Abstract : In this paper we investigate the application of Galois (or concept) lattices on different data sources (e.g. web documents or bibliographical items) in order to organise knowledge that can be extracted from the data. This knowledge organisation can serve a number of purposes (e.g. knowledge management in an organisation, document retrieval on the Web, etc.). Galois lattices can be considered as classification tools for knowledge units in concept hierarchies that can be used within a knowledge-based system. Moreover, Galois lattices can be used in parallel with domain ontologies for building more precise and more concise concept ontologies, and for guiding the knowledge discovery process.
Rose Dieng-Kuntz and Nada Matta. Workshop on Knowledge Management and Organizational Memories - ECAI 2004 (16th European Conference on Artificial Intelligence), 2004, Valencia, Spain, pp.73-78, 2004
https://hal.inria.fr/inria-00107789
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Soumis le : jeudi 19 octobre 2006 - 09:09:21
Dernière modification le : jeudi 11 janvier 2018 - 06:19:53
Document(s) archivé(s) le : mercredi 29 mars 2017 - 13:16:39
Laszlo Szathmary, Amedeo Napoli. Knowledge organisation and information retrieval using Galois lattices. Rose Dieng-Kuntz and Nada Matta. Workshop on Knowledge Management and Organizational Memories - ECAI 2004 (16th European Conference on Artificial Intelligence), 2004, Valencia, Spain, pp.73-78, 2004. 〈inria-00107789〉
