Jäschke, R.; Hotho, A.; Schmitz, C.; Ganter, B. & Stumme, G.: TRIAS - An Algorithm for Mining Iceberg Tri-Lattices. ICDM '06: Proceedings of the Sixth International Conference on Data Mining. Washington, DC, USA: IEEE Computer Society, 2006, S. 907-911
[Volltext]
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 folk-sonomies. 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.
@inproceedings{jaeschke2006trias,
author = {Jäschke, Robert and Hotho, Andreas and Schmitz, Christoph and Ganter, Bernhard and Stumme, Gerd},
title = {TRIAS - An Algorithm for Mining Iceberg Tri-Lattices},
booktitle = {ICDM '06: Proceedings of the Sixth International Conference on Data Mining},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA},
year = {2006},
pages = {907--911},
url = {http://www.kde.cs.uni-kassel.de/pub/pdf/jaeschke2006trias.pdf},
doi = {10.1109/ICDM.2006.162},
isbn = {0-7695-2701-9},
keywords = {2006, fca, iceberg, myown, ol_tut2010, triadic, trias},
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 folk-sonomies. 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.}
}