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WSTST
2005
Springer

An Incremental Algorithm to find Asymmetric Word Similarities for Fuzzy Text Mining

14 years 4 months ago
An Incremental Algorithm to find Asymmetric Word Similarities for Fuzzy Text Mining
Synonymy – different words with the same meaning – is a major problem for text mining systems. We have proposed asymmetric word similarities as a possible solution to this problem, where the similarity between words is computed on the basis of the similarities between contexts in which the words appear, rather than on their syntactic identity. In this paper, we give details of an incremental algorithm to compute word similarities and outline some tests which show the method’s effectiveness.
Trevor P. Martin, Masrah Azmi-Murad
Added 28 Jun 2010
Updated 28 Jun 2010
Type Conference
Year 2005
Where WSTST
Authors Trevor P. Martin, Masrah Azmi-Murad
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