5 papers
The Ties that matter: From the perspective of Similarity Measure in Online Social Networks
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 det…
DCC: A Cascade based Approach to Detect Communities in Social Networks
Soumita Das, Anupam Biswas, Akrati Saxena
Community detection in Social Networks is associated with finding and grouping the most similar nodes inherent in the network. These similar nodes are identified by computing tie s…
Beyond Information Exchange: An Approach to Deploy Network Properties for Information Diffusion
Soumita Das, Anupam Biswas, Ravi Kishore Devarapalli
Information diffusion in Online Social Networks is a new and crucial problem in social network analysis field and requires significant research attention. Efficient diffusion of in…
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks
Soumita Das, Bijita Singha, Alberto Tonda +1
Nature-inspired optimization Algorithms (NIOAs) are nowadays a popular choice for community detection in social networks. Community detection problem in social network is treated a…
Towards Direct Comparison of Community Structures in Social Networks
Soumita Das, Anupam Biswas
Community detection algorithms are in general evaluated by comparing evaluation metric values for the communities obtained with different algorithms. The evaluation metrics that ar…