eprintid: 1096 rev_number: 8 eprint_status: archive userid: 6 dir: disk0/00/00/10/96 datestamp: 2012-02-01 11:43:36 lastmod: 2013-11-21 09:43:01 status_changed: 2012-02-01 11:43:36 type: article metadata_visibility: show creators_name: Capocci, Andrea creators_name: Caldarelli, Guido creators_id: creators_id: guido.caldarelli@imtlucca.it title: Folksonomies and clustering in the collaborative system CiteULike ispublished: pub subjects: HA subjects: QC divisions: EIC full_text_status: none keywords: PACS: 89.75.Fb Structures and organization in complex systems; 89.75.Kd Patterns; 89.65.-s Social and economic systems; 89.75.Hc Networks and genealogical trees abstract: We analyze CiteULike, an online collaborative tagging system where users bookmark and annotate scientific papers. Such a system can be naturally represented as a tri-partite graph whose nodes represent papers, users and tags connected by individual tag assignments. The semantics of tags is studied here, in order to uncover the hidden relationships between tags. We find that the clustering coefficient can be used to analyze the semantical patterns among tags. date: 2008-06 publication: Journal of Physics A: Mathematical and Theoretical volume: 41 number: 22 publisher: Institute of Physics pagerange: 224016 id_number: 10.1088/1751-8113/41/22/224016 refereed: TRUE issn: 1751-8113 official_url: http://dx.doi.org/10.1088/1751-8113/41/22/224016 related_url_url: http://arxiv.org/abs/0710.2835 citation: Capocci, Andrea and Caldarelli, Guido Folksonomies and clustering in the collaborative system CiteULike. Journal of Physics A: Mathematical and Theoretical, 41 (22). p. 224016. ISSN 1751-8113 (2008)