The role of domain information in Word Sense Disambiguation
Natural Language Engineering
Word Sense Disambiguation: Algorithms and Applications
Word Sense Disambiguation: Algorithms and Applications
Revising the wordnet domains hierarchy: semantics, coverage and balancing
MLR '04 Proceedings of the Workshop on Multilingual Linguistic Ressources
Semantic Domains in Computational Linguistics
Semantic Domains in Computational Linguistics
When You Doubt, Abstain: From Misclassification to Epoché in Automatic Text Categorisation
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Using wordnet-based neighborhood for improving social tag recommendation
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
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The use of WordNet Domains is confined in the present days to Text Mining field. Moreover, the tagging of WordNet synsets with WordNet Domain labels is a crisp one. This paper introduces an approach for automatically tagging both ontologies and their concepts with WordNet domains in a fuzzy fashion, for topic classification purposes. Our fuzzy WordNet Domains model is presented as well as our domain disambiguation procedure. Experiments show promising results and are introduced in this paper as well as a final discussion on envisioned scenarios for our approach.