Computational Social Science: SAGE Benchmarks in Social Research Methods
Editat de Nigel Gilberten Limba Engleză Hardback – 21 sep 2010
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Specificații
ISBN-13: 9781847871718
ISBN-10: 1847871712
Pagini: 1664
Dimensiuni: 156 x 234 x 117 mm
Greutate: 3.18 kg
Ediția:Four-Volume Set
Editura: SAGE Publications
Colecția Sage Publications Ltd
Seria SAGE Benchmarks in Social Research Methods
Locul publicării:London, United Kingdom
ISBN-10: 1847871712
Pagini: 1664
Dimensiuni: 156 x 234 x 117 mm
Greutate: 3.18 kg
Ediția:Four-Volume Set
Editura: SAGE Publications
Colecția Sage Publications Ltd
Seria SAGE Benchmarks in Social Research Methods
Locul publicării:London, United Kingdom
Cuprins
VOLUME 1
Introduction
Why Agents? On the varied motivations for agent computing in the social sciences - Robert L. Axtell
On Generating Hypotheses Using Computer Simulations - Kathleen M. Carley
The Computer as a Laboratory - John L. Casti
Learning to Speculate: Experiments with artificial and real agents - John Duffy
Agent-Based Computational Models and Generative Social Science - Joshua M. Epstein
Seeing Around Corners - J. Rauch
Precursors and Early Work
A Computer Simulation of Community Referendum Controversies - Robert P. Abelson and Alex Bernstein
A Monte Carlo Approach to Diffusion - T. Hagerstrand
Flocks, Herds, and Schools: A distributed behavioral model - Craig W. Reynolds
The Checkerboard Model of Social Interaction - J.M. Sakoda
Dynamic Models of Segregation - T.C. Schelling
Negotiation as a Metaphor for Distributed Problem Solving - R.G. Smith and R. Davis
Agent-based Computational Economics
Auctions with Artificial Adaptive Agents - James Andreoni and John H. Miller
Competing Technologies, Increasing Returns, and Lock-In by Historical Events - W. Brian Arthur
Why Are We Simulating Anyway? Some answers from economics - E. Chattoe
The Emergence of Economic Classes in an Agent-Based Bargaining Model - Joshua M. Epstein, Robert L. Axtell and P. Young
Artificial Adaptive Agents in Economic Theory - John H. Holland and John H. Miller
Evolving Market Structure: An ACE model of price dispersion and loyalty - Alan P. Kirman and Nicolaas J. Vriend
Artificial Worlds and Economics, Part II - David A. Lane
Modeling Macroeconomies as Open-Ended Dynamic Systems of Interacting Agents - L. LeBaron and L. Tesfatsion
Why are Economists Sceptical about Agent-based Simulations? - Roberto Leombruni and Matteo Richiardi
Agent-Based Modelling - A Methodology for the Analysis of Qualitative Development Processes - Andreas Pyka and Thomas Grebel
VOLUME 2
Modelling Sociality
Symbolic Interactionist Modeling: The coevolution of symbols and institutions - D.V. Duong
Modeling Sociality: The view from Europe - Nigel Gilbert
The Emergence of Computational Sociology - N.P. Hummon and T.J. Fararo
From Factors to Actors: Computational sociology and agent-based modeling - Michael M. Macy and Robert Willer
Exploration and Exploitation in Organizational Learning - James G. March
Multi-Agent Systems for the Simulation of Land-Use and Land-Cover Change: A review - Dawn C. Parker, Steven Manson, Marco A. Janssen, Matthew J. Hoffmann and Peter Deadman
Multi-Agent Dependence by Dependence Graphs - Jaime S. Sichman and Rosario Conte
Groups
Sociophysics: A new approach of sociological collective behavior - Serge Galam, Y. Gefen and Y. Shapir
Towards a Theory of Collective Phenomena: Consensus and attitude changes in groups - Serge Galam and Serge Moscovici
Status and Participation in Task Groups: A dynamic network model - John Skvoretz and Thomas J. Fararo
