A new approach to query expansion

作者: Jian-Fu Li , Mao-Zu Guo , Shu-Hong Tian

DOI: 10.1109/ICMLC.2005.1527328

关键词:

摘要: Searching online text collections can be both rewarding and frustrating. On the same time valuable information found, typically many irrelevant documents are also retrieved relevant ones missed. Word mismatches between user's query document contents a main cause of retrieval failures. Expanding with related words improve search performance, but finding using is an open problem. basis previous approaches to expansion, this paper proposes new approach which combines two popular traditional methods -thesauri automatic relevance feedback. In terms theoretical analysis experiments, effective expansion for Web out-performs optimized, conventional approaches.

参考文章(10)
Fang Sheng, Xien Fan, Gary Thomas, Peter Ng, A knowledge-based approach to effective document retrieval Journal of Systems Integration. ,vol. 10, pp. 411- 436 ,(2001) , 10.1023/A:1011262119636
I. S. Nekrestyanov, N. V. Panteleeva, Text Retrieval Systems for the Web Programming and Computer Software. ,vol. 28, pp. 207- 225 ,(2002) , 10.1023/A:1016371117213
James Allan, Gerard Salton, Chris Buckley, The effect of adding relevance information in a relevance feedback environment international acm sigir conference on research and development in information retrieval. pp. 292- 300 ,(1994) , 10.5555/188490.188586
Kazem Taghva, Julie Borsack, Thomas Nartker, Allen Condit, The role of manually-assigned keywords in query expansion Information Processing and Management. ,vol. 40, pp. 441- 458 ,(2004) , 10.1016/J.IPM.2003.12.005
Jinxi Xu, W. Bruce Croft, Improving the effectiveness of information retrieval with local context analysis ACM Transactions on Information Systems. ,vol. 18, pp. 79- 112 ,(2000) , 10.1145/333135.333138
Shu-Sheng Liaw, Hsiu-Mei Huang, An investigation of user attitudes toward search engines as an information retrieval tool Computers in Human Behavior. ,vol. 19, pp. 751- 765 ,(2003) , 10.1016/S0747-5632(03)00009-8
Young Mee Chung, Jae Yun Lee, Optimization of some factors affecting the performance of query expansion Information Processing and Management. ,vol. 40, pp. 891- 917 ,(2004) , 10.1016/J.IPM.2003.11.003
Dan Moldovan, Adrian Novischi, Word sense disambiguation of WordNet glosses Computer Speech & Language. ,vol. 18, pp. 301- 317 ,(2004) , 10.1016/J.CSL.2004.05.007
George W. Furnas, Scott Deerwester, Susan T. Durnais, Thomas K. Landauer, Richard A. Harshman, Lynn A. Streeter, Karen E. Lochbaum, Information Retrieval using a Singular Value Decomposition Model of Latent Semantic Structure international acm sigir conference on research and development in information retrieval. ,vol. 51, pp. 465- 480 ,(1988) , 10.1145/3130348.3130358
F. Cuna Ekmekcioglu, Alexander M. Robertson, Peter Willett, Effectiveness of query expansion in ranked-output document retrieval systems Journal of Information Science. ,vol. 18, pp. 139- 147 ,(1992) , 10.1177/016555159201800208