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Computational Social Science / Edition 1 available in Hardcover
- ISBN-10:
- 1847871712
- ISBN-13:
- 9781847871718
- Pub. Date:
- 10/01/2010
- Publisher:
- SAGE Publications
- ISBN-10:
- 1847871712
- ISBN-13:
- 9781847871718
- Pub. Date:
- 10/01/2010
- Publisher:
- SAGE Publications
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Overview
Computational social science is an approach increasingly influential in a broad range of social sciences. It involves building a computer program model that represents a theory and then 'executing' the program and observing the output as a way of validating the theory, making predictions about the social world or exploring the implications of social interventions.Computational Social Science, a four volume set republishes the widely dispersed key articles in the emerging field of computational social science.
Product Details
ISBN-13: | 9781847871718 |
---|---|
Publisher: | SAGE Publications |
Publication date: | 10/01/2010 |
Series: | SAGE Benchmarks in Social Research Methods |
Edition description: | Four-Volume Set |
Pages: | 1664 |
Product dimensions: | 6.14(w) x 9.21(h) x (d) |
About the Author
Nigel Gilbert is Professor of Sociology at the University of Surrey, Guildford, England. He is the author or editor of 34 books and many academic papers and was the founding editor of the Journal of Artificial Societies and Social Simulation. His current research focuses on the application of agent-based models to understanding social and economic phenomena, especially the emergence of norms, culture, and innovation. He obtained a doctorate in the sociology of scientific knowledge in 1974 from the University of Cambridge and has subsequently taught at the universities of York and Surrey in England. He is one of the pioneers in the field of social simulation and is past president of the European Social Simulation Association. He is a Fellow of the UK Academy of Social Sciences and of the Royal Academy of Engineering.
Table of Contents
VOLUME 1IntroductionWhy Agents? On the varied motivations for agent computing in the social sciences - Robert L. AxtellOn Generating Hypotheses Using Computer Simulations - Kathleen M. CarleyThe Computer as a Laboratory - John L. CastiLearning to Speculate: Experiments with artificial and real agents - John DuffyAgent-Based Computational Models and Generative Social Science - Joshua M. EpsteinSeeing Around Corners - J. RauchPrecursors and Early WorkA Computer Simulation of Community Referendum Controversies - Robert P. Abelson and Alex BernsteinA Monte Carlo Approach to Diffusion - T. HagerstrandFlocks, Herds, and Schools: A distributed behavioral model - Craig W. ReynoldsThe Checkerboard Model of Social Interaction - J.M. SakodaDynamic Models of Segregation - T.C. SchellingNegotiation as a Metaphor for Distributed Problem Solving - R.G. Smith and R. DavisAgent-based Computational EconomicsAuctions with Artificial Adaptive Agents - James Andreoni and John H. MillerCompeting Technologies, Increasing Returns, and Lock-In by Historical Events - W. Brian ArthurWhy Are We Simulating Anyway? Some answers from economics - E. ChattoeThe Emergence of Economic Classes in an Agent-Based Bargaining Model - Joshua M. Epstein, Robert L. Axtell and P. YoungArtificial Adaptive Agents in Economic Theory - John H. Holland and John H. MillerEvolving Market Structure: An ACE model of price dispersion and loyalty - Alan P. Kirman and Nicolaas J. VriendArtificial Worlds and Economics, Part II - David A. LaneModeling Macroeconomies as Open-Ended Dynamic Systems of Interacting Agents - L. Le Baron and L. TesfatsionWhy are Economists Sceptical about Agent-based Simulations? - Roberto Leombruni and Matteo RichiardiAgent-Based Modelling - A Methodology for the Analysis of Qualitative Development Processes - Andreas Pyka and Thomas GrebelVOLUME 2Modelling SocialitySymbolic Interactionist Modeling: The coevolution of symbols and institutions - D.V. DuongModeling Sociality: The view from Europe - Nigel GilbertThe Emergence of Computational Sociology - N.P. Hummon and T.J. FararoFrom Factors to Actors: Computational sociology and