Information and Communication Technologies (ICT) in Economic Modeling

Federico Cecconi, Marco Campennì (Herausgeber)

Buch | Softcover

VI, 198 Seiten

2020 | 1st ed. 2019
Springer International Publishing (Verlag)
978-3-030-22607-7 (ISBN)

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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.

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

Erscheinungsdatum	17.08.2020
Reihe/Serie	Computational Social Sciences
Zusatzinfo	VI, 198 p. 59 illus., 52 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	320 g
Themenwelt	Wirtschaft ► Allgemeines / Lexika
Themenwelt	Wirtschaft ► Volkswirtschaftslehre ► Ökonometrie
Schlagworte	AI and economic processes • big data and economic forecasting • computational macroeconomics • computational microeconomics • Computational Social Sciences • fintech publications • ICT and finance • ICT economic model • Information and Communications Technology • Information Technology • IT and economic modeling • machine learning in economics
ISBN-10	3-030-22607-7 / 3030226077
ISBN-13	978-3-030-22607-7 / 9783030226077
Zustand	Neuware