Applications of Social Media and Social Network Analysis

Przemysław Kazienko, Nitesh Chawla (Herausgeber)

Buch | Softcover

XIII, 240 Seiten

2016 | Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-36441-4 (ISBN)

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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.

A Node-Centric Reputation Computation Algorithm on Online Social Networks.- Measuring Centralities for Transportation Networks Beyond Structures.- Indifferent Attachment: The Role of Degree in Ranking Friends.- Analyzing the Social Networks of Contributors in Open Source Software Community.- Precise Modeling Rumor Propagation and Control Strategy on Social Networks.- Studying Graph Dynamics Through Intrinsic Time Based Diffusion Analysis.- A Learning Based Approach for Real-time Emotion Classification of Tweets.- A New Linguistic Approach to Assess the Opinion of Users in Social Network Environments.- Visual Analysis of Topical Evolution in Unstructured Text: Design and Evaluation of TopicFlow.- Explaining Scientic and Technical Emergence Forecasting.- Combining Social, Audiovisual and Experiment Content for Enhanced Cultural Experiences.- Social Network Analysis for Biometric Template Protection.

Erscheinungsdatum	20.10.2016
Reihe/Serie	Lecture Notes in Social Networks
Zusatzinfo	XIII, 240 p. 123 illus., 37 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	Application of Analytical Methods • Applications of Complex Networks • Applications of Graph Theory and Complex Networks • Biometric Template Protection • Complex analysis, complex variables • Computer applications in the social and behavioura • Computer Appl. in Social and Behavioral Sciences • Computer Science • Data Mining • data mining and knowledge discovery • Diffusion in Social Networks • Dynamic Analysis of Networks • emotion detection • Expert systems / knowledge-based systems • Mathematical Physics • Multimedia Data Analysis • Opinion Evaluation • Real-time Network Analysis • Reputation in Social Media • Rumour Propagation • Social Media Analysis • social network analysis • Topic Evolution • Transportation Networks
ISBN-10	3-319-36441-3 / 3319364413
ISBN-13	978-3-319-36441-4 / 9783319364414
Zustand	Neuware