Table of Contents

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   Book Overview
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   Chapter 12 Network Representations of Complex Data
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   Chapter 16 Modeling Social Preferences Based on Social Interactions
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   Chapter 22 Anonymization and De-anonymization of Social Network Data
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   Chapter 25 Multiplex Networks
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   Chapter 27 Community Detection, Current, and Future Research Trends
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   Chapter 28 Arts and Humanities, Complex Network Analysis of
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   Chapter 33 Multiple Social Networks, Data Models and Measures for
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   Chapter 34 Mining Trends in the Blogosphere
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    Chapter 37 Sampling Effects in Social Network Analysis
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    Chapter 41 Statistical Research in Networks: Looking Forward
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    Chapter 42 Temporal Networks
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    Chapter 43 Analysis and Planning of Urban Networks
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    Chapter 47 Evolving Social Graph Clustering
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    Chapter 49 Community Detection in Social Network: An Experience with Directed Graphs
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    Chapter 57 Disaster Response and Relief, VGI Volunteer Motivation in
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    Chapter 60 East Asian Social Networks
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    Chapter 61 E-commerce and Internet Business
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    Chapter 62 E-Government
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    Chapter 63 Election Forecasting, Scientific Approaches
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    Chapter 64 Futures of Social Networks: Where Are Trends Heading?
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    Chapter 65 Gaming and Virtual Worlds
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    Chapter 67 Learning Networks
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    Chapter 68 Mobile Communication Networks
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    Chapter 70 Network Management and Governance
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    Chapter 72 History of Networks at Columbia University
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    Chapter 73 Networks at Harvard University Sociology
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    Chapter 76 Network Analysis in French Sociology and Anthropology
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    Chapter 77 Networks in Geography
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    Chapter 78 Networks in Rural Sociology
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    Chapter 80 Networks in the Twenty-First Century
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    Chapter 81 Online Communities
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    Chapter 82 Online Healthcare Management
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    Chapter 84 Personal Networks: Ties, Space, and the Internet
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    Chapter 86 Political Networks
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    Chapter 87 Pornography Online
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    Chapter 90 Semantic Social Networks
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    Chapter 92 Social Capital
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    Chapter 94 Social History of Computing and Online Social Communities
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    Chapter 95 Social Media, Definition, and History
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    Chapter 103 Wikipedia Collaborative Networks
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    Chapter 105 Cloud Computing
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    Chapter 106 Collective Intelligence, Overview
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    Chapter 107 Crowdsourcing and Human Computation, Introduction
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    Chapter 108 Description Logics
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    Chapter 109 e-Science
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    Chapter 110 Folksonomies
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    Chapter 111 Linked Open Data
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    Chapter 113 Web Ontology Language (OWL)
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    Chapter 114 RDF
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    Chapter 117 Retrieval Models
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    Chapter 118 RIF: The Rule Interchange Format
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    Chapter 122 Social Network Datasets
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    Chapter 123 Ontology Matching
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    Chapter 126 Tag Clouds
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    Chapter 128 Web Archives
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    Chapter 129 Weblog Analysis
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    Chapter 130 Web Mash-Ups
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    Chapter 132 Web Service Composition
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    Chapter 133 Web Service Infrastructure Patterns
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    Chapter 134 WSDL
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    Chapter 135 XPath/XQuery
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    Chapter 136 XSLT
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    Chapter 138 Clustering Algorithms
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    Chapter 140 Correspondence Analysis
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    Chapter 142 Eigenvalues, Singular Value Decomposition
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    Chapter 146 Gibbs Sampling
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    Chapter 147 Independent Component Analysis
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    Chapter 150 Markov Chain Monte Carlo Model
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    Chapter 152 Semirings and Matrix Analysis of Networks
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    Chapter 153 Matrix Decomposition
