Clustering in Concept Association Networks

  • Authors:

  • Arun R.;V. Suresh;C. E. Veni Madhavan

  • Affiliations:

  • Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India 560 012;Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India 560 012;Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India 560 012

  • Venue:
  • PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
  • Year:
  • 2009

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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.