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Study on Interactive Query Expansion Based on User’s Perspective
Received date: 2014-01-06
Revised date: 2014-02-16
Online published: 2014-03-05
The traditional query expansion method cannot disambiguate the semantic deviation and ambiguity between users' query intensions and search results, while the interactive one can effectively help users quickly and accurately find the information they need from the mass of network resources, that provides users with satisfactory results.Based on literature research and questionnaires, this paper conducts an empirical analysis on the usage and demand of interactive query expansion, the reasons why people use it, and its evaluation and recommendations.It also proposes that the future research priorities and main developing trends include simple operating mode, personalized query expansion, humanized interactive display, precise search results and mobile search environment.
Key words： interactive query expansion; query expansion; user
Huang Weiqun . Study on Interactive Query Expansion Based on User’s Perspective[J]. Library and Information Service, 2014 , 58(05) : 98 -103 . DOI: 10.13266/j.issn.0252-3116.2014.05.017
[1] 孙在金.基于用户认知的信息检索研究[D].郑州：郑州大学, 2011.
[2] 陈晓金,王兵.信息检索扩展技术研究[J].图书情报工作, 2008,52(12): 88-91.
[3] Bhatta M, Rahayub W, Sonib S P, et al.Ontology driven semantic profiling and retrieval in medical information systems[J].Journal of Web Semantics,2009,7(4):317-331.
[4] 柳巧玲,尚艳艳.基于领域本体的语义知识检索研究[J].图书情报工作,2011,55(6):61-65.
[5] 朱海龙, 王宏伟.基于领域本体的交互式语义查询扩展模型研究[EB/OL].[2014-01-03].http://cpfd.cnki.com.cn/Area/CPFDCoNFArticlelist-QHIS201207001.htm.
[6] Wu I-Chin, Chen Guan-Wei, Hsu Jia-Lien, et al.An entropy-based query expansion approach for learning researchers' dynamic information needs[J].Knowledge-Based Systems, 2013,52:133-146.
[7] Segura N A, Sánchez S, García-Barriocanal E, et al.An empirical analysis of ontology-bas ed query expansion for learning resource searches using Merlot and the Gene ontology[J].Knowledge-Based Systems, 2011,24(1):119-133.
[8] Kumar N, Carterette B.Time based feedback and query expansion for Twitter search[C]//Serdyukov P, Braslavski P.Advances in Information Retrieval.Berlin:Springer Berlin Heidelberg, 2013:734-737.
[9] Gao Ke, Zhang Yongdong, Zhang Dongming, et al.Accurate off-line query expansion for large-scale mobile visual search[J].Signal Processing,2013,93(8): 2305-2315.
[10] 张玉连,刘娟,齐峰,等.基于摘要和日志中相关词共现策略的移动查询扩展[J].现代图书情报技术,2009,25(10):40-44.
[11] 王忠民,霍艺伟,邓万宇.基于环境信息的移动搜索个性化查询扩展[J].计算机科学,2013,40(9):182-189.
[12] Harman D.Towards interactive query expansion[C]//SIGIR '88 Proceedings of the 11th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval.New York: ACM,1988: 321-331.
[13] Ruthven I.Re-examining the potential effectiveness of interactive query expansion[C]//Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval.New York: ACM,2003: 213-220.
[14] Diriye A, Tombros A, Blandford A.A little interaction can go a long way: Enriching the query formulation process[C]//Baeza-Yates R, Zaragoza H.Advances in Information Retrieval.Berlin:Springer Berlin Heidelberg,2012:531-534.
[15] Joho H, Coverson C.Hierarchical presentation of expansion terms[C]//Proceedings of the 17th ACM Symposium on Applied Computing.New York: ACM Magazines and Online Publications, 2002:645-649.
[16] 魏群义, 何希, 霍然, 等.读者检索行为研究综述[J].图书情报工作, 2012,56(15):131-134.
[17] 沙勇忠,任立肖.网络用户信息查询行为研究述评[J].图书情报工作,2005:49(1):128-132.
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