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TRIAS - An Algorithm for Mining Iceberg Tri-Lattices

, , , , and . Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 06), page 907-911. Hong Kong, IEEE Computer Society, (December 2006)
DOI: http://doi.ieeecomputersociety.org/10.1109/ICDM.2006.162

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.

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