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 rulemining can be adopted to analyze and structure folksonomies, and how the results can be used for ontology learning and supportingemergent semantics. We demonstrate our approach on a large scale dataset stemming from an online system.
%0 Journal Article
%1 keyhere
%A Schmitz, Christoph
%A Hotho, Andreas
%A Jäschke, Robert
%A Stumme, Gerd
%D 2006
%J Data Science and Classification
%K datamining folksonomy imported mining tagging
%P 261--270
%T Mining Association Rules in Folksonomies
%U http://dx.doi.org/10.1007/3-540-34416-0_28
%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 rulemining can be adopted to analyze and structure folksonomies, and how the results can be used for ontology learning and supportingemergent semantics. We demonstrate our approach on a large scale dataset stemming from an online system.
@article{keyhere,
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 rulemining can be adopted to analyze and structure folksonomies, and how the results can be used for ontology learning and supportingemergent semantics. We demonstrate our approach on a large scale dataset stemming from an online system.},
added-at = {2007-08-11T10:51:17.000+0200},
author = {Schmitz, Christoph and Hotho, Andreas and Jäschke, Robert and Stumme, Gerd},
biburl = {https://www.bibsonomy.org/bibtex/217125a7bdeac2d06d8c07c702eb61d73/wnpxrz},
description = {SpringerLink - Book Chapter},
interhash = {6f0da21c3b3c0c1e240ab6e78c66a05e},
intrahash = {17125a7bdeac2d06d8c07c702eb61d73},
journal = {Data Science and Classification},
keywords = {datamining folksonomy imported mining tagging},
pages = {261--270},
timestamp = {2007-08-11T10:51:17.000+0200},
title = {Mining Association Rules in Folksonomies},
url = {http://dx.doi.org/10.1007/3-540-34416-0_28},
year = 2006
}