Agent-Based Modelling of Worker Exploitation

Agent-Based Modelling of Worker Exploitation PDF

Author: Thomas Chesney

Publisher: Springer Nature

Published: 2021-07-22

Total Pages: 180

ISBN-13: 3030751341

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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 to develop complex models. This is an important book for students and researchers of computational social science and others interested in agent-based modelling.

Agent-Based Modelling of Social Networks in Labour–Education Market System

Agent-Based Modelling of Social Networks in Labour–Education Market System PDF

Author: Alexander Tarvid

Publisher: Springer

Published: 2015-11-27

Total Pages: 92

ISBN-13: 3319265393

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This book covers the modelling of human behaviour in the education and labour markets, which due to their interdependency are viewed as one system. Important factors influencing the decision-making of individuals and firms in this system are discussed. The role of social environment and networks is stressed. The approach of agent-based modelling is presented and compared with standard economic modelling and other simulation techniques in the context of modelling complex adaptive systems. Practical questions in building agent-based models of labour–education market system with social networks are discussed. These questions include modelling the structure of education system and agent behaviour there; modelling and calibrating the labour market without and with firms; generating the social network, defining its behaviour and calibrating it; and embedding the resulting system into a larger model.

Agent-based Modeling and Simulation in Archaeology

Agent-based Modeling and Simulation in Archaeology PDF

Author: Gabriel Wurzer

Publisher: Springer

Published: 2014-11-08

Total Pages: 276

ISBN-13: 331900008X

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Archaeology has been historically reluctant to embrace the subject of agent-based simulation, since it was seen as being used to "re-enact" and "visualize" possible scenarios for a wider (generally non-scientific) audience, based on scarce and fuzzy data. Furthermore, modeling "in exact terms" and programming as a means for producing agent-based simulations were simply beyond the field of the social sciences. This situation has changed quite drastically with the advent of the internet age: Data, it seems, is now ubiquitous. Researchers have switched from simply collecting data to filtering, selecting and deriving insights in a cybernetic manner. Agent-based simulation is one of the tools used to glean information from highly complex excavation sites according to formalized models, capturing essential properties in a highly abstract and yet spatial manner. As such, the goal of this book is to present an overview of techniques used and work conducted in that field, drawing on the experience of practitioners.

Agent-Based Models in Economics

Agent-Based Models in Economics PDF

Author: Domenico Delli Gatti

Publisher: Cambridge University Press

Published: 2018-03-22

Total Pages: 261

ISBN-13: 1108414990

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The first step-by-step introduction to the methodology of agent-based models in economics, their mathematical and statistical analysis, and real-world applications.

Creative Industries and Urban Spatial Structure

Creative Industries and Urban Spatial Structure PDF

Author: Helin Liu

Publisher: Springer

Published: 2015-07-29

Total Pages: 238

ISBN-13: 3319166107

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This book explores the dynamics of the interaction between the development of creative industries and urban land use in Nanjing, a metropolis and a growth pole in the Yangtze River Delta. In the last two decades, China's economy has been undergoing dramatic growth. Yet, accompanying with China's economic success is the disturbing environmental deterioration and energy concerns. These issues together with the diminution of the advantage of low-cost labour force present many Chinese cities, particularly big cities specialising in manufacturing in the most developed regions, the urgency to find new approaches to "creative China". As an ancient city featured by abundance of cultural heritages and legacies of heavy industries, Nanjing has been striving for a decade to transform its economy towards a creative economy by cultivating creative industries. In parallel with the flourishing of creative industries are contest for land resources among different interest parties and restructuring of urban land use. Both are new challenges for urban planning. This complex process is examined in this book by an interdisciplinary approach which integrates GIS, ABM, questionnaire investigation and interview.

