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A similarity algorithm based on the generality and individuality of words

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成果类型:
期刊论文、会议论文
作者:
Zou, Yinfeng;Ouyang, Chunping*;Liu, Yongbin;Yang, Xiaohua;Yu, Ying
通讯作者:
Ouyang, Chunping
作者机构:
[Ouyang, Chunping; Yang, Xiaohua; Liu, Yongbin; Yu, Ying; Zou, Yinfeng] Univ South China, Sch Comp Sci & Technol, Hengyang 421001, Peoples R China.
通讯机构:
[Ouyang, Chunping] U
Univ South China, Sch Comp Sci & Technol, Hengyang 421001, Peoples R China.
语种:
英文
关键词:
Artificial intelligence;Computer science;Computers;Correlation methods;Classic algorithm;Concept description;HowNet;nocv1;Pearson correlation coefficients;Popular platform;Similarity algorithm;Similarity evaluation;Words similarity;Correlation methods;Natural language processing systems
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2016
卷:
10102
页码:
549-558
会议名称:
第五届自然语言处理与中文计算会议(NLPCC-ICCPOL2016)
会议论文集名称:
第五届自然语言处理与中文计算会议(NLPCC-ICCPOL2016)论文集
会议时间:
2016-12-02
会议地点:
昆明
会议主办单位:
Kunming Univ Sci & Technol
会议赞助商:
中国计算机学会
主编:
Lin, CY Xue, N Zhao, D Huang, X Feng, Y
出版地:
GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND
出版者:
SPRINGER INTERNATIONAL PUBLISHING AG
ISBN:
978-3-319-50496-4; 978-3-319-50495-7
基金类别:
This research work is supported by National Science Foundation of China (No. 61402220, No. 61502221), the Scientific Research Fund of Hunan Provincial Education Department (No. 14B153, No. 16C1378, No. 15C1186), the Philosophy and Social Science Foundation of Hunan Province (No. 14YBA335).
机构署名:
本校为第一且通讯机构
院系归属:
计算机科学与技术学院
摘要:
“HowNet” is a popular platform of Chinese text similarity calculation. The study has found that there is still some short-comings about the effect of “HowNet” architecture, the organization of vocabulary, concept description on word similarity measurement. In hence, on the basis of analyzing the generality and individuality of words in “HowNet”, a similarity algorithm based on the generality and individuality of words is proposed. Furthermore, experimental data is from NLPCC-ICCPOL 2016 Chinese words similarity evaluation task data set. E...

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