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