Namita Mittal, R. Nayak, M. C. Govil, K. C. Jain, Mnit Jaipur
{"title":"Dynamic Query Expansion for Efficient Information Retrieval","authors":"Namita Mittal, R. Nayak, M. C. Govil, K. C. Jain, Mnit Jaipur","doi":"10.1109/WISM.2010.180","DOIUrl":null,"url":null,"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.","PeriodicalId":119569,"journal":{"name":"2010 International Conference on Web Information Systems and Mining","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 International Conference on Web Information Systems and Mining","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WISM.2010.180","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.