Agent-Based Simulation of Organizational Behavior

Agent-Based Simulation of Organizational Behavior

Author: Davide Secchi

Publisher: Springer

Published: 2015-08-25

Total Pages: 347

ISBN-13: 331918153X

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The aim of this book is to demonstrate how Agent-Based Modelling (ABM) can be used to enhance the study of social agency, organizational behavior and organizational management. It derives from a workshop, sponsored by the Society for the Study of Artificial Intelligence and the Simulation of Behavior (AISB), held at Bournemouth University Business School in 2014 on “Modelling Organizational Behavior and Social Agency”. The contents of this book are divided into four themes: Perspectives, Modeling Organizational Behavior, Philosophical and Methodological Perspective, and Modeling Organized Crime and Macro-Organizational Phenomena. ABM is a particular and advanced type of computer simulation where the focus of modeling shifts to the agent rather than to the system. This allows for complex and more realistic representations of reality, facilitating an innovative socio-cognitive perspective on organizational studies. The editors and contributing authors claim that the use of ABM may dramatically expand our understanding of human behavior in organizations. This is made possible because of (a) the computational power made available by technological advancements, (b) the relative ease of the programming, (c) the ability to borrow simulation practices from other disciplines, and (d) the ability to demonstrate how the ABM approach clearly enables a socio-cognitive perspective on organizational complexity. Showcasing contributions from academics and researchers of various backgrounds and discipline, this volumes provides a global, interdisciplinary perspective.


Social Self-Organization

Social Self-Organization

Author: Dirk Helbing

Publisher: Springer

Published: 2012-05-05

Total Pages: 343

ISBN-13: 3642240046

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What are the principles that keep our society together? This question is even more difficult to answer than the long-standing question, what are the forces that keep our world together. However, the social challenges of humanity in the 21st century ranging from the financial crises to the impacts of globalization, require us to make fast progress in our understanding of how society works, and how our future can be managed in a resilient and sustainable way. This book can present only a few very first steps towards this ambitious goal. However, based on simple models of social interactions, one can already gain some surprising insights into the social, ``macro-level'' outcomes and dynamics that is implied by individual, ``micro-level'' interactions. Depending on the nature of these interactions, they may imply the spontaneous formation of social conventions or the birth of social cooperation, but also their sudden breakdown. This can end in deadly crowd disasters or tragedies of the commons (such as financial crises or environmental destruction). Furthermore, we demonstrate that classical modeling approaches (such as representative agent models) do not provide a sufficient understanding of the self-organization in social systems resulting from individual interactions. The consideration of randomness, spatial or network interdependencies, and nonlinear feedback effects turns out to be crucial to get fundamental insights into how social patterns and dynamics emerge. Given the explanation of sometimes counter-intuitive phenomena resulting from these features and their combination, our evolutionary modeling approach appears to be powerful and insightful. The chapters of this book range from a discussion of the modeling strategy for socio-economic systems over experimental issues up the right way of doing agent-based modeling. We furthermore discuss applications ranging from pedestrian and crowd dynamics over opinion formation, coordination, and cooperation up to conflict, and also address the response to information, issues of systemic risks in society and economics, and new approaches to manage complexity in socio-economic systems. Selected parts of this book had been previously published in peer reviewed journals.


Modeling Human and Organizational Behavior

Modeling Human and Organizational Behavior

Author: Panel on Modeling Human Behavior and Command Decision Making: Representations for Military Simulations

Publisher: National Academies Press

Published: 1998-08-14

Total Pages: 433

ISBN-13: 0309523893

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Simulations are widely used in the military for training personnel, analyzing proposed equipment, and rehearsing missions, and these simulations need realistic models of human behavior. This book draws together a wide variety of theoretical and applied research in human behavior modeling that can be considered for use in those simulations. It covers behavior at the individual, unit, and command level. At the individual soldier level, the topics covered include attention, learning, memory, decisionmaking, perception, situation awareness, and planning. At the unit level, the focus is on command and control. The book provides short-, medium-, and long-term goals for research and development of more realistic models of human behavior.


