DocumentCode
2118667
Title
An Improved Word Similarity Algorithm Based on Semantic
Author
Si Dongsen ; Boyan, Cao ; Li Zengzhi ; Qiang, Gao
Author_Institution
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
fYear
2010
fDate
24-26 Dec. 2010
Firstpage
78
Lastpage
81
Abstract
Put forward a word similarity algorithm based on thesaurus.Made two changes to the structure of Thesaurus to accurately reflect the semantic distance. The algorithm took into account the thesaurus classification for different parts of speech, the thesaurus density, the relationship between words and so on. Experiments show that this method can significantly improve the quality of similarity calculation.
Keywords
classification; text analysis; thesauri; improved word similarity algorithm; parts of speech; semantic distance; thesaurus classification; thesaurus density; Algorithm design and analysis; Classification algorithms; Computers; Dictionaries; Semantics; Thesauri; Semantic; Similarity; Thesaurus;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ISISE), 2010 International Symposium on
Conference_Location
Shanghai
ISSN
2160-1283
Print_ISBN
978-1-61284-428-2
Type
conf
DOI
10.1109/ISISE.2010.33
Filename
5945056
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