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» Web-Based Measure of Semantic Relatedness
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EMNLP
2007
13 years 9 months ago
Lexical Semantic Relatedness with Random Graph Walks
Many systems for tasks such as question answering, multi-document summarization, and information retrieval need robust numerical measures of lexical relatedness. Standard thesauru...
Thad Hughes, Daniel Ramage
PKDD
2009
Springer
150views Data Mining» more  PKDD 2009»
14 years 2 months ago
Omiotis: A Thesaurus-Based Measure of Text Relatedness
In this paper we present a new approach for measuring the relatedness between text segments, based on implicit semantic links between their words, as offered by a word thesaurus, n...
George Tsatsaronis, Iraklis Varlamis, Michalis Vaz...
FLAIRS
2011
12 years 11 months ago
Evaluating Semantic Metrics on Tasks of Concept Similarity
This study presents an evaluation of WordNet-based semantic similarity and relatedness measures in tasks focused on concept similarity. Assuming similarity as distinct from relate...
Hansen Andrew Schwartz, Fernando Gomez
ICDIM
2007
IEEE
14 years 1 months ago
The OntoNL Semantic Relatedness Measure for OWL ontologies
: An effect of the growing importance of the Semantic Web used for sharing knowledge over the Internet was the development and publishing of many ontologies in different domains. T...
Anastasia Karanastasi, Stavros Christodoulakis
ECAI
2008
Springer
13 years 9 months ago
Semantic relatedness in semantic networks
Abstract. This paper presents a new semantic relatedness measure on semantic networks (SN) that uses both hierarchical and non-hierarchical relations. Our approach relies on two as...
Laurent Mazuel, Nicolas Sabouret