Behavior and Evolutionary Dynamics in Crowd Networks An Evolutionary Game Approach
Heftet /
2021
/ Engelsk
Product details
ISBN
9789811571626
Published
2021-07-30
Publisher
Springer Verlag, Singapore
Height
235 mm
Width
155 mm
Age
Research, UP, P, 05, 06
Language
Product language
Engelsk
Format
Product format
Heftet
Number of pages
17
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.
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Combines mathematical tools and engineering concepts with ideas from sociology, biology, and game theory and proposes an interdisciplinary approach to model intelligent entities’ decision-making process and their interactions Introduces a holistic framework to theoretically study behavior dynamics and investigates a scenario where some users are irrational and/or malicious Explores new challenges in crowd networks, such as the impact of user heterogeneity on evolutionary dynamics and the evolution of correlated events Offers important guidelines on the design of efficient, effective, and reliable crowd networks
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Product details
ISBN
9789811571626
Published
2021-07-30
Publisher
Springer Verlag, Singapore
Height
235 mm
Width
155 mm
Age
Research, UP, P, 05, 06
Language
Product language
Engelsk
Format
Product format
Heftet
Number of pages
17