Predicting Domain Specific Entities with Limited Background Knowledge

TitlePredicting Domain Specific Entities with Limited Background Knowledge
Publication TypeMiscellaneous
Year of Publication2006
AuthorsChristopher Thomas, Amit Sheth
KeywordsOntology and Named Entity Recognition and Domain Knowledge
Abstract

This paper proposes a framework for automatic recognition of domain-specific entities from text, given limited background knowledge, e.g. in form of an ontology. The algorithm exploits several lightweight natural language processing techniques, such as tokenization and stemming, as well as statistical techniques, such as singular value decomposition (SVD) to suggest domain relatedness of unknown entities.

Full Text

Christopher Thomas and Amit Sheth, 'Predicting Domain Specific Entities with Limited Background Knowledge,' Technical Report 082006, LSDIS Lab, University of Georgia, August 6, 2006.
year: 2006
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