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On top-k social web search

Published: 26 October 2010 Publication History

Abstract

To enhance the quality of document search, recent research studies have started to exploit the social networks of users by considering social influence (SI), measurement of the affinity between a query user and the publisher of a retrieved document, in addition to the commonly used textual relevance (TR). We refer to such document search that considers social networks as social web search. In this paper, we focus on efficient top-k social web search and propose two search strategies: (i) TR-based search and (ii) SI-based search that tailor document examination orders upon TR and SI, respectively. We evaluate the proposed strategies through experimentation.

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Cited By

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  • (2020)Ranking Marginal Influencers in a Target-labeled NetworkProceedings of the 7th ACM IKDD CoDS and 25th COMAD10.1145/3371158.3371197(254-260)Online publication date: 5-Jan-2020
  • (2019)Search Personalization Based on Social-Network-Based Interestedness MeasuresIEEE Access10.1109/ACCESS.2019.29354257(119332-119349)Online publication date: 2019
  • (2018)Network-Based Social SearchSocial Information Access10.1007/978-3-319-90092-6_8(277-309)Online publication date: 3-May-2018
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  1. On top-k social web search

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    cover image ACM Conferences
    CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management
    October 2010
    2036 pages
    ISBN:9781450300995
    DOI:10.1145/1871437
    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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    Publication History

    Published: 26 October 2010

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    Author Tags

    1. search algorithms
    2. social influence
    3. social web search
    4. top-k

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    View all
    • (2020)Ranking Marginal Influencers in a Target-labeled NetworkProceedings of the 7th ACM IKDD CoDS and 25th COMAD10.1145/3371158.3371197(254-260)Online publication date: 5-Jan-2020
    • (2019)Search Personalization Based on Social-Network-Based Interestedness MeasuresIEEE Access10.1109/ACCESS.2019.29354257(119332-119349)Online publication date: 2019
    • (2018)Network-Based Social SearchSocial Information Access10.1007/978-3-319-90092-6_8(277-309)Online publication date: 3-May-2018
    • (2016)Optimized relativity search: node reduction in personalized page rank estimation for large graphsJournal of Big Data10.1186/s40537-016-0047-23:1Online publication date: 2-Jul-2016
    • (2016)Data Management for Social NetworkingProceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems10.1145/2902251.2902306(165-177)Online publication date: 15-Jun-2016
    • (2016)Joint search by social and spatial proximity2016 IEEE 32nd International Conference on Data Engineering (ICDE)10.1109/ICDE.2016.7498434(1578-1579)Online publication date: May-2016
    • (2016)Continuous Top-k Queries in Social NetworksOn the Move to Meaningful Internet Systems: OTM 2016 Conferences10.1007/978-3-319-48472-3_2(24-42)Online publication date: 18-Oct-2016
    • (2016)Continuous Top-k Processing of Social Network Information Streams: A VisionInformation Search, Integration and Personalization10.1007/978-3-319-38901-1_3(35-48)Online publication date: 6-May-2016
    • (2015)Joint Search by Social and Spatial ProximityIEEE Transactions on Knowledge and Data Engineering10.1109/TKDE.2014.233983827:3(781-793)Online publication date: 1-Mar-2015
    • (2015)TrackInfo: Finding relevant information from high velocity data of social network2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)10.1109/ICEEICT.2015.7307457(1-6)Online publication date: May-2015
    • Show More Cited By

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