%0 Conference Paper %1 schmitz2006mining %A Schmitz, Christoph %A Hotho, Andreas %A Jäschke, Robert %A Stumme, Gerd %B Data Science and Classification. Proceedings of the 10th IFCS Conf. %C Heidelberg %D 2006 %E Batagelj, V. %E Bock, H.-H. %E Ferligoj, A. %E �iberna, A. %I Springer %K analysis methodsconcepts network social tagging %P 261--270 %T Mining Association Rules in Folksonomies %X 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.

@inproceedings{schmitz2006mining, 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.}, added-at = {2011-11-07T15:16:02.000+0100}, address = {Heidelberg}, author = {Schmitz, Christoph and Hotho, Andreas and Jäschke, Robert and Stumme, Gerd}, biburl = {https://www.bibsonomy.org/bibtex/2ed504c16bc4eb561a9446bd98b10dca1/bossat}, booktitle = {Data Science and Classification. Proceedings of the 10th IFCS Conf.}, editor = {Batagelj, V. and Bock, H.-H. and Ferligoj, A. and �iberna, A.}, file = {schmitz2006mining.pdf:schmitz2006mining.pdf:PDF}, groups = {public}, interhash = {20650d852ca3b82523fcd8b63e7c12d7}, intrahash = {ed504c16bc4eb561a9446bd98b10dca1}, keywords = {analysis methodsconcepts network social tagging}, lastdatemodified = {2006-12-07}, lastname = {Schmitz}, month = {July}, own = {notown}, pages = {261--270}, pdf = {schmitz06-mining.pdf}, publisher = {Springer}, read = {notread}, series = {Studies in Classification, Data Analysis, and Knowledge Organization}, timestamp = {2011-11-07T15:16:02.000+0100}, title = {Mining Association Rules in Folksonomies}, username = {dbenz}, year = 2006 }