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Applications of Data-Centric Science to Social Design

Qualitative and Quantitative Understanding of Collective Human Behavior
BuchGebunden
266 Seiten
Englisch
Springererschienen am15.07.20191st ed. 2019
The intention behind this book is to illustrate the deep relation among human behavior, data-centric science, and social design. Fundamental principles of human behavior, theoretical models of human behavior, and information cascades are addressed as aspects of human behavior.mehr
Verfügbare Formate
BuchGebunden
EUR128,39
E-BookPDF1 - PDF WatermarkE-Book
EUR117,69

Produkt

KlappentextThe intention behind this book is to illustrate the deep relation among human behavior, data-centric science, and social design. Fundamental principles of human behavior, theoretical models of human behavior, and information cascades are addressed as aspects of human behavior.
Details
ISBN/GTIN978-981-10-7193-5
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2019
Erscheinungsdatum15.07.2019
Auflage1st ed. 2019
ReiheAgent-Based Social Systems
Seiten266 Seiten
SpracheEnglisch
Gewicht565 g
IllustrationenX, 266 p. 95 illus., 39 illus. in color.
Artikel-Nr.43803932
Rubriken
GenreWirtschaft

Inhalt/Kritik

Inhaltsverzeichnis
Part A: Methods for Data Analysis and Design.- Chapter 1: How we design our society from data-centric point of view.- Chapter 2: Practical methods of data analysis.- Chapter 3: How to design data products with heterogeneous stakeholders.- Chapter 4: Designing Human-Machine Systems Focusing on Benefits of Inconvenience.- Part B: Mathematical Foundation of Collective Human Behavior.- Chapter 5: A simple model for information cascade and Two kinds of phase transitions.- Chapter 6: Information cascade model on networks I .- Chapter 7: Information cascade on networks II.- Chapter 8: Correlation function for generalized Polya urns: Finite-size scaling analysis.- Chapter 9: Pitman distribution and Big data analysis of Japanese election.- Chapter 10: Exact Scale Invariance in Mixing of Binary Candidates: Big data analysis.- Chapter 11: Phase transition in a voting experiment of two-choice quiz.- Chapter 12: Phase transition in generalized Polya urn in Information cascade experiment.mehr