Organisations
A Garbage Can Model of Organizational Choice - Michael D. Cohen, James G. March and Johan P. Olsen
Societies
Population Growth and Collapse in a Multiagent Model of the Kayenta Anasazi in Long House Valley - Robert L. Axtell, Joshua M. Epstein, Jeffrey S. Dean, George J. Gumerman, et al
The "Wedding-Ring": An agent-based marriage model based on social interaction - F. Billari, A. Prskawetz, B.A. Diaz and T. Fent
The EOS Project: Integrating two models of palaeolithic social change - Jim Doran and Mike Palmer
Persuasion Dynamics - Gérard Weisbuch, Guillaume Deffuant and Frédéric Amblard
Networks
The Structure of Scientific Collaboration Networks - M.E.J. Newman
Opinion Evolution in Closed Community - Katarzyna Sznajd-Weron and Jósef Sznajd
The "New" Science of Network - Duncan J. Watts
VOLUME 3
Social Dilemmas
Agent-Based Simulation in the Study of Social Dilemmas - N.M. Gotts, J.G. Polhill and A.N.R. Law
Learning, Signaling, and Social Preferences in Public-Good Games - Marco A. Janssen and T.K. Ahn
Nucleus and Shield: The evolution of social structure in the iterated prisoner's dilemma - Bjørn Lomborg
Cognition and Norms
An Evolutionary Approach to Norms - Robert Axelrod
Simulating Fishermen Society - François Bousquet, C. Cambier, C. Mullon, P. Morand, and J. Quensiere
The Emperor's Dilemma: A computational model of self-enforcing norms - Damon Centola, Robert Willer and Michael M. Macy
Understanding the Functions of Norms in Social Groups through Simulation - Roasario Conte and Christiano Castelfranchi
Evolving Specialisation, Altruism and Group-Level Optimisation Using Tags - David Hales
The Evolution of Ethnocentrism - Ross A. Hammond and Robert Axelrod
Fashions, Habits and Changing Preferences: Simulation of psychological factors affecting market dynamics - Marco A. Janssen and Wander Jager
Modeling Agents within a BDI Architecture - Anand S. Rao and Michael P. Georgeff
A Multi-Agent Model for Describing Transhumance in North Cameroon: Comparison of different rationality to develop a routine - Juliette Rouchier, François Bousquet, Mélanie Requier-Desjardins and Martine Antona
The Evolution of Communication Systems by Adaptive Agents - Luc Steels
Cognitive Science Meets Multi-Agent Systems: A prolegomenon - Ron Sun
Methodology
From KISS to KIDS - An 'Anti-simplistic' Modelling Approach - Bruce Edmonds and Scott Moss
VOLUME IV
Emergence
Varieties of Emergence - Nigel Gilbert
Computation at the Edge of Chaos: Phase transitions and emergent computation - C.G. Langton
Emergent Properties of Balinese Water Temple Networks: Coadaptation on a rugged fitness landscape - J. Stephen Lansing and James N. Kremer
The Standing Ovation Problem - John H. Miller and Scott E. Page
Artificial Societies: Multiagent systems and the micro-macro link in sociological theory - R. Keith Sawyer
Computational Models of Emergent Properties - John Symons
Tools and Techniques
Advancing the Art of Simulation in the Social Sciences - Robert Axelrod
Multi-Agent Systems and Role Games: Collective learning processes for ecosystem management - François Bousquet, O. Barreteau, P. D'Aquino, M. Etienne, S. Boissau, S. Aubert, et al.
Agent-Based Modeling vs. Equation-Based Modeling: A case study and users' guide - H. Van Dyke Parunak, Robert Savit and Rick L. Riolo
How to Build and Use Agent-Based Models in Social Science - Nigel Gilbert and P. Terna
A Standard Protocol for Describing Individual-Based and Agent-Based Models - Volker Grimm, Uta Berger, Finn Bastiansen, Sigrunn Eliassen, et al.
