems. In Second International Workshop on Legal Ontologies, JURIX 2001, Amsterdam, Netherlands, December 2001
Bourigault, D. (2002). Analyse distributionnelle étendue. In Proceedings of Traitement Automatique des Langues, Nancy, France, June 2002
Bourigault, D. and Lame, G. (2002). Analyse distributionnelle et structuration de terminologie, application à la construction d’une ontologie documentaire du droit. Traitement automatique des langues, Ed. Hermès, Paris, France, 129–150, Vol. 43, no. 1
Braibant, G. (1999). La problématique de la codification. Savoir Innover en Droit. Concepts, Outils, Systèmes. Ed. La documentation française, 55–65
Breukers, J. and Muntjewerff, A. (1999). Ontological Modelling for Designing Educational Systems. In Proceedings of Workshop on Ontologies for Intelligent Educational Systems, Le Mans, France
Fernandez, M., Gomez-Perez, A. and Juristo, N. (1997). Methontology: From Ontological Art Towards Ontological Engineering. In Proceedings of AAAI Spring Symposium Series on Ontological Engineering, Stanford, USA, 33–40
A. Gangemi D. Pisanelli G. Steve (1999) ArticleTitleAn Overview of the ONIONS Project : Applying Ontologies to the Integration of Medical Terminologies Data and Knowledge Engineering 31 183–220 Occurrence Handle10.1016/S0169-023X(99)00023-3
S. Gauch J. Wank S. Rachakonda (1999) ArticleTitleA Corpus Analysis Approach for Automatic Query Expansion and Its Extension to Multiple Databases ACM Transactions on Information Systems 17 IssueID3 250–269 Occurrence Handle10.1145/314516.314519
Gruningen, M. and Fox, M. (1995). Methodology for the Design and Evaluation of Ontologies. In Proceedings of IJCAI Workshop on Basic Ontological Issues in Knowledge Sharing, Montreal, Canada
C. Holsapple K. Joshi (2002) ArticleTitleA collaborative Approach to Ontology design Communications of the ACM 45 IssueID2 42–47 Occurrence Handle10.1145/503124.503147
Jones D., Bench-Capon, T. and Visser, P. (1998). Methodologies for Ontology Development. In Proceedings of IT-KNOWS Conference, XV IFIP World Computer Congress, Budapest, Hungaria, August 1998
Lame, G. (2001). Constructing an IR-oriented Legal Ontology. In Second International Workshop on Legal Ontologies, JURIX 2001, Amsterdam, Neederlands, December 2001
Lame, G. (2002). Construction d’ontologie à partir de textes. Une ontologie de droit dédiée à la recherche d’information sur le Web. PhD dissertation, Ecole des mines de Paris, Paris France, December 2002 (http://www.cri.ensmp.fr/)
Moens, M.-F. (2000). Automatic Indexing and Abstracting of Document Texts, Kluwer
Mommers, L. (2001). A Knowledge-Based Ontology of the Legal Domain. In Second International Workshop on Legal Ontologies, JURIX 2001, Amsterdam, Neederlands, December 2001
K. Spark-Jones (1973) ArticleTitleIndex Term Weighting Information Storage and Retrieval 9 619–633 Occurrence Handle10.1016/0020-0271(73)90043-0
Stuckenschmidt, H., Stubkjaer, E. and Schleider, C. (2001). Modeling Land Transactions : Legal Ontologies in Context. In Second International Workshop on Legal Ontologies, JURIX 2001, Amsterdam, Neederlands, December 2001
Uschold, M. (1996). Building Ontologies: Towards a Unified Methodology. In Proceedings of Expert System, Conference of the British Computer Society Specialist Group on Expert Systems, Cambridge, England, December 1996
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Lame, G. Using NLP Techniques to Identify Legal Ontology Components: Concepts and Relations. Artif Intell Law 12, 379–396 (2004). https://doi.org/10.1007/s10506-005-4160-3
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DOI: https://doi.org/10.1007/s10506-005-4160-3