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    Chapter 154 Principal Component Analysis
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    Chapter 155 Probabilistic Analysis
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    Chapter 158 Probability Matrices
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    Chapter 160 Queueing Theory
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    Chapter 160 Queueing Theory
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    Chapter 161 Ranking Methods for Networks
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    Chapter 162 Regression Analysis
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    Chapter 164 Simulated Datasets
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    Chapter 166 Actor-Based Models for Longitudinal Networks
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    Chapter 167 Spatial Statistics
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    Chapter 168 Spectral Analysis
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    Chapter 170 Theory of Probability, Basics and Fundamentals
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    Chapter 171 Theory of Statistics, Basics, and Fundamentals
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    Chapter 172 Analysis and Mining of Tags, (Micro)Blogs, and Virtual Communities
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    Chapter 174 Collective Intelligence for Crowdsourcing and Community Q&A
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    Chapter 175 Game Theory and Social Networks
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    Chapter 176 Graph Classification in Heterogeneous Networks
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    Chapter 177 Inferring Social Ties
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    Chapter 186 Social Influence Analysis
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    Chapter 189 Social Recommendation in Dynamic Networks
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    Chapter 191 Topology of Online Social Networks
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    Chapter 197 Ethics of Social Networks and Mining
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    Chapter 198 Facebook’s Challenge to the Collection Limitation Principle
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    Chapter 199 Social Media Policy in the Workplace: User Awareness
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    Chapter 200 Legal Implications of Social Networks
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    Chapter 205 Social Network Analysis and Organizational Multimodal Representation
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    Chapter 206 Privacy and Disclosure in a Social Networking Community
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    Chapter 212 Self-Efficacy Versus Expertise
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     Chapter 216 Competition Within and Between Communities in Social Networks
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     Chapter 217 Connecting Communities
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     Chapter 218 Extracting and Inferring Communities Via Link Analysis
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     Chapter 219 Assessing Individual and Group Behavior from Mobility Data: Technological Advances and Emerging Applications
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     Chapter 220 Geography and Web Communities
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     Chapter 221 Group Representation and Profiling
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     Chapter 223 Community Evolution
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     Chapter 224 Demographic, Ethnic, and Socioeconomic Community Structure in Social Networks
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     Chapter 225 Web Communities Versus Physical Communities
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     Chapter 228 Computational Trust Models
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     Chapter 232 Exchange Networks
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     Chapter 234 Flickr and Twitter Data Analysis
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     Chapter 238 Motif Analysis
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     Chapter 241 Path-Based and Whole-Network Measures
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     Chapter 242 Measurement and Analysis of Online Social Networks Systems
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     Chapter 246 Research Designs for Social Network Analysis
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     Chapter 247 Role Identification of Social Networkers
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     Chapter 249 Scholarly Network Analysis
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     Chapter 255 Social Groups in Crowd
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     Chapter 257 Social Interaction Analysis for Team Collaboration
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     Chapter 259 Crowdsourcing and Social Networks
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     Chapter 261 Social Web Search
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     Chapter 263 Structural Holes
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     Chapter 265 Twitter Microblog Sentiment Analysis
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     Chapter 268 Visual Methods and Tools for Social Network Analysis
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     Chapter 269 Wikipedia Knowledge Community Modeling
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     Chapter 270 Business-to-Business Marketing
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     Chapter 271 Cognitive Strategic Groups
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     Chapter 272 Collection and Analysis of Relational Data from Digital Archives
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     Chapter 274 Interlocking Directorate Networks
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     Chapter 275 Modeling of Business Processes and Crisis Management
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     Chapter 276 Managerial Networking
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     Chapter 277 Social Network Analysis in Organizational Structures Evaluation
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     Chapter 278 Supply Chain Networks
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     Chapter 280 Telecommunications Fraud Detection, Using Social Networks for
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     Chapter 282 Mining Blackhole and Volcano Patterns for Fraud Detection
