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Parham Moradi

Parham Moradi

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId: 654
Faculty: Faculty of Engineering
Address: Department of Computer Engineering, Faculty of Engineering, University of Kurdistan
Phone:

Research

Title
On the Modularity Improvement for Community Detection in Overlapping Social Networks
Type
Presentation
Keywords
community detection; modularity; weighted network; overlapping
Year
2016
Researchers Parham Moradi ، Alireza Abdollahpouri ، Samaneh Ghaderi

Abstract

In recent years, community detection in overlapping weighted network became a research challenge. In real networks, a node can belong to two or more communities. Therefore, in this paper, we aim to address the above-mentioned problem by proposing a method to improve the modularity in overlapping weighted networks. The proposed method is based on optimizing a fitness function and fuzzy belonging degree of nodes. Experimental results on real networks, confirm a significant improvement of modularity in comparison with a similar algorithm.