DocumentCode
2282321
Title
Concept Acquisition from Corpora: Using an Automatic Clustering Method Based on Chinese Measure Words
Author
Wang, Meng ; Zhu, Hong ; Yu, Shiwen
Author_Institution
Inst. of Comput. Linguistics, Peking Univ., Beijing
Volume
3
fYear
2008
fDate
9-12 Dec. 2008
Firstpage
295
Lastpage
298
Abstract
This paper presents a new concept representation based on measure words. Concepts are modeled as vectors with one component corresponding to each measure word. We propose a weighting scheme that assigns each measure word a weight in a concept. Then we conduct experiments to identify concept similarities via clustering, and the results show measure words can categorize most concept classes.
Keywords
natural language processing; pattern clustering; vocabulary; automatic clustering method; chinese measure word; concept acquisition; concept representation; Clustering methods; Computational intelligence; Computational linguistics; Equations; Frequency measurement; Gain measurement; Intelligent agent; Marine animals; Power measurement; Weight measurement; clustering; concept acquisition; measure words;
fLanguage
English
Publisher
ieee
Conference_Titel
Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM International Conference on
Conference_Location
Sydney, NSW
Print_ISBN
978-0-7695-3496-1
Type
conf
DOI
10.1109/WIIAT.2008.107
Filename
4740783
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