1403/02/01
پرهام مرادی دولت آبادی

پرهام مرادی دولت آبادی

مرتبه علمی: دانشیار
ارکید:
تحصیلات: دکترای تخصصی
اسکاپوس: 654
دانشکده: دانشکده مهندسی
نشانی: دانشگاه کردستان، دانشکده مهندسی، گروه مهندسی کامپیوتر
تلفن:

مشخصات پژوهش

عنوان
On the Modularity Improvement for Community Detection in Overlapping Social Networks
نوع پژوهش
Presentation
کلیدواژه‌ها
community detection; modularity; weighted network; overlapping
سال
2016
پژوهشگران Samaneh Ghaderi ، Alireza Abdollahpouri ، Parham Moradi

چکیده

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.