Social Network Data Analytics

Social network analysis applications have experienced tremendous advances within the last few years due in part to increasing trends towards users interacting with each other on the internet. Social networks are organized as graphs, and the data on social networks takes on the form of massive stream...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Aggarwal, Charu C. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Temas:
Application software.
Database management.
Electronic data processing-Management.
Computer engineering.
Computer networks .
Social sciences-Data processing.
Computer and Information Systems Applications.
Database Management.
IT Operations.
Computer Engineering and Networks.
Computer Application in Social and Behavioral Sciences.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • An Introduction to Social Network Data Analytics
  • Statistical Properties of Social Networks
  • RandomWalks in Social Networks and their Applications: A Survey
  • Community Discovery in Social Networks: Applications, Methods and Emerging Trends
  • Node Classification in Social Networks
  • Evolution in Social Networks: A Survey
  • A Survey of Models and Algorithms for Social Influence Analysis
  • A Survey of Algorithms and Systems for Expert Location in Social Networks
  • A Survey of Link Prediction in Social Networks
  • Privacy in Social Networks: A Survey
  • Visualizing Social Networks
  • Data Mining in Social Media
  • Text Mining in Social Networks
  • Integrating Sensors and Social Networks
  • Multimedia Information Networks in Social Media
  • An Overview of Social Tagging and Applications.

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