In this paper, we present the foundations for mining frequent tri-concepts, which extend the notion of closed itemsets to three-dimensional data to allow for mining folksonomies. We provide a formal definition of the problem, and present an efficient algorithm for its solution as well as experimental results on a large real-world example.
%0 Conference Paper
%1 jaeschke2006trias
%A Jäschke, Robert
%A Hotho, Andreas
%A Schmitz, Christoph
%A Ganter, Bernhard
%A Stumme, Gerd
%B Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 06)
%C Hong Kong
%D 2006
%I IEEE Computer Society
%K 12 2006 algorithm fca iccs_example l3s ol_web2.0 trias trias_example methods_concepts
%P 907-911
%R http://doi.ieeecomputersociety.org/10.1109/ICDM.2006.162
%T TRIAS - An Algorithm for Mining Iceberg Tri-Lattices
%U http://www.kde.cs.uni-kassel.de/jaeschke/paper/jaeschke06trias.pdf
%X In this paper, we present the foundations for mining frequent tri-concepts, which extend the notion of closed itemsets to three-dimensional data to allow for mining folksonomies. We provide a formal definition of the problem, and present an efficient algorithm for its solution as well as experimental results on a large real-world example.
%@ 0-7695-2701-9
@inproceedings{jaeschke2006trias,
abstract = {In this paper, we present the foundations for mining frequent tri-concepts, which extend the notion of closed itemsets to three-dimensional data to allow for mining folksonomies. We provide a formal definition of the problem, and present an efficient algorithm for its solution as well as experimental results on a large real-world example.},
added-at = {2011-02-17T17:42:33.000+0100},
address = {Hong Kong},
author = {Jäschke, Robert and Hotho, Andreas and Schmitz, Christoph and Ganter, Bernhard and Stumme, Gerd},
biburl = {https://www.bibsonomy.org/bibtex/2e387c294129e11f4221514d5fa807e26/dbenz},
booktitle = {Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 06)},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2006.162},
file = {jaeschke2006trias.pdf:jaeschke2006trias.pdf:PDF},
groups = {public},
interhash = {b4964c3bdd2991a80873d7080ef6a73e},
intrahash = {e387c294129e11f4221514d5fa807e26},
isbn = {0-7695-2701-9},
issn = {1550-4786},
keywords = {12 2006 algorithm fca iccs_example l3s ol_web2.0 trias trias_example methods_concepts},
month = {December},
pages = {907-911},
publisher = {IEEE Computer Society},
timestamp = {2013-07-31T15:39:42.000+0200},
title = {TRIAS - An Algorithm for Mining Iceberg Tri-Lattices},
url = {http://www.kde.cs.uni-kassel.de/jaeschke/paper/jaeschke06trias.pdf},
username = {dbenz},
vgwort = {19},
year = 2006
}