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This collection of contributed chapters demonstrates a wide range of applications within two overlapping research domains: social media analysis and social network analysis. Various methodologies were utilized in the twelve individual chapters including static, dynamic and real-time approaches to graph, textual and multimedia data analysis. The topics apply to reputation computation, emotion detection, topic evolution, rumor propagation, evaluation of textual opinions, friend ranking, analysis of public transportation networks, diffusion in dynamic networks, analysis of contributors to communities of open source software developers, biometric template generation as well as analysis of user behavior within heterogeneous environments of cultural educational centers. Addressing these challenging applications is what makes this edited volume of interest to researchers and students focused on social media and social network analysis.

Computer Science. --- Data Mining and Knowledge Discovery. --- Complex Networks. --- Computer Appl. in Social and Behavioral Sciences. --- Computer science. --- Data mining. --- Social sciences --- Informatique --- Exploration de données (Informatique) --- Sciences sociales --- Data processing. --- Social sciences_xData processing. --- Engineering & Applied Sciences --- Computer Science --- Social networks --- Online social networks --- Social media --- Computer networks. --- User-generated media --- Electronic social networks --- Social networking Web sites --- Networking, Social --- Networks, Social --- Social networking --- Social support systems --- Support systems, Social --- Application software. --- Physics. --- Natural philosophy --- Philosophy, Natural --- Physical sciences --- Dynamics --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Informatics --- Science --- Communication --- User-generated content --- Sociotechnical systems --- Web sites --- Interpersonal relations --- Cliques (Sociology) --- Microblogs --- Applications of Graph Theory and Complex Networks. --- Network analysis. --- Network analysis (Social sciences) --- SNA (Social network analysis) --- Social network analysis --- System analysis --- Methodology --- Virtual communities

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This edited volume presents advances in modeling and computational analysis techniques related to networks and online communities. It contains the best papers of notable scientists from the 4th European Network Intelligence Conference (ENIC 2017) that have been peer reviewed and expanded into the present format. The aim of this text is to share knowledge and experience as well as to present recent advances in the field. The book is a nice mix of basic research topics such as data-based centrality measures along with intriguing applied topics, for example, interaction decay patterns in online social communities. This book will appeal to students, professors, and researchers working in the fields of data science, computational social science, and social network analysis. .

Computer networks --- Computer bootstrapping. --- Online social networks. --- Electronic social networks --- Social networking Web sites --- Social media --- Social networks --- Sociotechnical systems --- Web sites --- Booting, Computer --- Bootstrapping, Computer --- Computer booting --- Computer systems --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Electronic data processing --- Network computers --- Mathematical models. --- Distributed processing --- Social sciences—Data processing. --- Social sciences—Computer programs. --- Data mining. --- Internet marketing. --- Computational Social Sciences. --- Applications of Graph Theory and Complex Networks. --- Data Mining and Knowledge Discovery. --- Online Marketing/Social Media. --- Graph Theory. --- Online marketing --- Web marketing --- World Wide Web marketing --- Electronic commerce --- Marketing --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Physics. --- Graph theory. --- Graph theory --- Graphs, Theory of --- Theory of graphs --- Combinatorial analysis --- Topology --- Natural philosophy --- Philosophy, Natural --- Physical sciences --- Dynamics --- Extremal problems