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The analysis of large-scale networks requires the parallel techniques of graph processing. Hadoop as an open-source version of Map/Reduce implementation gains its popularity by high efficiency, scalability and fault tolerance. However, Map/Redeuce as a simplified programming model tends to be used in applications with massive datasets and simple processing. In this paper, we aim to adapt Map/Reduce...
Overlap is one of the characteristics of social networks, in which a person may belong to more than one social group. For this reason, discovering overlapping structures is necessary for realistic social analysis. In this paper, we present a novel, general framework to detect and analyze both individual overlapping nodes and entire communities. In this framework, nodes exchange labels according to...
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