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Diversity of online community activities

Published: 19 June 2008 Publication History

Abstract

Web sites where users create and rate content as well as form links display many long-tailed distributions. Using one such site, Essembly, we propose causal mechanisms to explain these behaviors. Unlike purely descriptive models, our mechanisms use only information available to each user. We find the long-tails arise from large diversity of user activity and qualities of the rated content. The models not only explain overall behavior but also allow estimating the qualities of users and content from their early history on the site.

References

[1]
L. A. N. Amaral, A. Scala, M. Barthelemy, and H. E. Stanley. Classes of small-world networks. Proc. of the Natl. Acad. Sci., 97:11149--11152, 2000.
[2]
C. Anderson. The Long Tail: Why the Future of Business is Selling Less of More. Hyperion, 2006.
[3]
S. Boccaletti, V. Latora, Y. Moreno, M. Chavez, and D.-U. Hwang. Complex networks: Structure and dynamics. Physics Reports, 424:157--308, 2006.
[4]
G. Caldarelli, A. Capocci, P. De Los Rios, and M. A. Munoz. Scale-free networks from varying vertex intrinsic fitness. Physical Review Letters, 89:258702, 2002.
[5]
T. Hogg, D. M. Wilkinson, G. Szabo, and M. Brzozowski. Multiple relationship types in online communities and social networks. In K. Lerman et al., editors, Proc. of the AAAI Symposium on Social Information Processing, pages 30--35, 2008.
[6]
K. Lerman. Social information processing in social news aggregation. arxiv.org preprint cs.cy/0703087, 2007.
[7]
M. E. J. Newman, S. H. Strogatz, and D. J. Watts. Random graphs with arbitrary degree distributions and their applications. Physical Review E, 64:026118, 2001.
[8]
M. J. Salganik, P. S. Dodds, and D. J. Watts. Experimental study of inequality and unpredictability in an artificial cultural market. Science, 311:854--856, 2006.
[9]
A. Vázquez. Growing network with local rules: Preferential attachment, clustering hierarchy, and degree correlations. Physical Review E, 67:056104, 2003.

Cited By

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  • (2015)Formalization and Verification of Group Behavior InteractionsIEEE Transactions on Systems, Man, and Cybernetics: Systems10.1109/TSMC.2015.239986245:8(1109-1124)Online publication date: Aug-2015
  • (2014)Behavior Informatics: A New PerspectiveIEEE Intelligent Systems10.1109/MIS.2014.6029:4(62-80)Online publication date: Jul-2014
  • (2012)Coupled Behavior Analysis with ApplicationsIEEE Transactions on Knowledge and Data Engineering10.1109/TKDE.2011.12924:8(1378-1392)Online publication date: 1-Aug-2012
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    Published In

    cover image ACM Conferences
    HT '08: Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
    June 2008
    268 pages
    ISBN:9781595939852
    DOI:10.1145/1379092
    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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    New York, NY, United States

    Publication History

    Published: 19 June 2008

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    Author Tags

    1. online communities
    2. social networks
    3. user behavior modeling

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    HT08
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    HT08: 19th ACM Conference on Hypertext and Hypermedia
    June 19 - 21, 2008
    PA, Pittsburgh, USA

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    HT '08 Paper Acceptance Rate 23 of 69 submissions, 33%;
    Overall Acceptance Rate 378 of 1,158 submissions, 33%

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    Cited By

    View all
    • (2015)Formalization and Verification of Group Behavior InteractionsIEEE Transactions on Systems, Man, and Cybernetics: Systems10.1109/TSMC.2015.239986245:8(1109-1124)Online publication date: Aug-2015
    • (2014)Behavior Informatics: A New PerspectiveIEEE Intelligent Systems10.1109/MIS.2014.6029:4(62-80)Online publication date: Jul-2014
    • (2012)Coupled Behavior Analysis with ApplicationsIEEE Transactions on Knowledge and Data Engineering10.1109/TKDE.2011.12924:8(1378-1392)Online publication date: 1-Aug-2012
    • (2010)A Stochastic Model for Popularity Measures in Web DynamicsProceedings of the 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing10.1109/IIHMSP.2010.171(676-679)Online publication date: 15-Oct-2010

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