State of the Art Applications of Social Network Analysis

Fazli Can, Tansel Özyer, Faruk Polat (Herausgeber)

Buch | Softcover

XII, 372 Seiten

2016 | 1. Softcover reprint of the original 1st ed. 2014
Springer International Publishing (Verlag)
978-3-319-35649-5 (ISBN)

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Social network analysis increasingly bridges the discovery of patterns in diverse areas of study as more data becomes available and complex. Yet the construction of huge networks from large data often requires entirely different approaches for analysis including; graph theory, statistics, machine learning and data mining. This work covers frontier studies on social network analysis and mining from different perspectives such as social network sites, financial data, e-mails, forums, academic research funds, XML technology, blog content, community detection and clique finding, prediction of user's- behavior, privacy in social network analysis, mobility from spatio-temporal point of view, agent technology and political parties in parliament. These topics will be of interest to researchers and practitioners from different disciplines including, but not limited to, social sciences and engineering.

A Randomized Approach for Structural and Message based Private Friend Recommendation in Online Social Networks.- Context Based Semantic Relations in Tweets.- Fast exact and approximate computation of betweenness centrality in social networks.- Network Simulation.- Early Stage Conversation Catalysts on Entertainment-Based Web Forums.- Predicting Users Behaviours in Distributed Social Networks Using Community Analysis.- What should we protect? Defining differential privacy for social network analysis.- Complex Network Analysis of Research Funding: A Case Study of NSF Grants.- Community Evolutionary Events in Online Social Networks.- @Rank: Personalized Centrality Measure for Email Communication Networks.- Twitter Sentiment Analysis: How To Hedge Your Bets In The Stock Markets.- The Impact of Measurement Time on Subgroup Detection in Online Communities.- Spatial and Temporal Evaluation of Network-Based Analysis of Human Mobility.- An Ant based Particle Swarm Optimization Algorithm for Maximum Clique Problem in Social networks.- XEngine: An XML Search Engine for Social Groups.- Size, diversity and components in the network around an entrepreneur: Shaped by culture and shaping embeddedness of firm relations.- Content Mining of Microblogs.

Erscheinungsdatum	16.09.2016
Reihe/Serie	Lecture Notes in Social Networks
Zusatzinfo	XII, 372 p. 137 illus., 94 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	Agent-based Analysis • Applications of Graph Theory and Complex Networks • Artificial Intelligence • Big Data and Social Network Analysis • blog analysis • community detection • Complex analysis, complex variables • Complex Networks in Political Research • Computational Intelligence • Computer Science • Crowd Mobility Studies • Data Mining • data mining and knowledge discovery • Expert systems / knowledge-based systems • Mathematical Physics • Social Networks and Graph Theory • Swarm Theory Analysis
ISBN-10	3-319-35649-6 / 3319356496
ISBN-13	978-3-319-35649-5 / 9783319356495
Zustand	Neuware