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    Visual Analysis of Dynamic Group Membership in Temporal Social Networks

    Cover for Visual Analysis of Dynamic Group Membership in Temporal Social Networks
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    View/Open: Singh_VisualAnalysisofGroupMembership.pdf (982kB) Bookview

    Creator
    Kang, Hyunmo
    Getoor, Lise
    Singh, Lisa
    Abstract
    C-Group is a tool for analyzing dynamic group membership in temporal social networks over time. Unlike most network visualization tools, which show the group structure within an entire network, or the group membership for a single actor, C-Group allows users to focus their analysis on a pair of individuals. While C-Group allows for viewing the addition and deletion of nodes (actors) and edges (relationships) over time, its major contribution is its focus on changing group memberships over time. By doing so, users can investigate the context of temporal group memberships for the pair. C-Group provides users with a flexible interface for defining (and redefining) groups interactively, and supports two novel visual representations of the evolving group memberships. This flexibility gives users alternate views that are appropriate for different network sizes and provides users with different insights into the grouping behavior. We demonstrate the utility of the tool on a scientific publication network.
    Permanent Link
    http://hdl.handle.net/10822/761532
    Date Published
    2007
    Subject
    Computer Science; C-Group; Social networks; Data mining;
    Type
    text
    Publisher
    Association for Computing Machinery
    Collections
    • Faculty Scholarship - Computer Science Department
    Metadata
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    Georgetown University Seal
    ©2009 - 2023 Georgetown University Library
    37th & O Streets NW
    Washington DC 20057-1174
    202.687.7385
    digitalscholarship@georgetown.edu
    Accessibility