Folksonomies and clustering in the collaborative system CiteULike Export

@misc{citeulike:1775855, 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 tripartite 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 reflects the semantical patterns among tags, providing useful ideas for the designing of more efficient methods of data classification and spam detection.}, archivePrefix = {arXiv}, author = {Capocci, Andrea and Caldarelli, Guido}, citeulike-article-id = {1775855}, citeulike-linkout-0 = {http://arxiv.org/abs/0710.2835}, citeulike-linkout-1 = {http://arxiv.org/pdf/0710.2835}, day = {15}, eprint = {0710.2835}, keywords = {citation, citations, citeulike, cluster, clustering, collaborative, folksonomy, network, networks, social, tag, tagging, tags}, month = {Oct}, posted-at = {2007-10-16 19:24:51}, priority = {2}, title = {Folksonomies and clustering in the collaborative system CiteULike}, url = {http://arxiv.org/abs/0710.2835}, year = {2007} }

TY - ELEC ID - citeulike:1775855 L3 - citeulike-article-id:1775855 N2 - We analyze CiteULike, an online collaborative tagging system where users bookmark and annotate scientific papers. Such a system can be naturally represented as a tripartite 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 reflects the semantical patterns among tags, providing useful ideas for the designing of more efficient methods of data classification and spam detection. TI - Folksonomies and clustering in the collaborative system CiteULike KW - citation KW - citations KW - citeulike KW - cluster KW - clustering KW - collaborative KW - folksonomy KW - network KW - networks KW - social KW - tag KW - tagging KW - tags AU - Capocci, Andrea AU - Caldarelli, Guido PY - 2007/Oct/15/ UR - http://arxiv.org/abs/0710.2835 ER -