2018 | OriginalPaper | Buchkapitel
A Parallel Approach to Detect Communities in Evolving Networks
verfasst von : Keshab Nath, Swarup Roy
Erschienen in: Big Data Analytics
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Abstract
PcDEN
(Parallel Community Detection approach in Evolving Networks). Our proposed method can detect communities in dynamic distributed networks. We define a new Affinity score based on intra-community strength between nodes and their neighbors. We also derive a new model to perform community merging, based on common high degree nodes present in both the communities. We tested our algorithm on various real-world networks for our experimentation. Results show that, PcDEN
produce satisfactory output with respect to various assessment indices.