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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GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
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Produktdetaljer

ISBN
9789811571626
Publisert
2021-07-30
Utgiver
Springer Verlag, Singapore
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, UP, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
17