no code implementations • 21 Dec 2022 • Soumita Das, Anupam Biswas, Akrati Saxena
In this paper, we have introduced a novel method called \emph{Disjoint Community detection using Cascades (DCC)} which demonstrates the effectiveness of a new local density based tie strength measure on detecting communities.
no code implementations • 21 Dec 2022 • Soumita Das, Anupam Biswas, Ravi Kishore Devarapalli
Although several mathematical models have been developed till date, but previous works lacked systematic analysis and exploration of the influence of neighborhood for information diffusion.
no code implementations • 21 Dec 2022 • Soumita Das, Bijita Singha, Alberto Tonda, Anupam Biswas
Nature-inspired optimization Algorithms (NIOAs) are nowadays a popular choice for community detection in social networks.
no code implementations • 21 Dec 2022 • Soumita Das, Anupam Biswas
Online Social Networks have embarked on the importance of connection strength measures which has a broad array of applications such as, analyzing diffusion behaviors, community detection, link predictions, recommender systems.
no code implementations • 26 Sep 2022 • Soumita Das, Anupam Biswas
Community detection algorithms are in general evaluated by comparing evaluation metric values for the communities obtained with different algorithms.