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     Chapter 283 Disease Surveillance, Case Study
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     Chapter 284 Fraud Detection Using Social Network Analysis, A Case Study
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     Chapter 285 Legislative Prediction with Political and Social Network Analysis
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     Chapter 286 Actionable Information in Social Networks, Diffusion of
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     Chapter 287 Social Order in Online Social Networks
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     Chapter 288 Role Discovery
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     Chapter 289 Social Communication Network, Case Study
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     Chapter 290 Social Phishing
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     Chapter 291 Social Networks in Healthcare, Case Study
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     Chapter 294 Spam Detection, E-mail/Social Network
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     Chapter 295 Trust in Social Networks
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     Chapter 296 Misinformation in Social Networks, Analyzing Twitter During Crisis Events
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     Chapter 299 Gephi
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     Chapter 300 Guess
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     Chapter 305 NetMiner
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     Chapter 306 Plug-and-Play Macroscopes: Network Workbench (NWB), Science of Science Tool (Sci2), and Epidemiology Tool (EpiC)
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     Chapter 308 NodeXL: Simple Network Analysis for Social Media
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     Chapter 312 Siena: Statistical Modeling of Longitudinal Network Data
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     Chapter 313 Sources of Network Data
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     Chapter 314 Tools for Networks
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     Chapter 316 UCINET
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     Chapter 319 Location-Based Social Networks
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     Chapter 320 Modeling and Analysis of Spatiotemporal Social Networks
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     Chapter 322 Spatiotemporal Footprints in Social Networks
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     Chapter 323 Spatiotemporal Information for the Web
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     Chapter 326 Spatiotemporal Proximity and Social Distance
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     Chapter 327 Social Internet of Mobile Things and Decision Support Tools
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     Chapter 328 Combining Online Maps with Text Analysis
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     Chapter 331 Mapping Online Social Media Networks
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     Chapter 334 Patterns in Productive Online Networks: Roles, Interactions, and Communication
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     Chapter 335 Extracting Rich Social Network Data via the Facebook API
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     Chapter 337 Online Identities and Social Networks in Organizational Settings
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     Chapter 338 Online Social Network Privacy Management
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     Chapter 339 Univariate Descriptive Statistics
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     Chapter 340 Privacy in Social Networks, Current and Future Research Trends On
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     Chapter 342 Social Networking for Open Innovation
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     Chapter 344 Social Networks for Quantified Self
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     Chapter 345 Twitris: A System for Collective Social Intelligence
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     Chapter 346 Privacy Preservation and Location-Based Online Social Networking
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     Chapter 347 Ethical Issues Surrounding Data Collection in Online Social Networks
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     Chapter 348 Online Social Network Phishing Attack
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     Chapter 350 Game-Theoretic Framework for Community Detection
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     Chapter 351 Multi-Classifier System for Sentiment Analysis and Opinion Mining
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     Chapter 353 Microtext Processing
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     Chapter 354 Network Anomaly Detection Using Co-clustering
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     Chapter 357 Subgraph Extraction for Trust Inference in Social Networks
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     Chapter 361 Virtual Goods in Social Media
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     Chapter 363 Server-Side Scripting Languages
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     Chapter 364 HTML
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     Chapter 365 Link Prediction: A Primer
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     Chapter 366 Components of the Network Around an Actor
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     Chapter 367 Entrepreneurial Networks
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     Chapter 368 Innovator Networks
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     Chapter 369 Interorganizational Networks
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     Chapter 370 Intraorganizational Networks
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     Chapter 371 Networks of Practice
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     Chapter 372 R&D Networks
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     Chapter 373 Top Management Team Networks
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     Chapter 375 Incentives in Collaborative Applications
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     Chapter 376 Outlier Detection with Uncertain Data Using Graphics Processors
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     Chapter 377 Query Answering in the Semantic Social Web: An Argumentation-Based Approach
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     Chapter 378 Time- and Event-Driven Modeling of Blogger Influence
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     Chapter 379 Opinion Diffusion and Analysis on Social Networks
