2018 | OriginalPaper | Chapter
A Parallel Approach to Detect Communities in Evolving Networks
Authors : Keshab Nath, Swarup Roy
Published in: Big Data Analytics
Publisher: Springer International Publishing
Activate our intelligent search to find suitable subject content or patents.
Select sections of text to find matching patents with Artificial Intelligence. powered by
Select sections of text to find additional relevant content using AI-assisted search. powered by
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.