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10.1145/2187980.2188087acmotherconferencesArticle/Chapter ViewAbstractPublication PagesthewebconfConference Proceedingsconference-collections
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CONSENTO: a consensus search engine for answering subjective queries

Published: 16 April 2012 Publication History

Abstract

Search engines have become an important decision making tool today. Decision making queries are often subjective, such as 'best sedan for family use,' 'best action movies in 2010,' to name a few. Unfortunately, such queries cannot be answered properly by conventional search systems. In order to address this problem, we introduce Consento, a consensus search engine designed to answer subjective queries. Consento performs subdocument-level indexing to more precisely capture semantics from user opinions. We also introduce a new ranking method, or ConsensusRank that counts in online comments referring to an entity as a weighted vote to the entity. We validated the framework with an empirical study using the data on movie reviews.

References

[1]
S. Chakrabarti, D. Sane, and G. Ramakrishnan. Web-scale entity-relation search architecture. In WWW '11, pages 21--22, 2011.
[2]
K. Ganesan and C. Zhai. Opinion-based entity ranking. Information Retrieval, 2011.
[3]
J. Lin and B. Katz. Question answering from the web using knowledge annotation and knowledge mining techniques. In CIKM '03, pages 116--123, 2003.

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  • (2012)CONSENTOProceedings of the 21st ACM international conference on Information and knowledge management10.1145/2396761.2398547(1935-1939)Online publication date: 29-Oct-2012

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  1. CONSENTO: a consensus search engine for answering subjective queries

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    Published In

    cover image ACM Other conferences
    WWW '12 Companion: Proceedings of the 21st International Conference on World Wide Web
    April 2012
    1250 pages
    ISBN:9781450312301
    DOI:10.1145/2187980

    Sponsors

    • Univ. de Lyon: Universite de Lyon

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 16 April 2012

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    Author Tags

    1. consensus search
    2. consensusrank
    3. entity search
    4. maximal coherent semantic unit
    5. segment indexing

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    • Poster

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    WWW 2012
    Sponsor:
    • Univ. de Lyon
    WWW 2012: 21st World Wide Web Conference 2012
    April 16 - 20, 2012
    Lyon, France

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    Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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    • (2012)CONSENTOProceedings of the 21st ACM international conference on Information and knowledge management10.1145/2396761.2398547(1935-1939)Online publication date: 29-Oct-2012

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