Cellular Automata in the Social Sciences: Perspectives, restrictions and artifacts - R. Hegselmann
Agent-Based Simulation Platforms: Review and development recommendations - Steven F. Railsback, Steven L. Lytinen and Stephen K. Jackson
A Common Protocol for Agent-Based Social Simulation - Metteo Richiardi, Roberto Leombruni, Nicole Saam and Michele Sonnessa
Validation
Aligning Simulation Models: A case study and results - Robert L. Axtell, Robert Axelrod, Joshua M. Epstein and Michael D. Cohen
Validation, Verification, and Testing Techniques throughout the Life Cycle of a Simulation Study - Osman Balci
Sociology and Simulation: Statistical and qualitative cross-validation - Scott Moss and Bruce Edmonds
Introduction
Why Agents? On the varied motivations for agent computing in the social sciences - Robert L. Axtell
On Generating Hypotheses Using Computer Simulations - Kathleen M. Carley
The Computer as a Laboratory - John L. Casti
Learning to Speculate: Experiments with artificial and real agents - John Duffy
Agent-Based Computational Models and Generative Social Science - Joshua M. Epstein
Seeing Around Corners - J. Rauch
Precursors and Early Work
A Computer Simulation of Community Referendum Controversies - Robert P. Abelson and Alex Bernstein
A Monte Carlo Approach to Diffusion - T. Hagerstrand
Flocks, Herds, and Schools: A distributed behavioral model - Craig W. Reynolds
The Checkerboard Model of Social Interaction - J.M. Sakoda
Dynamic Models of Segregation - T.C. Schelling
Negotiation as a Metaphor for Distributed Problem Solving - R.G. Smith and R. Davis
Agent-based Computational Economics
Auctions with Artificial Adaptive Agents - James Andreoni and John H. Miller
Competing Technologies, Increasing Returns, and Lock-In by Historical Events - W. Brian Arthur
Why Are We Simulating Anyway? Some answers from economics - E. Chattoe
The Emergence of Economic Classes in an Agent-Based Bargaining Model - Joshua M. Epstein, Robert L. Axtell and P. Young
Artificial Adaptive Agents in Economic Theory - John H. Holland and John H. Miller
Evolving Market Structure: An ACE model of price dispersion and loyalty - Alan P. Kirman and Nicolaas J. Vriend
Artificial Worlds and Economics, Part II - David A. Lane
Modeling Macroeconomies as Open-Ended Dynamic Systems of Interacting Agents - L. LeBaron and L. Tesfatsion
Why are Economists Sceptical about Agent-based Simulations? - Roberto Leombruni and Matteo Richiardi
Agent-Based Modelling - A Methodology for the Analysis of Qualitative Development Processes - Andreas Pyka and Thomas Grebel
VOLUME 2
Modelling Sociality
Symbolic Interactionist Modeling: The coevolution of symbols and institutions - D.V. Duong
Modeling Sociality: The view from Europe - Nigel Gilbert
The Emergence of Computational Sociology - N.P. Hummon and T.J. Fararo
From Factors to Actors: Computational sociology and agent-based modeling - Michael M. Macy and Robert Willer
Exploration and Exploitation in Organizational Learning - James G. March
Multi-Agent Systems for the Simulation of Land-Use and Land-Cover Change: A review - Dawn C. Parker, Steven Manson, Marco A. Janssen, Matthew J. Hoffmann and Peter Deadman
Multi-Agent Dependence by Dependence Graphs - Jaime S. Sichman and Rosario Conte
Groups
Sociophysics: A new approach of sociological collective behavior - Serge Galam, Y. Gefen and Y. Shapir
Towards a Theory of Collective Phenomena: Consensus and attitude changes in groups - Serge Galam and Serge Moscovici
Status and Participation in Task Groups: A dynamic network model - John Skvoretz and Thomas J. Fararo
Organisations
A Garbage Can Model of Organizational Choice - Michael D. Cohen, James G. March and Johan P. Olsen
Societies
Population Growth and Collapse in a Multiagent Model of the Kayenta Anasazi in Long House Valley - Robert L. Axtell, Joshua M. Epstein, Jeffrey S. Dean, George J. Gumerman, et al
The "Wedding-Ring": An agent-based marriage model based on social interaction - F. Billari, A. Prskawetz, B.A. Diaz and T. Fent
