Thomas Chesney

Agent-Based Modelling of Worker Exploitation (eBook, PDF)

Slave from the Machine

• Format: PDF

Produktbeschreibung

This book illustrates the potential for computer simulation in the study of modern slavery and worker abuse, and by extension in all social issues. It lays out a philosophy of how agent-based modelling can be used in the social sciences. In addressing modern slavery, Chesney considers precarious work that is vulnerable to abuse, like sweat-shop labour and prostitution, and shows how agent modelling can be used to study, understand and fight abuse in these areas. He explores the philosophy, application and practice of agent modelling through the popular and free software NetLogo.

This topical book is grounded in the technology needed to address the messy, chaotic, real world problems that humanity faces-in this case the serious problem of abuse at work-but equally in the social sciences which are needed to avoid the unintended consequences inherent to human responses. It includes a short but extensive NetLogo guide which readers can use to quickly learn this software and go on todevelop complex models. This is an important book for students and researchers of computational social science and others interested in agent-based modelling.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 171
• Erscheinungstermin: 22. Juli 2021
• Englisch
• ISBN-13: 9783030751340
• Artikelnr.: 62284133

Autorenporträt

Thomas Chesney is a British-Irish computational social scientist at the University of Nottingham where he studies the behaviour of networked individuals, particularly in the context of modern slavery. He is the author of several books including Searching For Patterns, a popular science book about data mining, and is co-author of the textbook Principles of Business Information Systems. He teaches topics around data management and data manipulation, and hosts the YouTube channel Wondermass which creates videos about social science even though no one watches them.

Inhaltsangabe

Part I: Philosophy.- Chapter 1. Computing Slavery.- Chapter 2. A Philosophy of Agent Based Modelling.- Chapter 3. The Emergence of Slavery.- Chapter 4. A Culture of Acceptance.- Part II : Application.- Chapter 5. Human Trafficking.- Chapter 6. Identifying Abuses.- Chapter 7. How to Free a Slave.- Part III: Practice.- Chapter 8. Designing an Agent Model.- Chapter 9. Statistics-for and Statistics-with Agent Models.- Chapter 10. Final Thoughts.