DocumentCode :
3052648
Title :
Chinese word similarity computing
Author :
Lei Li ; Zhiqing Wang
Author_Institution :
Center for Intell. Sci. & Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear :
2012
fDate :
21-23 Sept. 2012
Firstpage :
619
Lastpage :
623
Abstract :
This paper studies Chinese word similarity computing. A 3D model is proposed for representing word meaning based on different points of view. The first one is the view of primitive from Hownet, the second one is the view of words´ occurrence in sentences from a specific corpus, and the third one is the view of well known background knowledge from online resources. A Chinese content word is represented in a 3D model. Similarity of two words is computed according to it. Experiments on Chinese news have shown that this method could perform better than existed ones based only on one point of view.
Keywords :
natural language processing; 3D model; Chinese content word; Chinese news; Chinese word similarity computing; Hownet; natural language processing applications; points of view; word meaning; Computational modeling; Educational institutions; Electronic publishing; Encyclopedias; Internet; Solid modeling; 3D model; Hownet; Specific corpus; Wikipedia;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Network Infrastructure and Digital Content (IC-NIDC), 2012 3rd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2201-0
Type :
conf
DOI :
10.1109/ICNIDC.2012.6418829
Filename :
6418829
Link To Document :
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