Diffusion in Social Networks

• Κύριοι συγγραφείς: Shakarian, Paulo (Συγγραφέας), Bhatnagar, Abhivav (Συγγραφέας), Aleali, Ashkan (Συγγραφέας), Shaabani, Elham (Συγγραφέας), Guo, Ruocheng (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Έκδοση: 1st ed. 2015.
• Σειρά: SpringerBriefs in Computer Science,
• Θέματα: Computer science.; Data encryption (Computer science).; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Encryption.

This book presents the leading models of social network diffusion that are used to demonstrate the spread of disease, ideas, and behavior. It introduces diffusion models from the fields of computer science (independent cascade and linear threshold), sociology (tipping models), physics (voter models)...

Πίνακας περιεχομένων:

• Introduction
• The SIR Model and Identification of Spreaders
• The Tipping Model and the Minimum Seed Problem
• The Independent Cascade and Linear Threshold Models
• Logic Programming Based Diffusion Models
• Evolutionary Graph Theory
• Examining Diffusion in the Real World
• Conclusion.