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Exploiting click-through data for entity retrieval

Published: 19 July 2010 Publication History

Abstract

We present an approach for answering Entity Retrieval queries using click-through information in query log data from a commercial Web search engine. We compare results using click graphs and session graphs and present an evaluation test set making use of Wikipedia "List of" pages.

References

[1]
Ricardo Baeza-Yates and Alessandro Tiberi. Extracting semantic relations from query logs. In KDD, 2007.
[2]
Tao Cheng, Xifeng Yan, and Kevin Chen-Chuan Chang. Entityrank: searching entities directly and holistically. In VLDB, 2007.
[3]
Nick Craswell and Martin Szummer. Random walks on the click graph. In SIGIR, 2007.
[4]
Desislava Petkova and W. Bruce Croft. Proximity-based document representation for named entity retrieval. In CIKM, 2007.
[5]
Gu Xu, Shuang-Hong Yang, and Hang Li. Named entity mining from click-through data using weakly supervised latent dirichlet allocation. In KDD, 2009.

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    cover image ACM Conferences
    SIGIR '10: Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
    July 2010
    944 pages
    ISBN:9781450301534
    DOI:10.1145/1835449
    Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    New York, NY, United States

    Publication History

    Published: 19 July 2010

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    Author Tags

    1. entity retrieval
    2. evaluation
    3. query log analysis
    4. user session
    5. wikipedia

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    SIGIR '10 Paper Acceptance Rate 87 of 520 submissions, 17%;
    Overall Acceptance Rate 792 of 3,983 submissions, 20%

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