Tag sense disambiguation for clarifying the vocabulary of social tags

Kangpyo Lee, Hyunwoo Kim, Hyopil Shin, Hyoung Joo Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Abstract

Tagging is one of the most popular services in Web 2.0. As a special form of tagging, social tagging is done collaboratively by many users, which forms a so-called folksonomy. As tagging has become widespread on the Web, the tag vocabulary is now very informal, uncontrolled, and personalized. For this reason, many tags are unfamiliar and ambiguous to users so that they fail to understand the meaning of each tag. In this paper, we propose a tag sense disambiguating method, called Tag Sense Disambiguation (TSD), which works in the social tagging environment. TSD can be applied to the vocabulary of social tags, thereby enabling users to understand the meaning of each tag through Wikipedia. To find the correct mappings from del.icio.us tags to Wikipedia articles, we define the Local )eighbor tags, the Global )eighbor tags, and finally the )eighbor tags that would be the useful keywords for disambiguating the sense of each tag based on the tag co-occurrences. The automatically built mappings are reasonable in most cases. The experiment shows that TSD can find the correct mappings with high accuracy.

Original languageEnglish
Title of host publicationProceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 2009 IEEE International Conference on Social Computing, SocialCom 2009
Pages729-734
Number of pages6
DOIs
Publication statusPublished - 2009
Event2009 IEEE International Conference on Social Computing, SocialCom 2009 - Vancouver, BC, Canada
Duration: 2009 Aug 292009 Aug 31

Publication series

NameProceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009
Volume4

Conference

Conference2009 IEEE International Conference on Social Computing, SocialCom 2009
CountryCanada
CityVancouver, BC
Period09/8/2909/8/31

Keywords

  • Folksonomy
  • Social tagging
  • Vocabulary
  • Wikipedia
  • Word sense disambiguation

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computer Science Applications
  • Software

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  • Cite this

    Lee, K., Kim, H., Shin, H., & Kim, H. J. (2009). Tag sense disambiguation for clarifying the vocabulary of social tags. In Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 2009 IEEE International Conference on Social Computing, SocialCom 2009 (pp. 729-734). [5283425] (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; Vol. 4). https://doi.org/10.1109/CSE.2009.454