1st Edition
Community Structure Analysis from Social Networks
Section I: Understanding and Analyzing Social Networks: Types, Dataset Analysis and Challenges
Chapter 1 Deciphering Social Networks: Types, Applications, and Analytical Challenges
Bazila Farooq and Ankush Manocha
Chapter 2 Social Network Analysis: Strategies and Challenges in Data Collection, Representation, and Analysis
Irshad A. Mir, Zarka Malik, and Tazeem Zainab
Chapter 3 Comparative Study of Open Dataset Repositories for Community Detection and Information Diffusion in Online Social Networks
Aaquib Hussain Ganai and Rana Hashmy
Section II: Exploration of Community Detection in Social Networks
Chapter 4 Community Detection: Exploring Structure and Dynamics
Jayati Gulati
Chapter 5 Graph Clustering Techniques for Community Detection in Social Networks
Fatemeh Daneshfar, Mona Dolati and Sadegh Sulaimany
Chapter 6 Semi-supervised and Deep Learning Approaches to Social Network Community Analysis
Fatemeh Daneshfar, Mona Dolati, and Sadegh Sulaimany
Section III: Applications of Community Detection: From Biology to Social Challenges
Chapter 7 Applications of Community Detection in Biological Networks
Sadegh Sulaimany and Fatemeh Daneshfar
Chapter 8 Influential Node Detection Based on Implicit Communities
Neda Binesh and Mehdi Ghatee
Chapter 9 Connected Communities: The Role of Social Networks in Pandemic Preparedness and Mitigation
Shabir Ahmad Najar, Wakar Amin Zargar, Bilal Ahmad Khan, Mohammad Saleem Sofi, Shabnam Ahad, Fayaz Ahmad Bhat, and Mudasir Ahmad Nazar
Chapter 10 Identifying Spread Blockers Using Overlapping Community Detection for Pandemic Management
Sajid Yousuf Bhat and Arjumand Akbar
Chapter 11 Spotting Plagiarism in Academic Social Networks by Community Network Identification
Tazeem Zainab, Irshad Ahmed Mir, and Zarka Malik
Biography
Dr. Sajid Yousuf Bhat holds a Bachelor's and Master's degree in Computer Science from the University of Kashmir and earned his Ph.D. in Computer Science from Jamia Millia Islamia, New Delhi. He is Currently serving as a Senior Assistant Professor in the Department of Computer Science at the University of Kashmir, Hazratbal, Srinagar, Kashmir, India. He has over eight years of experience in academia and research. He has previously held faculty positions at the University of Delhi and the Central University of Kashmir. Dr. Bhat has published research articles in prestigious international journals, including IEEE Transactions, as well as in books and conference proceedings. His research interests encompass complex networks, social network analytics, community analytics, machine learning, and computer vision.
Dr. Fouzia Jan is an MBA in Finance and Marketing from Bangalore University. She has done her Ph.D. in Microfinance from Jamia Millia Islamia, New Delhi. She has published many research papers in renowned journals and presented various research papers in National as well as International Journals. Besides, she was awarded Maulana Azad National Fellowship by UGC, India during her research. She has qualified National Eligibility Test with JRF conducted by UGC, India in June, 2012. At present she is an assistant professor in management at Department of Humanities and Social Sciences, National Institute of Technology, Srinagar, Kashmir. She has also worked as a management faculty at University of Kashmir and Central University of Kashmir. Her areas of research interest include Microfinance, Service Marketing, Entrepreneurship, Finance and Banking.
Dr. M. Abulaish, a Professor of Computer Science at South Asian University (SAU), New Delhi, India, has over 26 years of academic and research experience. Since joining SAU in 2016, he has held key administrative roles, including Chairperson of the Computer Science Department, Director of Admissions and Examinations, and Acting Registrar. Previously, he served as Professor and Head of the Computer Science Department at Jamia Millia Islamia, New Delhi, and led a research group at King Saud University's Centre of Excellence in Information Assurance. Dr. Abulaish earned his Ph.D. from IIT Delhi in 2007 and founded the Laboratory for Data Science and Analytics at SAU, focusing on data-intensive interdisciplinary research. His work spans data mining, AI, machine learning, and network analysis, with applications in text mining, social network analysis, rumor detection, sentiment analysis, health informatics, and cybersecurity. He has authored over 140 publications, including eight in IEEE/ACM Transactions.
