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Folksoviz: a subsumption-based folksonomy visualization using wikipedia texts

Published: 21 April 2008 Publication History

Abstract

In this paper, targeting del.icio.us tag data, we propose a method, FolksoViz, for deriving subsumption relationships between tags by using Wikipedia texts, and visualizing a folksonomy. To fulfill this method, we propose a statistical model for deriving subsumption relationships based on the frequency of each tag on the Wikipedia texts, as well as the TSD (Tag Sense Disambiguation) method for mapping each tag to a corresponding Wikipedia text. The derived subsumption pairs are visualized effectively on the screen. The experiment shows that the FolksoViz manages to find the correct subsumption pairs with high accuracy.

References

[1]
del.icio.us, http://del.icio.us.
[2]
Wikipedia, http://wikipedia.org.
[3]
Mark Sanderson and Bruce Croft, "Deriving Concept Hierarchies from Text," in Proceedings of the 22nd ACM Conference of the Special Interest Group in Information Retrieval, pp. 206--213, 1999.
[4]
JGraph, http://www.jgraph.com.

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    cover image ACM Conferences
    WWW '08: Proceedings of the 17th international conference on World Wide Web
    April 2008
    1326 pages
    ISBN:9781605580852
    DOI:10.1145/1367497
    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: 21 April 2008

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    Author Tags

    1. collaborative tagging
    2. folksonomy
    3. subsumption
    4. visualization
    5. web 2.0
    6. wikipedia

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