Community Structure Analysis from Social Networks

Community Structure Analysis from Social Networks by Sajid Yousuf Bhat, Fouzia Jan, Muhammad Abulaish
English | July 22, 2025 | ISBN: 1032847484 | 256 pages | MOBI | 4.58 Mb
This book addresses social and complex network analysis challenges, exploring social network structures, dynamic networks, and hierarchical communities. Emphasizing network structure heterogeneity, including directionality and dynamics, it covers community structure concepts like distinctness, overlap, and hierarchy. The book aims to present challenges and innovative solutions in community structure detection, incorporating diversity into problem-solving. Furthermore, it explores the applications of identified community structures within network analysis, offering insights into social network dynamics.Investigates the practical applications and uses of community structures identified from network analysis across various domains of real-world networksHighlights the challenges encountered in analyzing community structures and presents state-of-the-art approaches designed to address these challengesSpans into various domains like business intelligence, marketing, and epidemics, examining influential node detection and crime within social networksExplores methodologies for evaluating the quality and accuracy of community detection modelsExamines a diverse range of challenges and offers innovative solutions in the field of detecting community structures from social networksThe book is a ready reference for researchers and scholars of Computer Science and Computational Social Systems working in the area of Community Structure Analysis from Social Network Data.