Community Detection Using Modularity Approach in Social Network Analysis
Abstract We use complex network theory to study the differences between the countries’ international relationship concepts in Formal Interstate Alliance (FIA) and Dyadic Militarized Interstate Disputes (MID). Seven IR networks were identified. Six of these networks are from the FIA, and one is from the MID. Since community detection is computationally challenging, using modularity to calculate real-world social network datasets, we provide a simple modularity algorithm and verify its performance





