International Semantic Web Conference · 2007 · 22 citations · 5 references
EngineeringInformation RetrievalData ScienceSemantic SimilaritiesCorpus LinguisticsSemantic SearchKnowledge RetrievalIntelligent Information RetrievalRelevance FeedbackSemantic RelevanceInformation ManagementOntology LearningSemantic WebSemanticsSemantic SimilarityLinguisticsSocial SciencesText Mining
Semantic relevance among information resources can play an effective role in information retrieval, and there are several different approaches to measure semantic similarities. However, they are usually limited measuring similarities among structured concepts, and some also considers the similarities between individual resources but they are limited to to textual documents. This paper aims to extend the similarity to relevance so that even the relations between completely different resources can also be considered, and explore the possibility of measuring such semantic relevance not limited to a specific structure. The method presented in this paper is a novel measure for semantic relevance among resources that are organised within an ontological structure.
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An Information-Theoretic Definition of Similarity
Dekang Lin · 1998 · 3.7K citations
Using Information Content to Evaluate Semantic Similarity in a Taxonomy
Philip Resnik · arXiv (Cornell University) · 1995 · 1.8K citations · Full text
Algorithmic detection of semantic similarity
Ana Gabriela Maguitman, Filippo Menczer, Heather Roinestad et al. · 2005 · 199 citations