Dynamic Query Expansion for Efficient Information Retrieval

Namita Mittal, R. Nayak, M. C. Govil, K. C. Jain, Mnit Jaipur
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引用次数: 2

Abstract

Words inter-relationships have always been center for Information Retrieval. Researchers have successfully used query expansion to help a user in his search need. Global Analysis and Local Analysis are popularly used query expansion methods for this purpose. This paper presents a comparative study of query expansion with dynamic document analysis and thesaurus based analysis. Precision of the results retrieved for the initial query increases with the addition of varying number of words to the query term. Using the dynamic document analysis relevance increases successively when number of words added goes up to four.
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面向高效信息检索的动态查询扩展
词语的相互关系一直是信息检索的中心问题。研究人员已经成功地使用查询扩展来帮助用户满足他的搜索需求。全局分析和局部分析是用于此目的的常用查询展开方法。本文对基于动态文档分析和基于词库分析的查询扩展进行了比较研究。为初始查询检索的结果的精度随着向查询词中添加不同数量的单词而增加。使用动态文档分析,当添加的单词数增加到4个时,相关性依次增加。
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