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Social Network Analytics: Computational Research Methods and Techniques de Nilanjan Dey

Social Network Analytics: Computational Research Methods and Techniques

Autor Nilanjan Dey, Samarjeet Borah, Rosalina Babo, Amira S. Ashour
en Limba Engleză Paperback – 23 noi 2018
Social Network Analytics: Computational Research Methods and Techniques focuses on various technical concepts and aspects of social network analysis. The book features the latest developments and findings in this emerging area of research. In addition, it includes a variety of applications from several domains, such as scientific research, and the business and industrial sectors. The technical aspects of analysis are covered in detail, including visualizing and modeling, network theory, mathematical models, the big data analytics of social networks, multidimensional scaling, and more.
As analyzing social network data is rapidly gaining interest in the scientific research community because of the importance of the information and insights that can be culled from the wealth of data inherent in the various aspects of the network, this book provides insights on measuring the relationships and flows between people, groups, organizations, computers, URLs, and more.


  • Examines a variety of data analytic techniques that can be applied to social networks
  • Discusses various methods of visualizing, modeling and tracking network patterns, organization, growth and change
  • Covers the most recent research on social network analysis and includes applications to a number of domains
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Specificații

ISBN-13: 9780128154588
ISBN-10: 0128154586
Pagini: 267
Dimensiuni: 191 x 235 mm
Greutate: 0.48 kg
Editura: ELSEVIER SCIENCE

Public țintă

Researchers, engineers, network, and software developers focused on development of social networks and social media

Cuprins

1. Classification and Analysis of Facebook Metrics Dataset using Supervised Classifiers2. An Overview on Social Networking: Design, Issues, Emerging Trends and Security3. The emergence of stable and glassy states in dynamics of social networks4. De-Anonymization Techniques for Social Networks5. An Analysis of Demographic and Behaviour Trends using Social Media: Facebook, Twitter and Instagram6. Social Network Influence on Mode Choice and Carpooling during Special Events: The Case of Purdue Game Day7. Sentiment Analysis on a set of Movie Reviews using Deep Learning techniques8. Sentiment Analysis for Airlines service based on twitter dataset9. Multilateral Interactions and Isolation in Middlemen driven Network Games10. The Interplay of Identity and Social Network: A Methodological and Empirical study11. Social Networks and Their Uses in the Field Of Secondary Education12. NGOs communication and youth engagement in the digital ecosystem

Notă biografică

Nilanjan Dey (Senior Member, IEEE) received the B.Tech., M.Tech. in information technology from West Bengal Board of Technical University and Ph.D. degrees in electronics and telecommunication engineering from Jadavpur University, Kolkata, India, in 2005, 2011, and 2015, respectively. Currently, he is Associate Professor with the Techno International New Town, Kolkata and a visiting fellow of the University of Reading, UK. He has authored over 300 research articles in peer-reviewed journals and international conferences and 40 authored books. His research interests include medical imaging and machine learning. Moreover, he actively participates in program and organizing committees for prestigious international conferences, including World Conference on Smart Trends in Systems Security and Sustainability (WorldS4), International Congress on Information and Communication Technology (ICICT), International Conference on Information and Communications Technology for Sustainable Development (ICT4SD) etc.

He is also the Editor-in-Chief of International Journal of Ambient Computing and Intelligence, Associate Editor of IEEE Transactions on Technology and Society and series Co-Editor of Springer Tracts in Nature-Inspired Computing and Data-Intensive Research from Springer Nature and Advances in Ubiquitous Sensing Applications for Healthcare from Elsevier etc. Furthermore, he was an Editorial Board Member Complex & Intelligence Systems, Springer, Applied Soft Computing, Elsevier and he is an International Journal of Information Technology, Springer, International Journal of Information and Decision Sciences etc. He is a Fellow of IETE and member of IE, ISOC etc.