Eliciting better information need descriptions from users of information search systems
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摘要
In this paper we investigate the effectiveness of a technique for eliciting more robust information need descriptions from users of information systems. We propose that such a technique can be used to elicit terms from users for use in query expansion and as a follow-up when ambiguous queries are initially posed. We design a feedback form to obtain additional information from users, administer the form to users after initial querying, and create a series of experimental runs based on the information that we obtained from the form. Results demonstrate that the form was successful at eliciting more information from users and that this additional information significantly improved retrieval performance. Our results further demonstrate a strong relationship between query length and performance.
论文关键词:Information needs,Query formulation,Information retrieval system interfaces,User feedback
论文评审过程:Received 4 October 2005, Revised 21 March 2006, Accepted 21 March 2006, Available online 5 June 2006.
论文官网地址:https://doi.org/10.1016/j.ipm.2006.03.006