Research of Chinese Word Sense Disambiguation Based on HowNet

被引:0
|
作者
Zhan, Jingwen [1 ]
Chen, Yanmin [1 ]
机构
[1] China Jiliang Univ, Coll Informat Engn, Hangzhou 310018, Zhejiang, Peoples R China
关键词
Word Sense Disambiguation; Natural Language Processing; HowNet; Dependency Grammar Analysis; Semantic Relevancy;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A Chinese word sense disambiguation algorithm based on HowNet is proposed in this paper. After extracting the ambiguous words in the text, the correlative words which restrict the word sense in the context can be found by using dependency grammar analysis. Finally, by computing the semantic relevancy between the atomic term of ambiguous words and the correlative words, the correct meaning of the ambiguous word can be determined by the value of the semantic relevancy. Experimental results show that the method has a good effect on Chinese word sense disambiguation.
引用
收藏
页码:477 / 482
页数:6
相关论文
共 50 条
  • [1] Chinese word sense disambiguation using HowNet
    Zhang, YT
    Gong, L
    Wang, YC
    ADVANCES IN NATURAL COMPUTATION, PT 1, PROCEEDINGS, 2005, 3610 : 925 - 932
  • [2] A Tibetan Word Sense Disambiguation Method Based on HowNet and Chinese-Tibetan Parallel Corpora
    Jiang, Xinmin
    Qiu, Lirong
    Li, Yeqing
    TRUSTWORTHY COMPUTING AND SERVICES (ISCTCS 2014), 2015, 520 : 152 - 159
  • [3] The Research of Chinese Name Entity Disambiguation Based On Word Sense Disambiguation
    Wang, Gang
    PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ELECTRONIC TECHNOLOGY, 2015, 6 : 412 - 416
  • [4] Chinese word sense disambiguation based on neural networks
    刘挺
    卢志茂
    郎君
    李生
    Journal of Harbin Institute of Technology(New series), 2005, (04) : 408 - 414
  • [5] Research on Word Sense Disambiguation
    Zhan, Jingwen
    Chen, Yanmin
    ADVANCED MATERIALS SCIENCE AND TECHNOLOGY, PTS 1-2, 2011, 181-182 : 337 - 342
  • [6] Chinese Word Sense Disambiguation Based on Beam Search
    Zhang Chun-Xiang
    He Shan
    Gao Xue-Yao
    Lu Zhi-Mao
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (11): : 209 - 216
  • [7] Chinese word sense disambiguation based on beam search
    School of Software, Harbin University of Science and Technology, Harbin, China
    不详
    不详
    Int. J. Secur. Appl., 11 (209-216):
  • [8] Word Sense Disambiguation for Chinese Based on Semantics Calculation
    Liu, Yuntong
    Sun, Hua
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [9] Research of Word Sense Disambiguation Based on Soft Pattern
    Jia, Ke-liang
    COMPONENTS, PACKAGING AND MANUFACTURING TECHNOLOGY, 2011, 460-461 : 130 - 135
  • [10] Word Sense Indicators: Effective Feature for Chinese Word Sense Disambiguation
    Quan, Changqin
    Ren, Fuji
    He, Tingting
    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2009, 12 (05): : 1157 - 1164