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基于词条权值的相关反馈算法在Web信息检索中的应用 被引量:4

Applying Relevance Feedback to Information Retrieval Using Keyword and Weight Algorithms
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摘要 相关反馈技术是近年来信息检索技术研究的热点。本文首先介绍了传统信息检索技术的原理和存在的问题 ;接着概述了相关反馈技术的原理与过程 ;随后介绍词条及其权值算法并应用到相关反馈技术中去 ,提高信息检索的效果 ; Relevance feedback is a highlighted topic of information retrieval in recent years.In this paper,first the principle and existing questions in the traditional information retrieval are introduced.Then the architecture and characteristic of information retrieval using relevance feedback are reviewed.The following analyzes the keyword and weight algorithms and applies it into information retrieval.At last results of the algorithms are evaluated.
出处 《情报学报》 CSSCI 北大核心 2002年第6期668-673,共6页 Journal of the China Society for Scientific and Technical Information
基金 国家自然科学基金资助 (No.6 0 0 730 30 ) 教育部科学技术研究重点项目资助
关键词 WEB信息检索 记号条 权值算法 相关反馈 ROCCHIO 向量空间模型 搜索引擎 relevance feedback,VSM,information retrieval.
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  • 1[1]Keith Bradley,Richael Rafter & Barry Smyth. Case-based User Profiling for Content Personalization.In Proceedings of the In- ternal Conference on Adaptive Hypermedia and Adaptive Web-based System,Trento,Italy,August 2000
  • 2[2]Mei Kobayashi and Koichi Takeda. Information Retrieval on the Web. IBM Research,Tokyo Research Laboratory,IBM Japan,Ltd.
  • 3[3]Scott Deerwester,Susan T. Dumais,Gore W. Furnas,Thomas K. Landauer, and Richard Harshman. Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science,1990,41(6):391~407
  • 4[4]Furnas,G.W.,Landauer,T.K.,Gomez,L.M.,and Dumais,S.T. Statistical Semantics:Analysis of the potential performance of key-word information systems. Bell System Technical Journal,1983,62(6):1753~1806
  • 5[5]W. B. Croft,R.Cook, and D. Wilder. Providing Government Information on the Internet Experience with Thomas. Proc Digital Libraries Conference,pp19~25,1995
  • 6[6]G. II. Automatic test processing:the transformation analysis and retrieval of information by computer. Addison-Wesly,1989
  • 7[7]David Hawking,Nick Craswell,and Donna Harman. Results and Challenges in Web Search Evaluation. Proceedings of the Eighth International World Wide Web Conference,1999
  • 8[8]Gerard II, A. Wong and C.S.Yang. A Vector Space Model for Automatic Indexing. Communications of the ACM,1975,18(5):613~620
  • 9[9]James Allan. Incremental Relevance Feedback for Information Filtering. In Proceedings of SIGIR '96, August 1996,Zurich Switzerland
  • 10[10]J.J.Rocchio. Relevance Feedback in information Retrieval G.11,Ed. SMART Retrieval System,Prentice Hall,pp.313~323,1971

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