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一种面向微博的查询扩展方法 被引量：6

A Query Expansion Method for Micro-blog
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摘要 运用查询扩展中的局部反馈技术和伪文档反馈技术,提出一种面向微博的查询扩展方法。将候选词分为3个层级进行考察,分别为主题-词语层、文档-词语层和词语-词语层,对应3个层次提出权重计算方法和相似度计算方法。最后,通过实验对方法进行分析比较,实验结果显示,综合考虑主题-词语权重和文档-词语权重得到的扩展词更能满足用户的需求。 In this paper, a query expansion method was proposed for micro-blog, which uses local query expansion and pseudo-feedback technology documentation feedback technology. We divides candidate words into three levels, respectively theme-words layer, documents-word layer and the words-words layer, corresponding to the three levels proposed similarity calculation method of calculation and weights. Finally, experiments were analyzed by the method. The experimental results show that, the received extended-words considering the topic-word weights and documents-word weights were better to meet the users＇ satisfaction.
作者 唐晓波 房小可
机构地区 武汉大学信息管理学院
出处 《图书情报工作》 CSSCI 北大核心 2014年第1期130-135,共6页 Library and Information Service
基金 国家自然科学基金项目"社会化媒体集成检索与语义分析方法研究"(项目编号:71273194) 武汉大学2013年研究生自主科研项目(项目编号:2013104010206)研究成果之一
关键词 微博 查询扩展 潜在语义分析 TF-IDF 相似度 micro-blog query expansion latent semantic analysis TF-IDF similarity
分类号 G354 [文化科学—情报学]
  • 相关文献

参考文献23

  • 1Purcell K,Brenner J,Rainie L. Search-engine-use-2012[EB/OL].http://pewinternet.org/Reports/2012/Search-Engine-Use-2012,2013.
  • 2Manning C D. Introduction to information retrieval[M].New York:Cambridge University Press,2008.3-4.
  • 3Caro G C,Benavides C L,Yates B R. Web queries:The tip of the iceberg of the user' s intent[A].New York:ACM,2011.
  • 4Yates R B,Neto B R. Modern information retrieval[M].New York:Addison-Wesley Professional,1999.117-118.
  • 5中国互联网信息中心.第31次中国互联网络发展状况统计报告.
  • 6Weerkamp W. Finding people and their utterances in social media[D].Netherlands:University of Amsterdam,2011.
  • 7Abberley D,Kirby D,Renal S. The THISL broadcast news retrieval system[A].Cambridge:Mathematical Overview,1999.19-24.
  • 8丁国栋,白硕,王斌.一种基于局部共现的查询扩展方法[J].中文信息学报,2006,20(3):84-91. 被引量：44
  • 9Qiu Yonggang,Frei H P. Concept based query expansion[A].New York:ACM,1993.160-169.
  • 10Harman D. Relevance feedback revisited[A].New York:ACM,1992.1-10.

二级参考文献34

  • 1Ruthven I,Lalmas M.A survey on the use of relevance feedback for information access systems[J].The Knowledge Engineering Review,2003,18(2):95-145.
  • 2Harman D.Relevance feedback revisited[C]// Proceedings of the 15th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,1992:1-10.
  • 3Xu J,Croft W B.Query expansion using local and global document analysis[C]//Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,1996:4-11.
  • 4Orengo V M,Huyck C.Relevance feedback and cross-language information retrieval[J].Information Processing & Management,2006,42(5):1203-1217.
  • 5Ballestors L A,Croft W B.Phrasal translation and query expansion techniques for cross-language information retrieval[C]// Proceedings of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,1997:84-91.
  • 6McNamee P,Mayfield J.Comparing cross-language query expansion techniques by degrading translation resources[C]// Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,2002:159-166.
  • 7Gao J F,et al.TREC-9 CLIR Experiments at MSRCN[C]// Proceedings of the 9th Text Retrieval Conference,2001:343-353.
  • 8Lavrenko V,Croft W B.Relevance-based language models[C]// Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,2001:120-127.
  • 9Wu Dan,He Daqing.ICE-TEA:an Interactive Cross-language Search Engine with Translation Enhancement[C]// Proceedings of 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,2008:882.
  • 10Buckley C.,Singhal A.,Mitra M.,and Salton G.New retrieval approaches using SMART[A].In:proceedings of the 4th Text Retrieval Conference (TREC-4)[C],D.K.Harman,Ed.National Institute of Standards and Technology,Gaithersburg,MD,1995,25-48.

共引文献91

同被引文献160

  • 1马晖男,吴江宁,潘东华.一种基于同义词词典的模糊查询扩展方法[J].大连理工大学学报,2007,47(3):439-443. 被引量：18
  • 2Xu J, Croft B W, Improving the effectiveness of informational retrieval with local context analysis[ J]. ACM Transactions on information systems, 2000, 15( 1 ) : 79-112.
  • 3Nagmoti R, Teredesai A, De C M. Ranking approaches for microblog search [ C]// Proceedings of 2010 IEEE/ WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Tacoma, USA, 2010: 153-157.
  • 4Anagnostopoulos L, Kolias V, Mylonas P. Socio-semantic query expansion using Twitter hashtags [ C ]// Proceedings of 7th International Workshop on Semantic and Social Media Adaptation and Personalization, Luxembourg, SMAP, 2012: 29-34.
  • 5Massoudi K,Tsagkias M, Rijke M D, et al. Incorporating query expansion and quality indicators in searching microblog posts [ C ]//Proceedings of ECIR 2011, LNCS 6611, 2011 : 362-367.
  • 6Aboulnaga Y, Charles L A. Frequent itemset mining for query expansion in microblog adhoc search [ EB/OL ]. [ 2013-01-07 -1. http://trec, nist. gov/pubs/trec21/ papers/waterloo, microblog, nb. pdf.
  • 7Lau C H, Li Y F, Tjondronegoro D. Microblog retrieval using topical features and query expansion [ DB/OL]. [ 2012431-20 ]. http://trec, nist. gov/pubs/trec20/ papers/QUT1, microblog, pdf.
  • 8Whiting S, Klampanos I A, Jose J M. Temporal pseudo- relevance feedback in microblog retrieval [ DB/OL ]. [ 2012431-20 ]. http://trec, hist. gov/pnbs/trec20/ papers/ UGLA-D. microblog, update, pdf.
  • 9Bandyopadhyay A, Mitra M, Majumder P. Query expansion for microblog retrieval [ DB/OL ]. [ 2012431-20 ]. http://trec, nist. gov/pubs/trec20/papers/IRSI, microblog. update, pdf.
  • 10Saad A, Din E, Magdy W. Web-based pseudo relevance feedback for microblog retrieval [ DB/OL]. [ 2013-01- 07 ]. http ://trec. nist. gov/pubs/trec21/papers/QCRI. microblog, final, pdf.

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