|
|
User Relevance Feedback for Information Retrieval System |
Chen Dingquan |
(The Documentation and Information Center of CAS, Beijing 100080,China) |
|
|
Abstract Based on vector space model and probability model, this paper elaborates how to adopt relevance feedback from user to improve information retrieval performance,it also discusses how does relevance feedback expand query and reweight terms .
|
Received: 14 March 2002
Published: 25 August 2002
|
|
Corresponding Authors:
Chen Dingquan
|
About author:: Chen Dingquan |
[1] Ricardo Baeza-Yates, Berthier Ribeiro-Neto.Modern Information Retrieval.England:Addison-Wesley,1999
[2] IJsbrand J.Aalbersberg.Incremental Relevance Feedback.SIGIR'92:Proceeding of the 15th ACM SIGIR Conference on Research and Development in Information Retrieval,11-22,1992
[3] Gerald Kowalski.Information Retrieval System: Theory and Implementation(2nd).USA:Kluwer Academic Publishers,1998
[4] Zhixiang Chen, Xiannong Meng, Richard H. Fowler.FEATURES:Real-Time Adaptive Feature and Document Learning for Web Search.J. of The American Society for Information and Technology,2001,52(8):655-665.
[5] Donna Harman.Relevance Feedback Revisited.SIGIR'92:Proceeding of the 15th ACM SIGIR Conference on Research and Development in Information Retrieval,1-10,1992.
[6] W.B. Croft.Experiments with representation in a document retrieval system.Information Technology:Research and Development,1983,2(1):1-21.
[7] D.J.Harper and C.J. van Rijsbergen.An evaluation of feedback in document retrieval retrieval using co-occurrence data .J. of Documentation,1978,34(3):180-216.
[8] D.J.Harper.Relevance Feedback in Document Retrieval System: An Evaluation of Probability Strategies.PhD thesis, Jesus College,Cambridge,England,1980.
[9] H.Wu, G.Salton.The estimation of term relevance weights using relevance feedback.J.ofDocumentation,1981,37(4):194-214
[10] Makoto Iwayama.Relevance Feedback with a Small Number of Relevance Judgements: Incremental Relevance Feedback vs. Document Clustering.SIGIR'2000:Proceeding of the 15th ACM SIGIR Conference on Research and Development in Information Retrieval,10-16,2000.
[11] 陶跃华,孙茂松.搜索引擎中相关性反馈技术.情报理论与实践,2001,24(4):295-297
[12] 战学刚.中文信息检索中的相关反馈.计算机科学,2000,27,37-42 |
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|