Blog
About

84
views
0
recommends
+1 Recommend
1 collections
    4
    shares
      • Record: found
      • Abstract: found
      • Article: found
      Is Open Access

      Topic specific association rules mining from social bookmarks

      BCS IRSG Symposium: Future Directions in Information Access 2007 (FDIA)

      Future Directions in Information Access

      28-29 August 2007

      association rules, relevant confidence and relevant support, social bookmarking, folksonomies

      Read this article at

      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          In recent years social bookmarking systems have become one of the most popular application on the Internet enabling users to label some content. The user’s perspective of this content is expressed with some words (tags). The main goal of this paper is to propose a method for finding association between tags and topic, as well as the association among the tags for a specific topic. Due to the difference in user opinions in the meaning of a word, the same word can be used to tag some content but within a different context. Application of association rules to tagged content neglects two things, the content itself and context of the rule. To overcome this, two new metrics are introduced to a standard apriori algorithm. Relevance support and relevance confidence are calculated as the association of a tag to a topic or an another tag with a respect to the relevance of a tagged content to a specific topic. This can be used as a input of a recommender system by recommending items depending on a topic that the user is requesting, or it can be used for navigation of a crawler that collects web pages from a social bookmark site.

          Related collections

          Author and article information

          Contributors
          Conference
          August 2007
          August 2007
          : 1
          Affiliations
          Faculty of Economics Subotica, Segedinski put 9-11,

          24000 Subotica, Serbiawww.eccf.su.ac.yu
          Article
          10.14236/ewic/FDIA2007.21
          © Ilija Subasic. Published by BCS Learning and Development Ltd. BCS IRSG Symposium: Future Directions in Information Access 2007, Glasgow

          This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

          BCS IRSG Symposium: Future Directions in Information Access 2007
          FDIA
          Glasgow
          28-29 August 2007
          Electronic Workshops in Computing (eWiC)
          Future Directions in Information Access
          Product
          Product Information: 1477-9358 BCS Learning & Development
          Self URI (journal page): https://ewic.bcs.org/
          Categories
          Electronic Workshops in Computing

          Comments

          Comment on this article