agent-based modeling - Michael M. Macy and Robert WillerExploration and Exploitation in Organizational Learning - James G. MarchMulti-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 DeadmanMulti-Agent Dependence by Dependence Graphs - Jaime S. Sichman and Rosario ConteGroupsSociophysics: A new approach of sociological collective behavior - Serge Galam, Y. Gefen and Y. ShapirTowards a Theory of Collective Phenomena: Consensus and attitude changes in groups - Serge Galam and Serge MoscoviciStatus and Participation in Task Groups: A dynamic network model - John Skvoretz and Thomas J. FararoOrganisationsA Garbage Can Model of Organizational Choice - Michael D. Cohen, James G. March and Johan P. OlsenSocietiesPopulation 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 alThe "Wedding-Ring ": An agent-based marriage model based on social interaction - F. Billari, A. Prskawetz, B.A. Diaz and T. FentThe EOS Project: Integrating two models of palaeolithic social change - Jim Doran and Mike PalmerPersuasion Dynamics - Gérard Weisbuch, Guillaume Deffuant and Frédéric AmblardNetworksThe Structure of Scientific Collaboration Networks - M.E.J. NewmanOpinion Evolution in Closed Community - Katarzyna Sznajd-Weron and Jósef SznajdThe "New" Science of Network - Duncan J. WattsVOLUME 3Social DilemmasAgent-Based Simulation in the Study of Social Dilemmas - N.M. Gotts, J.G. Polhill and A.N.R. LawLearning, Signaling, and Social Preferences in Public-Good Games - Marco A. Janssen and T.K. AhnNucleus and Shield: The evolution of social structure in the iterated prisoner's dilemma - Bjørn LomborgCognition and NormsAn Evolutionary Approach to Norms - Robert AxelrodSimulating Fishermen Society - François Bousquet, C. Cambier, C. Mullon, P. Morand, and J. QuensiereThe Emperor's Dilemma: A computational model of self-enforcing norms - Damon Centola, Robert Willer and Michael M. MacyUnderstanding the Functions of Norms in Social Groups through Simulation - Roasario Conte and Christiano CastelfranchiEvolving Specialisation, Altruism and Group-Level Optimisation Using Tags - David HalesThe Evolution of Ethnocentrism - Ross A. Hammond and Robert AxelrodFashions, Habits and Changing Preferences: Simulation of psychological factors affecting market dynamics - Marco A. Janssen and Wander JagerModeling Agents within a BDI Architecture - Anand S. Rao and Michael P. GeorgeffA 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 AntonaThe Evolution of Communication Systems by Adaptive Agents - Luc SteelsCognitive Science Meets Multi-Agent Systems: A prolegomenon - Ron SunMethodologyFrom KISS to KIDS - An 'Anti-simplistic' Modelling Approach - Bruce Edmonds and Scott MossVOLUME IVEmergenceVarieties of Emergence - Nigel GilbertComputation at the Edge of Chaos: Phase transitions and emergent computation - C.G. LangtonEmergent Properties of Balinese Water Temple Networks: Coadaptation on a rugged fitness landscape - J. Stephen Lansing and James N. KremerThe Standing Ovation Problem - John H. Miller and Scott E. PageArtificial Societies: Multiagent systems and the micro-macro link in sociological theory - R. Keith SawyerComputational Models of Emergent Properties - John SymonsTools and TechniquesAdvancing the Art of Simulation in the Social Sciences - Robert AxelrodMulti-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. RioloHow to Build and Use Agent-Based Models in Social Science - Nigel Gilbert and P. TernaA 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. HegselmannAgent-Based Simulation Platforms: Review and development recommendations - Steven F. Railsback, Steven L. Lytinen and Stephen K. JacksonA Common Protocol for Agent-Based Social Simulation - Metteo Richiardi, Roberto Leombruni, Nicole Saam and Michele SonnessaValidationAligning Simulation Models: A case study and results - Robert L. Axtell, Robert Axelrod, Joshua M. Epstein and Michael D. CohenValidation, Verification, and Testing Techniques throughout the Life Cycle of a Simulation Study - Osman BalciSociology and Simulation: Statistical and qualitative cross-validation - Scott Moss and Bruce EdmondsFrom the B&N Reads Blog
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