Encyclopedia of Social Network Analysis and Mining

The Encyclopedia of Social Network Analysis and Mining (ESNAM) is the first major reference work to integrate fundamental concepts and research directions in the areas of social networks and  applications to data mining. While ESNAM  reflects the state-of-the-art in  social network research, the fie...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Alhajj, Reda (Editor ), Rokne, Jon (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Temas:
Computer networks .
Sociology.
System theory.
Bioinformatics.
Computers and civilization.
Security systems.
Computer Communication Networks.
Complex Systems.
Computers and Society.
Security Science and Technology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Applied Computational Geometry for Social Networks
  • Basics of Social Network Model Construction and Evolution
  • Current and Future Research Directions
  • Data Collection, Data Extraction, and Data Preparation for Social Networks Analysis and Mining
  • Data Management for Social Networks and Social Media
  • Data Mining and Machine Learning Techniques for Social Networks
  • Graph Theory for Social Networks (Sociograms)
  • History of Social Networks: Past, Present and Future
  • Internet, Web 2.0, Web Services and Semantic Web
  • Linear Algebra and Statistics for Social Networks
  • Online Social Networks, Social Networking Sites and Social Media
  • Privacy and Security Issues in Social Networks
  • Social Communities
  • Social Network Analysis
  • Social Network Applications in Business, Organizations, industry and Case studies
  • Social Network Applications in Homeland Security, Terrorism, Fraud Detection, Public Sector, Politics and Case studies
  • Social Network Applications in Scientific, Engineering, medical domain and Case studies
  • Social Network Construction, Visualization and Analysis Tools
  • Spatio-Temporal Aspects in Social Networks and Social Media
  • Static Versus Dynamic Networks
  • Technology for Online Social Networking and Human Computer Interact.

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