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- 21 creator andreas-hotho.
- 21 creator dominik-benz.
- 21 creator gerd-stumme.
- 21 creator martin-atzmueller.
- 21 type InProceedings.
- 21 label "Towards Mining Semantic Maturity in Social Bookmarking Systems".
- 21 sameAs 21.
- 21 abstract "The existence of emergent semantics within social metadata(such as tags in bookmarking systems) has been proven by a large numberof successful approaches making the implicit semantic structures explicit.However, much less attention has been given to the factors which influencethe ’maturing’ process of these structures over time. A natural hypothesisis that tags become semantically more and more mature whenever manyusers use them in the same contexts. This would allow to describe atag by a specific and informative ’semantic fingerprint’ in the context oftagged resoures. However, the question of assessing the quality of suchfingerprints has been seldomly addressed.In this paper, we provide a systematic approach of mining semantic ma-turity profiles within folksonomy-based tag properties. Our ultimate goalis to provide a characterization of ’mature tags’. Additionally, we con-sider semantic information about the tags as a gold-standard source forthe characterization of the collected results. Our initial results suggestthat a suitable composition of tag properties allows the identification ofmore mature tag subsets. The presented work has implications for a number of problems related to social tagging systems, including tag ranking,tag recommendation, and the capturing of light-weight ontologies fromtagging data.".
- 21 hasAuthorList authorList.
- 21 isPartOf proceedings.
- 21 keyword "bookmark".
- 21 keyword "folksonomies".
- 21 keyword "semantics".
- 21 keyword "social web".
- 21 title "Towards Mining Semantic Maturity in Social Bookmarking Systems".