2005 DocumentAnnotationAndOntologyPop
Jump to navigation
Jump to search
- (Amardeilh et al., 2005) ⇒ Florence Amardeilh, Philippe Laublet, and Jean-Luc Minel. (2005). “Document Annotation and Ontology Population from Linguistic Extractions.” In: Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005). doi:10.1145/1088622.1088651
Subject Headings: Linguistically Grounded Ontology. Knowledge acquisition tool, Knowledge extraction from text, Knowledge capture for the Semantic Web, Knowledge capture using natural language processing, Method for ontology population, Semantic Web.
Notes
- It deals with ontology population from linguistic extractions.
- It uses knowledge acquisition rules are used to map concept tree nodes to ontology instances.
- Its nodes are the result of extraction and annotation of documents.
- It describes how to connect: 1) modeling domain knowledge using ontological concepts and 2) linguistic extractions.
- It reports results in the legal domain and show how an ontology can be populated from annotated documents.
Cited By
Quotes
Abstract
In this paper, we present a workbench for semi-automatic ontology population from textual documents. It provides an environment for mapping the linguistic extractions with the domain ontology thanks to knowledge acquisition rules. Those rules are activated when a pertinent linguistic tag is reached. Those linguistic tags are then mapped to a concept, one of its attributes or even a semantic relation between several concepts. The rules instantiate these concepts, attributes and relations in the knowledge base constrained by the domain ontology. This paper deals with the underlying knowledge capture process and presents the first experiments realized on a real client application from the legal publishing domain.
References
- Amardeilh F., Francart T, A Semantic Web Portal with HLT Capabilities, In Actes du colloque Veille Stratégique Scientifique et Technologique (VSST2004), Toulouse, France, Vol. 2, p 481--492, (2004).
- Bontcheva K., Cunningham H., The Semantic Web: A New Opportunity and Challenge for Human Language Technology, In: Proceedings of the Second International Semantic Web Conference, Workshop on Human Language Technology for the Semantic Web and Web Services, Florida, 20-23 October 2003, p. 89--96, (2003).
- Bourrigault D., Aussenac-Gilles N., Charlet J., Construction de ressources terminologiques ou ontologiques a partir de textes : un cadre unificateur pour trois études de cas, In Revue d'Intelligence Artificielle, 18(4), 24 pp, (2004).
- Crispino G. "Une plate-forme informatique de l'Exploration Contextuelle: modTlisation, architecture et réalisation (ContextO). Application au filtrage sémantique de textes", PhD Thesis, Paris 4-Sorbonne University, 241pp, (2003).
- Desclès J.-P., Jouis C., Oh H-G. et al., Exploration Contextuelle et sémantique : un système expert qui trouve les valeurs sémantiques des temps de l'indicatif dans un texte, Knowledge modeling and expertise transfer, Amsterdam, p. 371--400, (1991).
- Ralph Grishman, Beth Sundheim, Message Understanding Conference-6: a brief history, Proceedings of the 16th conference on Computational linguistics, August 05-09, 1996, Copenhagen, Denmark doi:10.3115/992628.992709
- Grivel L., Guillemin-Lanne S., Lautier C. et al., La construction de composants de connaissance pour l'extraction et le filtrage de l'information sur les réseaux, In Filtrage et résumé automatique de l'information sur les réseaux, 3ème congrès du Chapitre français de l'ISKO International Society for Knowledge Organization, Paris, 5-6 July 2001, 9 pp, (2001).
- Thomas R. Gruber, A translation approach to portable ontology specifications, Knowledge Acquisition, v.5 n.2, p.199-220, June 1993 doi:10.1006/knac.1993.1008
- Siegfried Handschuh, Steffen Staab, Fabio Ciravegna, S-CREAM - Semi-automatic CREAtion of Metadata, Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, p.358-372, October 01-04, 2002
- Hendler J., Ian Horrocks. and al., OWL web ontology language reference, W3C Recommendation, (2004), available at http://www.w3.org/TR/owl-ref/.
- José Kahan, Marja-Ritta Koivunen, Annotea: an open RDF infrastructure for shared Web annotations, Proceedings of the 10th International Conference on World Wide Web, p.623-632, May 01-05, 2001, Hong Kong, Hong Kong doi:10.1145/371920.372166
- Kiryakov A., Borislav Popov, Ognyanoff D., et al., Semantic Annotation, Indexing, and Retrieval, In: Proceedings of the 2nd International Semantic Web Conference (ISWC2003), Florida, 20-23 October 2003, p.484--499, (2003).
- Laublet P., Reynaud C. et Charlet J., Sur quelques aspects du Web Sémantique, In Assises du GDR I3, Eds Cépadues, Nancy, 20 pp, (2002).
- Minel J.-L., J-P. DesclTs, E. Cartier, et al., Résumé automatique par filtrage sémantique d'informations dans des textes. PrTsentation de la plate-forme FilText, In Revue Technique et Science informatiques, 20(3), HermFs, p. 369--395, (2001).
- Ora L., Swick R., Resource Description Framework (RDF) Model and Syntax Specification, W3C Recommendation (1999), available at http://www.w3.org/TR/1999/REC-rdf-syntax-19990222/
- Jack Park, Sam Hunting, Douglas C. Engelbart, XML Topic Maps: Creating and Using Topic Maps for the Web, Addison-Wesley Longman Publishing Co., Inc., Boston, MA, 2002
- Vargas-Vera M., Motta E., Domingue J., MnM : Ontology Driven Tool for Semantic Markup, In: Proceedings of the Workshop Semantic Authoring, Annotation & Knowledge Markup (SAAKM 2002), Lyon (France), 22-23 July 2002, p.43--47, (2002).
,
| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2005 DocumentAnnotationAndOntologyPop | Florence Amardeilh Philippe Laublet Jean-Luc Minel | Document Annotation and Ontology Population from Linguistic Extractions | http://mondeca.com/content/download/454/3431/file/fp66 amardeilh.pdf | 10.1145/1088622.1088651 |