Computational Social Science
Four Volume Set
Edited by:
- Nigel Gilbert - University of Surrey, UK
September 2010 | 1 664 pages | SAGE Publications Ltd
Computational social science is an approach increasingly influential in a broad range of social sciences. It involves building a computer programme model that represents a theory and then 'executing' the programme 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 has been proposed as a 'third way', standing beside quantitative mathematical and formal approaches and qualitative, interpretative approaches. