In this paper, we first formalize this problem using the k-core metric projected at multiple k values, so that multiple community resolutions are represented ...
We then present distributed algorithms to construct and maintain a multi-k-core graph, implemented on the scalable big-data platform Apache HBase. Our ...
In this paper, we propose a set of algorithms built on the k-core metric to identify and maintain a content- projected community at multiple resolutions on an ...
This article develops for the first time in the literature, a distributed algorithm based on MapReduce for the k-shell decomposition of a graph and provides ...
Oct 28, 2013 · Community identification in social networks is of great interest and with dynamic changes to its graph representation and content, ...
Bibliographic details on Multi-resolution Social Network Community Identification and Maintenance on Big Data Platform.
Our algorithms thus enable practitioners to create and maintain communities at multiple resolutions on multiple subjects in rich network content simultaneously.
Ulusoy, Multi-resolution Social Network Community Identification and Maintenance on Big Data Platform, 2nd IEEE International Congress on Big Data (BigData ...
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2013 IEEE International Congress on Big Data (BigData Congress)
www.computer.org › csdl › proceedings
Multi-resolution Social Network Community Identification and Maintenance on Big Data Platform pp. 102-109. Online Association Rule Mining over Fast Data pp.
Multi-resolution Social Network Community Identification and Maintenance on Big Data Platform. BIGDATACONGRESS '13: Proceedings of the 2013 IEEE International ...