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Clustering in Concept Association Networks

Arun, R and Suresh, V and Madhavan, CE Veni (2009) Clustering in Concept Association Networks. In: 3rd International Conference on Pattern Recognition and Machine Intelligence, DEC 16-20, 2009, IIT Delhi, pp. 86-91.

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Official URL: http://www.springerlink.com/content/110254vu361h0g...


We view association of concepts as a complex network and present a heuristic for clustering concepts by taking into account the underlying network structure of their associations. Clusters generated from our approach are qualitatively better than clusters generated from the conventional spectral clustering mechanism used for graph partitioning.

Item Type: Conference Proceedings
Series.: Lecture Notes in Computer Science
Publisher: Springer
Additional Information: Copyright of this article belongs to Springer.
Keywords: complex-networks;clustering;concept associations; clustering coefficient;power-law distribution;scale-free networks;small-world networks
Department/Centre: Division of Electrical Sciences > Computer Science & Automation
Date Deposited: 15 Jul 2010 09:16
Last Modified: 15 Jul 2010 09:16
URI: http://eprints.iisc.ac.in/id/eprint/28984

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