Presentation 2006-07-13
Word Space : A New Approach to Describe Word Meanings
Hiroshi OHNISHI, Yuichi YAGUCHI, Kenta YAMAKI, Ryuichi OKA, Keitaro NARUSE,
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Abstract(in English) The purpose of this research is to acquire new knowledge about the meanings of words by arranging the words in space. We allocated the words and displayed their relationship with each other in a three-dimensional space with a method called Associated Keyword Space (ASKS). In the experiment, the data obtained by ASKS were compared with Thesaurus. com and WordNet, conventional methods of meaning description. The result of the experiment showed two important points. First, the strength of each meaning of a verb with polysemy was expressed by the visual relationship with and distance to associated words. Second, polysemy of the verb was expressed by the extension of the synonyms.
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Keyword(in English) Nonlinear Multidimensional Scaling / Association Words / Word Similarity
Paper # DE2006-75
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Committee DE
Conference Date 2006/7/6(1days)
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Registration To Data Engineering (DE)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Word Space : A New Approach to Describe Word Meanings
Sub Title (in English)
Keyword(1) Nonlinear Multidimensional Scaling
Keyword(2) Association Words
Keyword(3) Word Similarity
1st Author's Name Hiroshi OHNISHI
1st Author's Affiliation University of Aizu()
2nd Author's Name Yuichi YAGUCHI
2nd Author's Affiliation University of Aizu
3rd Author's Name Kenta YAMAKI
3rd Author's Affiliation University of Aizu
4th Author's Name Ryuichi OKA
4th Author's Affiliation University of Aizu
5th Author's Name Keitaro NARUSE
5th Author's Affiliation University of Aizu
Date 2006-07-13
Paper # DE2006-75
Volume (vol) vol.106
Number (no) 149
Page pp.pp.-
#Pages 6
Date of Issue