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A method for computing lexical semantic distance using linear functionals

✍ Scribed by Del Jensen; Christophe Giraud-Carrier; Nathan Davis

Publisher: Elsevier Science
Year: 2008
Tongue: English
Weight: 884 KB
Volume: 6
Category: Article
ISSN: 1570-8268
DOI: 10.1016/j.websem.2007.11.001

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✦ Synopsis

This paper presents a novel, knowledge-based method for measuring semantic similarity in support of applications aimed at organizing and retrieving relevant textual information. We show how a quantitative context may be established for what is essentially qualitative in nature by effecting a topological transformation of the lexicon into a metric space where distance is well-defined. We illustrate the technique with a simple example and report on promising experimental results with a significant word similarity problem.

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