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Behavior and Evolutionary Dynamics in Crowd Networks : An Evolutionary Game Approach / by Yan Chen, H. Vicky Zhao.
- Format:
- Book
- Author/Creator:
- Chen, Yan (Researcher in multimedia, signal processing and wireless communications), author.
- Zhao, H. Vicky, 1976- author.
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in social networks 2190-5428
- Lecture Notes in Social Networks, 2190-5428
- Language:
- English
- Subjects (All):
- Application software.
- Social media.
- Signal processing.
- Image processing.
- Speech processing systems.
- Graph theory.
- Computer Applications.
- Social Media.
- Signal, Image and Speech Processing.
- Graph Theory.
- Local Subjects:
- Computer Applications.
- Social Media.
- Signal, Image and Speech Processing.
- Graph Theory.
- Physical Description:
- 1 online resource (XVII, 135 pages) : 68 illustrations, 60 illustrations in color.
- Edition:
- First edition 2020.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Singapore : Springer Singapore : Imprint: Springer, 2020.
- System Details:
- text file PDF
- Summary:
- This book offers a holistic framework to study behavior and evolutionary dynamics in large-scale, decentralized, and heterogeneous crowd networks. It reviews the fundamental methodologies to study user interactions and evolutionary dynamics in crowd networks and discusses recent advances in this emerging interdisciplinary research field. Using information diffusion over social networks as an example, it presents a thorough investigation of the impact of user behavior on the network evolution process and demonstrates how this can help improve network performance. .
- Contents:
- Introduction
- Evolutionary Dynamics with Rational Users
- "Irrational" Behavior Analysis
- "Smart" Evolution with Indirect Reciprocity
- User Heterogeneity
- Evolution of Correlated Events
- Concluding Remarks.
- Other Format:
- Printed edition:
- ISBN:
- 978-981-15-7160-2
- 9789811571602
- Access Restriction:
- Restricted for use by site license.
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