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Information and Communication Technologies (ICT) in Economic Modeling: Computational Social Sciences

Editat de Federico Cecconi, Marco Campennì
en Limba Engleză Paperback – 14 aug 2020
This book presents the effects of integrating information and communication technologies (ICT) and economic processes in macroeconomic dynamics, finance, marketing, industrial policies, and in government economic strategy. The text explores modeling and applications in these fields and also describes, in a clear and accessible manner, the theories that guide the integration among information technology (IT), telecommunications, and the economy, while presenting examples of their applications. Current trends such as artificial intelligence, machine learning, and big data technologies used in economics are also included. This volume is suitable for researchers, practitioners, and students working in economic theory and the computational social sciences. 


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Specificații

ISBN-13: 9783030226077
ISBN-10: 3030226077
Pagini: 198
Ilustrații: VI, 198 p. 59 illus., 52 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.3 kg
Ediția:1st ed. 2019
Editura: Springer International Publishing
Colecția Springer
Seria Computational Social Sciences

Locul publicării:Cham, Switzerland

Cuprins

PartI: Theory.- Chapter1: Agent-based Computational Economics and Industrial Organization Theory.- Chapter2: Towards a big-data based economy.- Chapter3: Real worlds: simulating non-standard rationality in microeconomics.- Chapter4: The many faces of crowdfunding: a brief classification of the systems and a snapshot of Kickstarter.- PartII: Applications.- Chapter5: Passing-on in Cartel Damages Action: an Agent-Based Model.- Chapter6: Modeling the dynamics of reward-based crowdfunding systems: an agent-based model of Kickstarter.- Chapter7: Fintech: The recovery activity for non-performing loans.- Chapter8: CDS MANAGER: An educational tool for credit derivative market.- Chapter9: A decision-making model for critical infrastructures in conditions of deep uncertainty.- Chapter10: SPIDER: the statistical approach to value assignment problem.- Chapter11: BIG DATA for fraud detection

Textul de pe ultima copertă

This book presents the effects of integrating information and communication technologies (ICT) and economic processes in macroeconomic dynamics, finance, marketing, industrial policies, and in government economic strategy. The text explores modeling and applications in these fields and also describes, in a clear and accessible manner, the theories that guide the integration among information technology (IT), telecommunications, and the economy, while presenting examples of their applications. Current trends such as artificial intelligence, machine learning, and big data technologies used in economics are also included. This volume is suitable for researchers, practitioners, and students working in economic theory and the computational social sciences. 


Caracteristici

Presents the novel impact of the interaction between ICT and the economy in society and in cultural dynamics Contains accessible applications and models without using technical jargon With richly illustrated algorithms and modeling samples from everyday computer technology in economic practice