The EOS Project: Integrating two models of palaeolithic social change - Jim Doran and Mike Palmer
Persuasion Dynamics - Gérard Weisbuch, Guillaume Deffuant and Frédéric Amblard
Networks
The Structure of Scientific Collaboration Networks - M.E.J. Newman
Opinion Evolution in Closed Community - Katarzyna Sznajd-Weron and Jósef Sznajd
The "New" Science of Network - Duncan J. Watts
VOLUME 3
Social Dilemmas
Agent-Based Simulation in the Study of Social Dilemmas - N.M. Gotts, J.G. Polhill and A.N.R. Law
Learning, Signaling, and Social Preferences in Public-Good Games - Marco A. Janssen and T.K. Ahn
Nucleus and Shield: The evolution of social structure in the iterated prisoner's dilemma - Bjørn Lomborg
Cognition and Norms
An Evolutionary Approach to Norms - Robert Axelrod
Simulating Fishermen Society - François Bousquet, C. Cambier, C. Mullon, P. Morand, and J. Quensiere
The Emperor's Dilemma: A computational model of self-enforcing norms - Damon Centola, Robert Willer and Michael M. Macy
Understanding the Functions of Norms in Social Groups through Simulation - Roasario Conte and Christiano Castelfranchi
Evolving Specialisation, Altruism and Group-Level Optimisation Using Tags - David Hales
The Evolution of Ethnocentrism - Ross A. Hammond and Robert Axelrod
Fashions, Habits and Changing Preferences: Simulation of psychological factors affecting market dynamics - Marco A. Janssen and Wander Jager
Modeling Agents within a BDI Architecture - Anand S. Rao and Michael P. Georgeff
A Multi-Agent Model for Describing Transhumance in North Cameroon: Comparison of different rationality to develop a routine - Juliette Rouchier, François Bousquet, Mélanie Requier-Desjardins and Martine Antona
The Evolution of Communication Systems by Adaptive Agents - Luc Steels
Cognitive Science Meets Multi-Agent Systems: A prolegomenon - Ron Sun
Methodology
From KISS to KIDS - An 'Anti-simplistic' Modelling Approach - Bruce Edmonds and Scott Moss
VOLUME IV
Emergence
Varieties of Emergence - Nigel Gilbert
Computation at the Edge of Chaos: Phase transitions and emergent computation - C.G. Langton
Emergent Properties of Balinese Water Temple Networks: Coadaptation on a rugged fitness landscape - J. Stephen Lansing and James N. Kremer
The Standing Ovation Problem - John H. Miller and Scott E. Page
Artificial Societies: Multiagent systems and the micro-macro link in sociological theory - R. Keith Sawyer
Computational Models of Emergent Properties - John Symons
Tools and Techniques
Advancing the Art of Simulation in the Social Sciences - Robert Axelrod
Multi-Agent Systems and Role Games: Collective learning processes for ecosystem management - François Bousquet, O. Barreteau, P. D'Aquino, M. Etienne, S. Boissau, S. Aubert, et al.
Agent-Based Modeling vs. Equation-Based Modeling: A case study and users' guide - H. Van Dyke Parunak, Robert Savit and Rick L. Riolo
How to Build and Use Agent-Based Models in Social Science - Nigel Gilbert and P. Terna
A Standard Protocol for Describing Individual-Based and Agent-Based Models - Volker Grimm, Uta Berger, Finn Bastiansen, Sigrunn Eliassen, et al.
Cellular Automata in the Social Sciences: Perspectives, restrictions and artifacts - R. Hegselmann
Agent-Based Simulation Platforms: Review and development recommendations - Steven F. Railsback, Steven L. Lytinen and Stephen K. Jackson
A Common Protocol for Agent-Based Social Simulation - Metteo Richiardi, Roberto Leombruni, Nicole Saam and Michele Sonnessa
Validation
Aligning Simulation Models: A case study and results - Robert L. Axtell, Robert Axelrod, Joshua M. Epstein and Michael D. Cohen
Validation, Verification, and Testing Techniques throughout the Life Cycle of a Simulation Study - Osman Balci
Sociology and Simulation: Statistical and qualitative cross-validation - Scott Moss and Bruce Edmonds
Descriere
This set brings together the essential writings in the emerging field of computational methods, including hard-to-locate literature scattered across the social science disciplines.