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Exploiting Semantic Coherence Features for Information Retrieval

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成果类型:
会议论文
作者:
Tu, Xinhui*;Huang, Jimmy Xiangji;Luo, Jing;He, Tingting(何婷婷
通讯作者:
Tu, Xinhui
作者机构:
[He, Tingting; Huang, Jimmy Xiangji; Tu, Xinhui] Cent China Normal Univ, Sch Comp Sci, Wuhan, Hubei, Peoples R China.
[Huang, Jimmy Xiangji] York Univ, Sch Informat Technol, Toronto, ON, Canada.
[Luo, Jing] Wuhan Univ Sci & Technol, Sch Comp Sci, Wuhan, Hubei, Peoples R China.
通讯机构:
[Tu, Xinhui] C
Cent China Normal Univ, Sch Comp Sci, Wuhan, Hubei, Peoples R China.
语种:
英文
关键词:
Document ranking;Retrieval model;Term weighting
期刊:
SIGIR'16: PROCEEDINGS OF THE 39TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL
年:
2016
页码:
837-840
会议名称:
39th International ACM SIGIR conference on Research and Development in Information Retrieval
会议时间:
JUL 17-21, 2016
会议地点:
Pisa, ITALY
会议主办单位:
[Tu, Xinhui;Huang, Jimmy Xiangji;He, Tingting] Cent China Normal Univ, Sch Comp Sci, Wuhan, Hubei, Peoples R China.^[Huang, Jimmy Xiangji] York Univ, Sch Informat Technol, Toronto, ON, Canada.^[Luo, Jing] Wuhan Univ Sci & Technol, Sch Comp Sci, Wuhan, Hubei, Peoples R China.
会议赞助商:
ACM SIGIR
出版地:
1515 BROADWAY, NEW YORK, NY 10036-9998 USA
出版者:
ASSOC COMPUTING MACHINERY
ISBN:
978-1-4503-4069-4
基金类别:
National Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61572223]; Natural Sciences & Engineering Research Council (NSERC) of CanadaNatural Sciences and Engineering Research Council of Canada (NSERC); NSERC CREATE award
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
摘要:
Most of the existing information retrieval models assume that the terms of a text document are independent of each other. These retrieval models integrate three major variables to determine the degree of importance of a term for a document: within document term frequency, document length and the specificity of the term in the collection. Intuitively, the importance of a term for a document is not only dependent on the three aspects mentioned above, but also dependent on the degree of semantic coherence between the term and the document. In this paper, we propose a heuristic approach, in which ...

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