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Using the current browsing context to improve search relevance

Published: 26 October 2008 Publication History

Abstract

In this paper, we investigate the problem of improving the relevance of a Web search engine by adapting it to the dynamic needs of the user. We examine a representative case of sudden information need change, namely the exposure of the user to news data. In our earlier work we showed that the majority of queries submitted by users after browsing documents in the news domain are related to the most recently browsed document. We explore several methods of biasing the search by performing query expansion and re-ranking of the search results of a major search engine for queries identified as good candidates for contextualization. We show that these methods highly increase the similarity between the obtained top 10 search results and the most recently browsed document.

References

[1]
S. Cucerzan. Large-scale named entity disambiguation based on Wikipedia data. In EMNLP-CoNLL'07, pages 708--716, 2007.
[2]
M. Rahurkar and S. Cucerzan. Predicting when browsing context is relevant to search. In SIGIR'08, pages 842--842, 2008.
[3]
M. Speretta and S. Gauch. Personalized search based on user search histories. In IEEE - Web Intelligence, pages 622--628, 2005.
[4]
J. Teevan, S. T. Dumais, and E. Horvitz. Personalizing search via automated analysis of interests and activities. In SIGIR'05, pages 449--456, 2005.

Cited By

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  • (2015)Predicting Search Intent Based on Pre-Search ContextProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/2766462.2767757(503-512)Online publication date: 9-Aug-2015
  • (2012)Anticipatory searchProceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval10.1145/2348283.2348456(1035-1036)Online publication date: 12-Aug-2012

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  1. Using the current browsing context to improve search relevance

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    cover image ACM Conferences
    CIKM '08: Proceedings of the 17th ACM conference on Information and knowledge management
    October 2008
    1562 pages
    ISBN:9781595939913
    DOI:10.1145/1458082
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 26 October 2008

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    Author Tags

    1. contextualized
    2. query expansion
    3. query logs
    4. web search

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    CIKM08
    CIKM08: Conference on Information and Knowledge Management
    October 26 - 30, 2008
    California, Napa Valley, USA

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    Overall Acceptance Rate 1,861 of 8,427 submissions, 22%

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    • (2015)Predicting Search Intent Based on Pre-Search ContextProceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/2766462.2767757(503-512)Online publication date: 9-Aug-2015
    • (2012)Anticipatory searchProceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval10.1145/2348283.2348456(1035-1036)Online publication date: 12-Aug-2012

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