Buch, Englisch, 198 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 318 g
Buch, Englisch, 198 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 318 g
Reihe: Computational Social Sciences
ISBN: 978-3-030-22607-7
Verlag: Springer
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.
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Geistes- und Sozialwissenschaften
- Wirtschaftswissenschaften Finanzsektor & Finanzdienstleistungen Finanzsektor & Finanzdienstleistungen: Allgemeines
- Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Wirtschaftstheorie, Wirtschaftsphilosophie
- Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Ökonometrie
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Verhaltensökonomik
Weitere Infos & Material
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