Agent-Based Modeling of Sustainable Behaviors

Agent-Based Modeling of Sustainable Behaviors

Author: Amparo Alonso-Betanzos

Publisher: Springer

Published: 2018-07-13

Total Pages: 257

ISBN-13: 9783319834931

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Using the O.D.D. (Overview, Design concepts, Detail) protocol, this title explores the role of agent-based modeling in predicting the feasibility of various approaches to sustainability. The chapters incorporated in this volume consist of real case studies to illustrate the utility of agent-based modeling and complexity theory in discovering a path to more efficient and sustainable lifestyles. The topics covered within include: households' attitudes toward recycling, designing decision trees for representing sustainable behaviors, negotiation-based parking allocation, auction-based traffic signal control, and others. This selection of papers will be of interest to social scientists who wish to learn more about agent-based modeling as well as experts in the field of agent-based modeling.


Agent-Based Simulation: From Modeling Methodologies to Real-World Applications

Agent-Based Simulation: From Modeling Methodologies to Real-World Applications

Author: Takao Terano

Publisher: Springer Science & Business Media

Published: 2006-06-18

Total Pages: 259

ISBN-13: 4431269258

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Agent-based modeling/simulation is an emerging field that uses bottom-up and experimental analysis in the social sciences. Selected research from that presented at the Third International Workshop on Agent-Based Approaches in Economic and Social Complex Systems 2004, held in May 2004 in Kyoto, Japan, is included in this book. The aim of the workshop was to employ the bottom-up approach to social and economic problems by modeling, simulation, and analysis using a software agent. This research area is an emerging interdisciplinary field among the social sciences and computer science, attracting broad attention because it introduces a simulation-based experimental approach to problems that are becoming increasingly complex in an era of globalization and innovation in information technology. The state-of-the-art research and findings presented in this book will be indispensable tools for anyone involved in this rapidly growing discipline.


Research in Organizational Change and Development

Research in Organizational Change and Development

Author: Richard W. Woodman

Publisher: Emerald Group Publishing

Published: 2009-05-21

Total Pages: 404

ISBN-13: 1848555466

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An annual publication featuring studies and theoretical work dealing with the topic of change in organizational settings. Showcasing the approaches to organizational research, whether they be quantitative or qualitative in nature, it includes papers that bring fresh perspectives to classic issues in the field such as resistance and communication.


Handbook of Research Methods in Public Administration, Management and Policy

Handbook of Research Methods in Public Administration, Management and Policy

Author: Eran Vigoda-Gadot

Publisher: Edward Elgar Publishing

Published: 2020-12-25

Total Pages: 448

ISBN-13: 1789903483

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This Handbook comprehensively explores research methods in public administration, management and policy. Exploring the richness of both traditional and contemporary methods and strategies for making progress in the field, it provides an advanced toolkit for understanding the science of public administration and management in the 21st century.


Cambridge Handbook of Routine Dynamics

Cambridge Handbook of Routine Dynamics

Author: Martha S. Feldman

Publisher:

Published: 2021-12-16

Total Pages: 565

ISBN-13: 1108834477

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A comprehensive introduction and overview of research in Routine Dynamics written by the central researchers in the field.


Perspectives on Culture and Agent-based Simulations

Perspectives on Culture and Agent-based Simulations

Author: Virginia Dignum

Publisher: Springer Science & Business Media

Published: 2013-11-11

Total Pages: 245

ISBN-13: 331901952X

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This volume analyses, from a computational point of view, how culture may arise, develop and evolve through time. The four sections in this book examine and analyse the modelling of culture, group and organisation culture, culture simulation, and culture-sensitive technology design. Different research disciplines have different perspectives on culture, making it difficult to compare and integrate different concepts and models of culture. By taking a computational perspective this book nevertheless enables the integration of concepts that play a role in culture, even though they might originate from different disciplines. Culture is usually regarded as something vague and qualitative and thus difficult to deal with in a computational and formal setting. Taking a computational approach to culture thus encompasses a twofold risk: taking a too simplistic approach to cultural influence on behaviour; or trying to capture too much, hence not leading to useful computational tools. However, the approaches and insights in this collection show how different perspectives by leading researchers described in thirteen chapters still can form a coherent picture. The book thus illustrates the potential of using computing systems to better understand culture. By describing methods, theories and concrete application results about the integration of cultural aspects into computer systems, this book provides inspiration to researchers of all disciplines alike and presents the start of an interdisciplinary dialogue on culture.