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Personalized social query expansion using social bookmarking systems

Published: 24 July 2011 Publication History

Abstract

We propose a new approach for social and personalized query expansion using social structures in the Web 2.0. While focusing on social tagging systems, the proposed approach considers (i) the semantic similarity between tags composing a query, (ii) a social proximity between the query and the user profile, and (iii) on the fly, a strategy for expanding user queries. The proposed approach has been evaluated using a large dataset crawled from del.icio.us.

References

[1]
David Carmel et al. Personalized social search based on the user's social network. In CIKM '09.
[2]
Matthias Bender et al. Exploiting social relations for query expansion and result ranking. In ICDE Workshops, 2008.
[3]
Shenghua Bao et al. Optimizing web search using social annotations. In WWW, pages 501--510, 2007.
[4]
Peter Mika. Ontologies are us: A unified model of social networks and semantics. Web Semant., 5(1):5--15, 2007.

Cited By

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  • (2023)Personalized Query Expansion with Contextual Word EmbeddingsACM Transactions on Information Systems10.1145/362498842:2(1-35)Online publication date: 20-Sep-2023
  • (2019)Personalized Social Query Expansion Using Social AnnotationsTransactions on Large-Scale Data- and Knowledge-Centered Systems XL10.1007/978-3-662-58664-8_1(1-25)Online publication date: 5-Jan-2019
  • (2019)Exploiting Social Data to Enhance Web SearchFuture Data and Security Engineering10.1007/978-3-030-35653-8_38(593-607)Online publication date: 20-Nov-2019
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  1. Personalized social query expansion using social bookmarking systems

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    cover image ACM Conferences
    SIGIR '11: Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
    July 2011
    1374 pages
    ISBN:9781450307574
    DOI:10.1145/2009916

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 24 July 2011

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    Author Tags

    1. personalization
    2. social information retrieval
    3. social networks

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    Overall Acceptance Rate 792 of 3,983 submissions, 20%

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    Cited By

    View all
    • (2023)Personalized Query Expansion with Contextual Word EmbeddingsACM Transactions on Information Systems10.1145/362498842:2(1-35)Online publication date: 20-Sep-2023
    • (2019)Personalized Social Query Expansion Using Social AnnotationsTransactions on Large-Scale Data- and Knowledge-Centered Systems XL10.1007/978-3-662-58664-8_1(1-25)Online publication date: 5-Jan-2019
    • (2019)Exploiting Social Data to Enhance Web SearchFuture Data and Security Engineering10.1007/978-3-030-35653-8_38(593-607)Online publication date: 20-Nov-2019
    • (2017)Query Expansion with Enriched User Profiles for Personalized Search Utilizing Folksonomy DataIEEE Transactions on Knowledge and Data Engineering10.1109/TKDE.2017.266841929:7(1536-1548)Online publication date: 2-Jun-2017
    • (2017)Personalized query expansion utilizing multi-relational social data2017 12th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP)10.1109/SMAP.2017.8022669(65-70)Online publication date: Jul-2017
    • (2017)Leveraging social information for personalized searchSocial Network Analysis and Mining10.1007/s13278-017-0435-47:1Online publication date: 26-Apr-2017
    • (2017)A Cluster Guided Topic Model for Social Query ExpansionData Science10.1007/978-981-10-6388-6_6(66-77)Online publication date: 16-Sep-2017
    • (2017)Exploring External Knowledge Base for Personalized Search in Collaborative Tagging SystemsCollaborate Computing: Networking, Applications and Worksharing10.1007/978-3-319-59288-6_37(408-417)Online publication date: 5-Jul-2017
    • (2016)Enhancing Personalized Document Ranking using Social InformationProceedings of the 2016 Conference on User Modeling Adaptation and Personalization10.1145/2930238.2930374(345-348)Online publication date: 13-Jul-2016
    • (2016)Social networks and information retrieval, how are they converging? A survey, a taxonomy and an analysis of social information retrieval approaches and platformsInformation Systems10.1016/j.is.2015.07.00856:C(1-18)Online publication date: 1-Mar-2016
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