Social Phenomena

From Data Analysis to Models

Häftad, Engelska, 2016

AvBruno Gonçalves,Nicola Perra,Bruno Goncalves

1 389 kr

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This book focuses on the new possibilities and approaches to social modeling currently being made possible by an unprecedented variety of datasets generated by our interactions with modern technologies.

Produktinformation

Utgivningsdatum2016-10-22
Mått155 x 235 x 14 mm
Vikt467 g
FormatHäftad
SpråkEngelska
SerieComputational Social Sciences
Antal sidor260
FörlagSpringer International Publishing AG
ISBN9783319349404

Tillhör följande kategorier

Tillämpad datateknik inom Data och it
Matematisk fysik inom Naturvetenskap och teknik
Sociologi inom Samhalle och politik
Optimering inom Naturvetenskap och teknik
Referensverk och tvärvetenskap inom Samhalle och politik

Introduction.- Part I – Social Behavior under normal conditions.- Human mobility.- Face-to-face interactions.- Collaboration networks.- Online interactions.- Human behavior in financial markets.- Social Contagion.- Modeling and predicting human infectious diseases.- Part II – Social Behavior under stress.- Behavioral changes and adaptation induced by epidemics.- Uncovering criminal behavior with computational tools.- Crowd behavior.- Modeling terroristic escalations and warfare.- Discussion and Conclusion.

“As a collection of state-of-the-art summaries and several interesting applications, it could easily form the foundation of multidisciplinary conversations on the future of big data and modeling and simulation to advance understanding of social phenomena. Social Phenomena would serve as a solid starting point for those researchers interested in delving into the increasingly large, available datasets to enhance their models.” (Erika Frydenlund, JASSS The Journal of Artificial Societies and Social Simulation, Vol. 19 (2), March, 2016)“This book is essentially a reference book on data analysis and models. It does a superb job in this domain.” (M. M. Tanik, Computing Reviews, January, 2016)