DocumentCode :
3063695
Title :
Formation and Simulation on Chinese Lexical Networks
Author :
Li, Jinze ; Li, Jianyu ; Yang, Zhanxin ; Xiao, Feng
Author_Institution :
Sch. of Comput. Sci., Commun. Univ. of China, Beijing, China
fYear :
2012
fDate :
23-26 June 2012
Firstpage :
614
Lastpage :
618
Abstract :
The phrase networks of Chinese show small world, scale-free and disassortative mixing features in our previous paper [10]. Here semantical relationships are considered to explain the small world feature. Then we simulate the formation of Chinese phrases using weighted graph theory. The weighted graph model generates power-law distributions and disassortative mixing as the empirical networks, which effectively explain the origin, formation and evolution of Chinese phrases.
Keywords :
computational linguistics; graph theory; natural language processing; Chinese lexical networks; Chinese phrases; disassortative mixing features; phrase networks; power-law distributions; scale-free features; semantical relationships; small world features; weighted graph model; weighted graph theory; Complex networks; Dictionaries; Educational institutions; Equations; Mathematical model; Organizations; Semantics; complex network; scale-free; small world;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Sciences and Optimization (CSO), 2012 Fifth International Joint Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-1365-0
Type :
conf
DOI :
10.1109/CSO.2012.140
Filename :
6274801
Link To Document :
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