Query association surrogates for Web search
Collection sizes, query rates, and the number of users of Web search engines are increasing. Therefore, there is continued demand for innovation in providing search services that meet user information needs. In this article, we propose new techniques to add additional terms to documents with the goa...
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| Veröffentlicht in: | Journal of the American Society for Information Science and Technology 2004-05, Vol.55 (7), p.637-650 |
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| container_title | Journal of the American Society for Information Science and Technology |
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| creator | Scholer, Falk Williams, Hugh E. Turpin, Andrew |
| description | Collection sizes, query rates, and the number of users of Web search engines are increasing. Therefore, there is continued demand for innovation in providing search services that meet user information needs. In this article, we propose new techniques to add additional terms to documents with the goal of providing more accurate searches. Our techniques are based on query association, where queries are stored with documents that are highly similar statistically. We show that adding query associations to documents improves the accuracy of Web topic finding searches by up to 7%, and provides an excellent complement to existing supplement techniques for site finding. We conclude that using document surrogates derived from query association is a valuable new technique for accurate Web searching. |
| doi_str_mv | 10.1002/asi.20011 |
| format | Article |
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Am. Soc. Inf. Sci</addtitle><date>2004-05</date><risdate>2004</risdate><volume>55</volume><issue>7</issue><spage>637</spage><epage>650</epage><pages>637-650</pages><issn>1532-2882</issn><issn>2330-1635</issn><eissn>1532-2890</eissn><eissn>2330-1643</eissn><abstract>Collection sizes, query rates, and the number of users of Web search engines are increasing. Therefore, there is continued demand for innovation in providing search services that meet user information needs. In this article, we propose new techniques to add additional terms to documents with the goal of providing more accurate searches. Our techniques are based on query association, where queries are stored with documents that are highly similar statistically. We show that adding query associations to documents improves the accuracy of Web topic finding searches by up to 7%, and provides an excellent complement to existing supplement techniques for site finding. 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| identifier | ISSN: 1532-2882 |
| ispartof | Journal of the American Society for Information Science and Technology, 2004-05, Vol.55 (7), p.637-650 |
| issn | 1532-2882 2330-1635 1532-2890 2330-1643 |
| language | eng |
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| source | Wiley-Blackwell Journals; Business Source Complete |
| subjects | Accuracy Anchors Computer science Documents Electronic documents Exact sciences and technology Experiments Feedback Hypermedia Information and communication sciences Information Needs Information processing and retrieval Information retrieval Information retrieval. Man machine relationship Information science. Documentation Online information retrieval Online Searching Queries Query associations Research process. Evaluation Retrieval performance measures Sciences and techniques of general use Search engines Searching Similarity Studies Terminology Usability User Needs (Information) World Wide Web |
| title | Query association surrogates for Web search |
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