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technical-note

Constructing evolutionary taxonomy of collaborative tagging systems

Published: 02 November 2009 Publication History

Abstract

Collaborative tagging systems allow users to label online resources. The tags are generally correlated and evolving according to the change of web contents, and the popularity of tags represent evolution of social interests. Tag taxonomy is a promising solution to organize the data in tagging systems. In this demonstration, we propose to construct the evolutionary taxonomy which incorporates the correlation and evolution of tags, as user generated tags grow and change temporally. We demonstrate that our approach is intuitive and efficient in tag organization which exploits the evolving characteristic of collaborative tagging systems.

References

[1]
H. Halpin, V. Robu, and H. Shepherd. The complex dynamics of collaborative tagging. In Proc. of WWW, pages 211--220, 2007.
[2]
Y.R. Lin, Y. Chi, and S.H. Zhu et al. Analyzing communities and their evolutions in dynamic social networks. ACM TKDD, 3(2):1--31, 2009.
[3]
E. Schwarzkopf, D. Heckmann, and D. Dengler et al. Mining the structure of tag spaces for user modeling. In Workshop on Data Mining for User Modeling, pages 63--75, 2007.

Cited By

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  • (2018)Taxonomies in DUI Design PatternsProceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video10.1145/3210825.3213561(221-226)Online publication date: 25-Jun-2018
  • (2010)LDA-based user interests discovery in collaborative tagging system2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering10.1109/ISKE.2010.5680852(338-343)Online publication date: Nov-2010

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  1. Constructing evolutionary taxonomy of collaborative tagging systems

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    cover image ACM Conferences
    CIKM '09: Proceedings of the 18th ACM conference on Information and knowledge management
    November 2009
    2162 pages
    ISBN:9781605585123
    DOI:10.1145/1645953

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 02 November 2009

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    Author Tags

    1. evolutioanry
    2. tagging system
    3. taxonomy

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    • (2018)Taxonomies in DUI Design PatternsProceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video10.1145/3210825.3213561(221-226)Online publication date: 25-Jun-2018
    • (2010)LDA-based user interests discovery in collaborative tagging system2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering10.1109/ISKE.2010.5680852(338-343)Online publication date: Nov-2010

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