Mining Association Rules in Folksonomies Export

@incollection{citeulike:1377860, abstract = {Social bookmark tools are rapidly emerging on the Web. In such systems users are setting up lightweight conceptual structures called folksonomies. These systems provide currently relatively few structure. We discuss in this paper, how association rule mining can be adopted to analyze and structure folksonomies, and how the results can be used for ontology learning and supporting emergent semantics. We demonstrate our approach on a large scale dataset stemming from an online system.}, author = {Schmitz, Christoph and Hotho, Andreas and J\"{a}schke, Robert and Stumme, Gerd}, citeulike-article-id = {1377860}, citeulike-linkout-0 = {http://dx.doi.org/10.1007/3-540-34416-0_28}, doi = {10.1007/3-540-34416-0_28}, journal = {Data Science and Classification}, keywords = {associative, clustering, data\_mining, folksonomy, semantic, tag\_clustering, tagging}, pages = {261--270}, posted-at = {2008-04-27 16:27:04}, priority = {5}, title = {Mining Association Rules in Folksonomies}, url = {http://dx.doi.org/10.1007/3-540-34416-0_28}, year = {2006} }

TY - CHAP ID - citeulike:1377860 L3 - citeulike-article-id:1377860 N2 - Social bookmark tools are rapidly emerging on the Web. In such systems users are setting up lightweight conceptual structures called folksonomies. These systems provide currently relatively few structure. We discuss in this paper, how association rule mining can be adopted to analyze and structure folksonomies, and how the results can be used for ontology learning and supporting emergent semantics. We demonstrate our approach on a large scale dataset stemming from an online system. JF - Data Science and Classification EP - 270 TI - Mining Association Rules in Folksonomies SP - 261 KW - associative KW - clustering KW - data_mining KW - folksonomy KW - semantic KW - tag_clustering KW - tagging AU - Schmitz, Christoph AU - Hotho, Andreas AU - Jäschke, Robert AU - Stumme, Gerd PY - 2006/// UR - http://dx.doi.org/10.1007/3-540-34416-0_28 ER -