Agent-Based Business Process Simulation

Agent-Based Business Process Simulation PDF

Author: Emilio Sulis

Publisher: Springer Nature

Published: 2022-07-27

Total Pages: 182

ISBN-13: 3030988163

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This book provides a conceptual clarification of the interconnections between agent-based modeling and business process management (BPM) and presents practical examples of agent-based models dealing with BPM and simulation in NetLogo. The book is structured in three parts. Part I starts with the motivation for the work and introduces the general structure of the book. Next, chapter 2 provides a brief introduction to main BPM concepts including the business process lifecycle, which describes the analysis of an organization by means of modeling and simulation, business process performance indicators, and the automatic extraction of information from event data. Chapter 3 then offers a summary of the concept of agent and the studies concerning agent-based approaches that involve business process analysis and management studies. Part II of the book introduces in chapter 4 the NetLogo tool adopted throughout the remaining book. After that, chapter 5 focuses on agent-oriented modeling as a problem domain analysis and design approach for creating decision-support systems based on agent-based simulations. Chapter 6 further describes the topic of agent-based modeling and simulation for business process analysis. The final part III starts with chapter 7 that reviews some BPM applications by introducing programs enabling to manage models represented in standard formats, such as BPMN, Petri nets, and the eXtensible Event Stream standard language. Subsequently, chapter 8 describes a number of case studies from different areas, and eventually, chapter 9 introduces some examples of advanced topics of process mining and agent-based simulation with process discovery, conformance checking, and agent-based applications utilizing Petri nets. The book is primarily written for researchers and advanced graduate and PhD students who look for an introduction to the fruitful exploitation of agent-based modeling to business process management. The book is also useful for industry practitioners who are interested in supporting their business decisions with computational simulations. The book is complemented by a dedicated web site with lots of additional details and models in NetLogo for further evaluation by the reader.

Agent-Based Modelling and Geographical Information Systems

Agent-Based Modelling and Geographical Information Systems PDF

Author: Andrew Crooks

Publisher: SAGE Publications Limited

Published: 2019-01-16

Total Pages: 0

ISBN-13: 9781473958654

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This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website). You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems. All of the key ideas and methods are explained in detail: geographical modelling; an introduction to ABM; the fundamentals of Geographical Information Science; why ABM and GIS; using QGIS; designing and building an ABM; calibration and validation; modelling human behavior. An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.

Food Exploitation By Social Insects

Food Exploitation By Social Insects PDF

Author: Stefan Jarau

Publisher: CRC Press

Published: 2009-05-21

Total Pages: 348

ISBN-13: 1420075616

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Omnipresent in virtually all terrestrial ecosystems and of undisputed ecological and economical importance, the study of social insects is an area that continues to attract a vast number of researchers. As a consequence, a huge amount of information about their biology and ecology has accumulated. Distilling this scattered information into a highly

Social, Cultural, and Behavioral Modeling

Social, Cultural, and Behavioral Modeling PDF

Author: Kevin S. Xu

Publisher: Springer

Published: 2016-06-16

Total Pages: 422

ISBN-13: 3319399314

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This book constitutes the refereed proceedings of the 9th International Conference on Social, Cultural, and Behavioral Modeling & Prediction and Behavior Representation in Modeling and Simulation, SBP-BRiMS 2016, held in Washington, DC, USA, in June/July 2016. The 38 full papers presented were carefully reviewed and selected from 78 submissions. The goal of this conference was to build a new community of social cyber scholars by bringing together and fostering interaction between members of the scientific, corporate, government and military communities interested in understanding, forecasting and impacting human socio-cultural behavior. For this three challenges have to be met: deep understanding, socio-cognitive reasoning, and re-usable computational technology. Thus papers come from a wide number of disciplines: computer science, psychology, sociology, communication science, public health, bioinformatics, political science, and organizational science.

Management and Organizational Studies on Blue & Grey Collar Workers

Management and Organizational Studies on Blue & Grey Collar Workers PDF

Author: Joanna Paliszkiewicz

Publisher: Emerald Group Publishing

Published: 2023-05-09

Total Pages: 302

ISBN-13: 1804557544

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Highlighting the workers who provide the essential services, maintenance and manufactured goods that power the global economy, Management and Organizational Studies on Blue and Grey Collar Workers supplies essential knowledge on an often overlooked workforce for a variety of disciplines.

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