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Communities in graphs and hypergraphs

Published: 06 November 2007 Publication History

Abstract

In this paper we define a type of cohesive subgroups - called communities - in hypergraphs, based on the edge connectivity of subhypergraphs. We describe a simple algorithm for the construction of these sets and show, based on examples from image segmentation and information retrieval, that these groups may be useful for the analysis and accessibility of large graphs and hypergraphs.

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Cited By

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  • (2017)Hypergraph Drawing by Force-Directed PlacementDatabase and Expert Systems Applications10.1007/978-3-319-64471-4_31(387-394)Online publication date: 2-Aug-2017
  • (2015)Scheduled approximation for Personalized PageRank with Utility-based Hub SelectionThe VLDB Journal — The International Journal on Very Large Data Bases10.1007/s00778-014-0376-824:5(655-679)Online publication date: 1-Oct-2015
  • (2014)Brain Image Segmentation Based on Hypergraph ModelingProceedings of the 2014 IEEE 12th International Conference on Dependable, Autonomic and Secure Computing10.1109/DASC.2014.65(327-332)Online publication date: 24-Aug-2014
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    cover image ACM Conferences
    CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
    November 2007
    1048 pages
    ISBN:9781595938039
    DOI:10.1145/1321440
    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: 06 November 2007

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    Author Tags

    1. cohesive group
    2. community
    3. components
    4. document collection
    5. edge-connectivity
    6. graph
    7. hypergraph
    8. image segmentation

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    Cited By

    View all
    • (2017)Hypergraph Drawing by Force-Directed PlacementDatabase and Expert Systems Applications10.1007/978-3-319-64471-4_31(387-394)Online publication date: 2-Aug-2017
    • (2015)Scheduled approximation for Personalized PageRank with Utility-based Hub SelectionThe VLDB Journal — The International Journal on Very Large Data Bases10.1007/s00778-014-0376-824:5(655-679)Online publication date: 1-Oct-2015
    • (2014)Brain Image Segmentation Based on Hypergraph ModelingProceedings of the 2014 IEEE 12th International Conference on Dependable, Autonomic and Secure Computing10.1109/DASC.2014.65(327-332)Online publication date: 24-Aug-2014
    • (2013)As Strong as the Weakest Link:Mining Diverse Cliques in Weighted GraphsAdvanced Information Systems Engineering10.1007/978-3-642-40988-2_34(525-540)Online publication date: 2013
    • (2013)Clustering Hypergraphs for Discovery of Overlapping Communities in FolksonomiesDynamics On and Of Complex Networks, Volume 210.1007/978-1-4614-6729-8_10(201-220)Online publication date: 11-Apr-2013
    • (2012)Detecting overlapping communities in folksonomiesProceedings of the 23rd ACM conference on Hypertext and social media10.1145/2309996.2310032(213-218)Online publication date: 25-Jun-2012
    • (2011)Anonymizing Hypergraphs with Community PreservationProceedings of the 2011 12th International Conference on Parallel and Distributed Computing, Applications and Technologies10.1109/PDCAT.2011.21(185-190)Online publication date: 20-Oct-2011
    • (2011)Preventing Identity Disclosure in Hypergraphs2011 IEEE 11th International Conference on Data Mining Workshops10.1109/ICDMW.2011.139(659-665)Online publication date: Dec-2011
    • (2011)Massive Graph Management for the Web and Web 2.0New Directions in Web Data Management 110.1007/978-3-642-17551-0_2(19-58)Online publication date: 2011
    • (2010)A MAXIMUM DENSITY SUBSET PROBLEM AND ITS ALGORITHM WITH APPROXIMATE BINARY SEARCHTransactions of the Operations Research Society of Japan10.15807/torsj.53.153(1-13)Online publication date: 2010
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