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
  • [21] Graph Based Word Sense Disambiguation
    Koppula, Neeraja
    Rani, B. Padmaja
    Rao, Koppula Srinivas
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS, ICCII 2016, 2017, 507 : 665 - 670
  • [22] WordNet Based Word Sense Disambiguation
    Sieminski, Andrzej
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, PT II: THIRD INTERNATIONAL CONFERENCE, ICCCI 2011, 2011, 6923 : 405 - 414
  • [23] Attribute knowledge mining for Chinese word sense disambiguation
    Duan, Jianyong
    Fu, Yao
    Li, Xia
    PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING, 2015, : 73 - 77
  • [24] An Equivalent Pseudoword Solution to Chinese Word Sense Disambiguation
    Lu, Zhimao
    Wang, Haifeng
    Yao, Jianmin
    Liu, Ting
    Li, Sheng
    COLING/ACL 2006, VOLS 1 AND 2, PROCEEDINGS OF THE CONFERENCE, 2006, : 457 - 464
  • [25] Integrate chinese semantic knowledge into word sense disambiguation
    School of Software, Harbin University of Science and Technology, Harbin
    150080, China
    不详
    150001, China
    不详
    150080, China
    不详
    116024, China
    不详
    LU1 3JU, United Kingdom
    Int. J. Hybrid Inf. Technol., 4 (105-116):
  • [26] Research on the method of word sense disambiguation based on target language bigram
    Harbin Inst of Technology, Harbin, China
    Ruan Jian Xue Bao, 10 (21-25):
  • [27] Chinese word sense disambiguation based on maximum entropy model with feature selection
    He J.-Z.
    Wang H.-F.
    Ruan Jian Xue Bao/Journal of Software, 2010, 21 (06): : 1287 - 1295
  • [28] Query expansion based on word sense disambiguation in Chinese question answering system
    Jia, Keliang
    Journal of Computational Information Systems, 2010, 6 (01): : 181 - 187
  • [29] Chinese word sense disambiguation based on bayesian model improved by information gain
    Harbin Engineering University, Harbin 150001, China
    不详
    Dianzi Yu Xinxi Xuebao, 2008, 12 (2926-2929):
  • [30] RESEARCH ON HOWNET-BASED CHINESE WORD LEXICAL SEMANTIC SIMILARITY MEASUREMENT
    Peng, Lin
    Zhang, Yue-Jie
    Zhang, Tao
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 282 - +