Computational Social Networks

Mining and Visualization

Ajith Abraham (Herausgeber)

Buch | Hardcover
386 Seiten
2012
Springer London Ltd (Verlag)
978-1-4471-4053-5 (ISBN)

Lese- und Medienproben

Computational Social Networks -
139,09 inkl. MwSt
This book is the third of three volumes that illustrate the concept of social networks from a computational point of view. describes simulations of social networks, and the representation and analysis of social networks, highlighting methods for the data mining of CSNs;
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.

Part I: Mining.- Social Networks Analysis.- Performance Evaluation of Social Network Using Data Mining Techniques.- Bio-Inspired Clustering and Data Diffusion in Machine Social Networks.- Mining Geo-Referenced Community-Contributed Multimedia Data.- Correlation Mining for Web News Retrieval.- Mining Micro-Blogs.- Mining Buyer Behavior Patterns Based on Dynamic Group-Buying Networks.- Reliable Online Social Network Data Collection.- Knowledge Mining from the Twitter Social Network.- Part II: Visualization.- Mining and Visualizing Research Networks using the Artefact-Actor-Network Approach.- Intelligent Visual Pattern Clustering for Storage Layouts in Virtual Environments.- Extraction and Analysis of Facebook Friendship Relations.- Analysis of Human-Computer Interactions and Online Social Networking.- Implementation of Social Network Analysis for Web Cache Content Mining Visualization.

Zusatzinfo XIV, 386 p.
Verlagsort England
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Datenbanken
Mathematik / Informatik Informatik Netzwerke
Informatik Software Entwicklung User Interfaces (HCI)
Schlagworte Ad Hoc Network Applications and Services • Anonymity and Privacy • ethical dilemmas • Information Sharing • social gaming • Social Media Analysis • social network analysis • Social Structure
ISBN-10 1-4471-4053-2 / 1447140532
ISBN-13 978-1-4471-4053-5 / 9781447140535
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Aus- und Weiterbildung nach iSAQB-Standard zum Certified Professional …

von Mahbouba Gharbi; Arne Koschel; Andreas Rausch; Gernot Starke

Buch | Hardcover (2023)
dpunkt Verlag
34,90