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     Chapter 381 Semantic Social Networks Analysis
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     Chapter 383 Dynamic Community Detection
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     Chapter 384 Friends Recommendations in Dynamic Social Networks
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     Chapter 385 Mobile- and Context-Aware Applications of Social Networks
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     Chapter 386 Stability and Evolution of Scientific Networks
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     Chapter 387 Temporal Analysis on Static and Dynamic Social Networks Topologies
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     Chapter 390 Querying Volatile and Dynamic Networks
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     Chapter 394 Imputation of Missing Network Data
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     Chapter 395 Collecting Qualitative Data to Enhance Social Network Analysis and Data Mining
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     Chapter 396 Desire Lines in Big Data
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     Chapter 401 Reconnaissance and Social Engineering Risks as Effects of Social Networking
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     Chapter 402 Sociograph Representations, Concepts, Data, and Analysis
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     Chapter 403 Social Network Analysis in an Age of Digital Information
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     Chapter 102001 Creating a Space for Collective Problem-Solving
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     Chapter 110149 Time-Aware Egocentric Network-Based User Profiling
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     Chapter 110150 Influence Propagation in Social Networks with Positive and Negative Relationships
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     Chapter 110151 Community Structure Characterization
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     Chapter 110153 Link Dynamics and Community Formation in Social Networks
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     Chapter 110155 Exploring Actor-Level Dynamics in Longitudinal Networks: The State of the Art
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     Chapter 110158 Recommender Systems, Basics Of
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     Chapter 110159 Sentiment Analysis, Basic Tasks of
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     Chapter 110161 Emotions and Personality in Recommender Systems
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     Chapter 110163 Recommender Systems Based on Social Networks
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     Chapter 110164 Relational Network Classification and it’s Applications in Recommender Systems
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     Chapter 110168 Sentiment Analysis of Microblogging Data
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     Chapter 110169 Sentiment Analysis of Reviews
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     Chapter 110170 Sentiment Quantification of User-Generated Content
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     Chapter 110171 Social-Based Collaborative Filtering
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     Chapter 110173 Android Malware Pattern Recognition for Fraud Detection and Attribution: A Case Study
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     Chapter 110174 Tensor-Based Analysis for Urban Networks
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     Chapter 110176 Core Decomposition of Massive, Information-Rich Graphs
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     Chapter 110178 Social Collaborative Media in Software Development
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     Chapter 110179 Cryptography and Communications Privacy: An Introduction
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     Chapter 110180 The Nature of Social Structures
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     Chapter 110181 Aesthetics in Social Media
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     Chapter 110184 Network Actors Within Entrepreneurial Networks: The Current State of Research
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     Chapter 110185 Scalable Graph Clustering and Its Applications
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     Chapter 110186 Small Communities in Social Networks
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     Chapter 110187 Agent Perspective Social Networks: Distributed Second Degree Estimation
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     Chapter 110188 Automated Reasoning
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     Chapter 110190 Synthetic Data Sets
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     Chapter 110191 Canonical Correlation Analysis
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     Chapter 110192 Barycentric Discriminant Analysis
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     Chapter 110194 Community Detection and Analysis on Attributed Social Networks
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     Chapter 110196 Detecting Crowdturfing in Social Media
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     Chapter 110198 Behavior Analysis in Social Networks
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     Chapter 110199 Spam Detection on Social Networks
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     Chapter 110203 Behavior Modeling in Social Networks
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     Chapter 110205 Cross-Platform Social Network Analysis
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     Chapter 110207 Sentiment Analysis in Social Media, Aspect Extraction for
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     Chapter 110208 Social Search and Querying
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     Chapter 110209 R Packages for Social Network Analysis
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     Chapter 110210 Python Packages for Networks
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     Chapter 110211 Haptics
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     Chapter 110212 Socialbots
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     Chapter 110213 Social Media and Social Networking in Political Campaigns/Movements
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     Chapter 110214 Network Science Research Dynamic
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     Chapter 110218 Matrix Factorization Framework for Overlapping Community Detection
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     Chapter 110219 Location-Based Social Network Analysis