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 An NLP-Based Ontology Population for a Risk Management Generic Structure Jawad Makki a112abeeacd266b2738eac27678a678c univ-tlse1.fr 854861 360079-854861 Anne-Marie Alquier 6cf87943df09fb97173197b04375bdc8 univ.tlse1.fr 854862 360080-854862 Violaine Prince 7266a85f0d270c84f3881374ba24eacc lirmm.fr 942907 718885-942907 https://orcid.org/0000-0002-5997-9677 Violaine Prince-Barbier 7266a85f0d270c84f3881374ba24eacc lirmm.fr 2008-10-20 14:25:52 2025-09-23 14:22:13 2008-10-21 10:02:58 2008-10-28 contributor Violaine Prince-Barbier 7266a85f0d270c84f3881374ba24eacc lirmm.fr CCSD lirmm-00332138 https://hal-lirmm.ccsd.cnrs.fr/lirmm-00332138 makki:lirmm-00332138 <i>CSTST'08: International Conference on Soft Computing as Transdisciplinary Science and Technology</i>, Oct 2008, Cergy-Pontoise, France, pp.350-356 CSTST'08: International Conference on Soft Computing as Transdisciplinary Science and Technology, Oct 2008, Cergy-Pontoise, France, pp.350-356 Sciences de l'Homme et de la Société CNRS - Centre national de la recherche scientifique Université Toulouse 1 Capitole Exploration et Exploitation de Données Textuelles Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier Mathématiques, Informatique, Physique et Systèmes Université de Montpellier Université de Montpellier (2015-2021) International No No Yes Yes An NLP-Based Ontology Population for a Risk Management Generic Structure Jawad Makki a112abeeacd266b2738eac27678a678c univ-tlse1.fr 854861 360079-854861 Anne-Marie Alquier 6cf87943df09fb97173197b04375bdc8 univ.tlse1.fr 854862 360080-854862 Violaine Prince 7266a85f0d270c84f3881374ba24eacc lirmm.fr 942907 718885-942907 https://orcid.org/0000-0002-5997-9677 CSTST'08: International Conference on Soft Computing as Transdisciplinary Science and Technology 2008-10-28 2008-10-31 Cergy-Pontoise, France ACM 350-356 2008-10-28 http://sigappfr.acm.org/cstst08/ English Ontology Population Information Extraction Instance Recognition Rules POS tagging Risk Management Semantic Analysis Computer Science [cs]/Document and Text Processing Computer Science [cs]/Web Humanities and Social Sciences/Business administration Conference papers Conference papers Conference papers

In this paper we propose an NLP-based Ontology Population approach for a Generic Structure instantiation from natural language texts, in the domain of Risk Management. The approach is semi-automatic and based on combined NLP techniques using domain expert intervention for control and validation. It relies on the predicative power of verbs in the instantiation process. It is not domain dependent since it heavily relies on linguistic knowledge. We demonstrate the effectiveness of our method on the ontology of the PRIMA project (supported by the European community) and we populate this generic domain ontology via an available corpus. A first validation of the approach is done through an experiment with Chemical Fact Sheets from Environmental Protection Agency.

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