K-path centrality: a new centrality measure in social networks

@inproceedings{Alahakoon2011KpathCA,
  title={K-path centrality: a new centrality measure in social networks},
  author={Tharaka Alahakoon and Rahul Tripathi and Nicolas Kourtellis and Ramanuja Simha and Adriana Iamnitchi},
  booktitle={SNS},
  year={2011}
}
This paper proposes an alternative way to identify nodes with high betweenness centrality. It introduces a new metric, κ-path centrality, and a randomized algorithm for estimating it, and shows empirically that nodes with high κ-path centrality have high node betweenness centrality. Experimental evaluations on diverse real and synthetic social networks show improved accuracy in detecting high betweenness centrality nodes and significantly reduced execution time when compared to known randomized… CONTINUE READING
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