DocumentCode
3106486
Title
TRIAS--An Algorithm for Mining Iceberg Tri-Lattices
Author
Jäschke, Robert ; Hotho, Andreas ; Schmitz, Christoph ; Ganter, Bernhard ; Stumme, Gerd
Author_Institution
Knowledge & Data Eng. Group, Kassel Univ., Kassel
fYear
2006
fDate
18-22 Dec. 2006
Firstpage
907
Lastpage
911
Abstract
In this paper, we present the foundations for mining frequent tri-concepts, which extend the notion of closed item-sets 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.
Keywords
data analysis; data mining; 3D data; TRIAS algorithm; folksonomy mining; frequent tri-concept mining; iceberg tri-lattice mining; triadic formal concept analysis; Algebra; Algorithm design and analysis; Association rules; Clustering algorithms; Data engineering; Data mining; Data structures; Itemsets; Lattices; Resource management;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Mining, 2006. ICDM '06. Sixth International Conference on
Conference_Location
Hong Kong
ISSN
1550-4786
Print_ISBN
0-7695-2701-7
Type
conf
DOI
10.1109/ICDM.2006.162
Filename
4053125
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