Zhongli Ding and Yun Peng A Probabilistic Extension to Ontology Language OWL . In Proceedings of the 37th Hawaii International Conference on System Sciences - 2004
http://www.saymetal-dz.com/portfolio/photo/18-6.pdf
chaque classe et individu sont associé à un poids. traduit les constructeurs logiques en probabilité.
Jean Christoph Jung and Carsten Lutz Ontology-Based Access to Probabilistic Data with OWLQL
http://www.informatik.uni-bremen.de/tdki/research/papers/2012/JuLu-2012.pdf
Donne les bases théoriques pour associer une proba à un axiom DL.
Fabrizio Riguzzi, Elena Bellodi, Evelina Lamma, and Riccardo Zese Epistemic and Statistical Probabilistic Ontologies. In 8th International Workshop on Uncertainty Reasoning for the Semantic Web. Boston, USA, November 11, 2012 collocated with the 11th International Semantic Web Conference – ISWC 2012 –
We present DISPONTE, a semantics for probabilistic ontologies that is based on the distribution semantics for probabilistic logic programs. In DISPONTE the axioms of a probabilistic ontology can be annotated with an epistemic or a statistical probability. Etat de l'art interessant!
Fernando Bobillo, Umberto Straccia Fuzzy ontology representation using OWL 2. In International Journal of Approximate Reasoning Volume 52, Issue 7, October 2011, Pages 1073–1094.Selected Papers - Uncertain Reasoning Track - FLAIRS 2009
sauvegarde les fuzzy information comme des annotations property, creation de fuzzy label qui specialise annotation property.
D. Nilavu, R. Sivakumar. Knowledge Representation Using Type-2 Fuzzy Rough Ontologies in Ontology Web Language. In Fuzzy Information and Engineering Volume 7, Issue 1, March 2015, Pages 73–99
http://www.sciencedirect.com/science/article/pii/S1616865815000266#
sauvegarde les fuzzy information comme des annotations property, creation de fuzzy label qui specialise annotation property.
Panos Alexopoulos, Silvio Peroni, Boris Villazon-Terrazas, Je. Z. Pan, and Jose-Manuel Gomez-Perez A MetaOntology for Annotating Ontology Entities with Vagueness Descriptions. In Uncertainty Reasoning for the Semantic Web III. LNCS Volume 8816, 2014, pp 100-1230 Nov 2014
http://speroni.web.cs.unibo.it/publications/alexopoulos-2014-metaontology-annotating-ontology.pdf
utilise annotation ontology + PROV pour associer des description vagues à des axioms.
Miriam Fernández, Iván Cantador, Vanesa López, David Vallet, Pablo Castells, Enrico Motta. Semantically enhanced Information Retrieval: An ontology-based approach. In Web Semantics: Science, Services and Agents on the World Wide Web Volume 9, Issue 4, December 2011, Pages 434–452 JWS special issue on Semantic Search
http://www.sciencedirect.com/science/article/pii/S1570826810000910
Donne les principes de base de la RI avec des ontologies, voir les autres articles de l'edition
Valentin Tablan, Kalina Bontcheva, Ian Roberts, Hamish Cunningham. Mímir: An open-source semantic search framework for interactive information seeking and discovery. In Web Semantics: Science, Services and Agents on the World Wide Web,Volume 30, January 2015, Pages 52–68. special issue on Semantic Search
http://www.sciencedirect.com/science/article/pii/S1570826814001036
Gate, sparql, annotation, voir les autres articles de l'edition
Semantic data mining: A survey of ontology-based approaches
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7050814
cf vespa
Wei Wang, Kathleen Stewart. Spatiotemporal and semantic information extraction from Web news reports about natural hazards
http://www.sciencedirect.com/science/article/pii/S0198971514001252
Gate 8, annotation spatio -temporelle, evaluation sur les phenomenes naturels (hazards) dans les news