Social Network Data Analytics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Aggarwal, Charu C. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2011.
• Έκδοση: 1.
• Θέματα: Computer science.; Computer organization.; Database management.; Application software.; Management information systems.; Computer Science.; Information Systems Applications (incl. Internet).; Database Management.; Management of Computing and Information Systems.; Computer Systems Organization and Communication Networks.; Computer Appl. in Social and Behavioral Sciences.

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...

Πίνακας περιεχομένων:

• 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.