Computational Social Networks

1. Front Matter

   Pages i-xiv

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2. Mining

   1. Front Matter

      Pages 1-1

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3. Mining

   1. Social Networks Analysis: Tools, Measures and Visualization

      • Neveen Ghali, Mrutyunjaya Panda, Aboul Ella Hassanien, Ajith Abraham, Vaclav Snasel

      Pages 3-23

   2. Performance Evaluation of Social Network Using Data Mining Techniques

      • Mrutyunjaya Panda, Ajith Abraham, Sachidananda Dehuri, Manas Ranjan Patra

      Pages 25-49

   3. Bio-inspired Clustering and Data Diffusion in Machine Social Networks

      • Iva Bojic, Tomislav Lipic, Vedran Podobnik

      Pages 51-79

   4. Mining Geo-Referenced Community-Contributed Multimedia Data

      • Milan Mirkovic, Dubravko Culibrk, Vladimir Crnojevic

      Pages 81-102

   5. Correlation Mining for Web News Information Retrieval

      • Jing Liu, Zechao Li, Hanqing Lu

      Pages 103-128

   6. Mining Micro-blogs: Opportunities and Challenges

      • Yang Liao, Masud Moshtaghi, Bo Han, Shanika Karunasekera, Ramamohanarao Kotagiri, Timothy Baldwin et al.

      Pages 129-159

   7. Mining Buyer Behavior Patterns Based on Dynamic Group-Buying Network

      • Xiao Liu, Jianmei Yang

      Pages 161-181

   8. Reliable Online Social Network Data Collection

      • Fehmi Ben Abdesslem, Iain Parris, Tristan Henderson

      Pages 183-210

   9. Knowledge Mining from the Twitter Social Network: The Case of Barack Obama

      • Marco Guidi, Igor Ruiz-Agundez, Izaskun Canga-Sanchez

      Pages 211-229

4. Visualization

   1. Front Matter

      Pages 231-231

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5. Visualization

   1. Mining and Visualizing Research Networks Using the Artefact-Actor-Network Approach

      • Wolfgang Reinhardt, Adrian Wilke, Matthias Moi, Hendrik Drachsler, Peter Sloep

      Pages 233-267

   2. Intelligent-Based Visual Pattern Clustering for Storage Layouts in Virtual Environments

      • Shao-Shin Hung, Chih-Ming Chiu, Tsou Tsun Fu, Jung Tzung Chen, Jyh-Jong Tsay

      Pages 269-290

   3. Extraction and Analysis of Facebook Friendship Relations

      • Salvatore Catanese, Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara, Alessandro Provetti

      Pages 291-324

   4. Analysis of Human-Computer Interactions and Online Social Networking: A Framework

      • Liguo Yu, Srini Ramaswamy

      Pages 325-343

   5. Implementation of Social Network Analysis for Web Cache Content Mining Visualization

      • Sarina Sulaiman, Siti Mariyam Shamsuddin, Ajith Abraham

      Pages 345-376

6. Back Matter

   Pages 377-385

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This book is the third of three volumes that illustrate the concept of social networks from a computational point of view. The book contains contributions from a international selection of world-class experts, with a specific focus on knowledge discovery and visualization of complex networks (the other two volumes review Tools, Perspectives, and Applications, and Security and Privacy in CSNs). Topics and features: presents the latest advances in CSNs, and illustrates how organizations can gain a competitive advantage from a better understanding of complex social networks; discusses the design and use of a wide range of computational tools and software for social network analysis; describes simulations of social networks, and the representation and analysis of social networks, highlighting methods for the data mining of CSNs; provides experience reports, survey articles, and intelligence techniques and theories relating to specific problems in network technology.

• Ad Hoc Network Applications and Services
• Anonymity and Privacy
• Ethical Dilemmas
• Information Sharing
• Social Gaming
• Social Media Analysis
• Social Network Analysis
• Social Structure

• Auburn, USA

  Ajith Abraham

Policies and ethics