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...
Abstract
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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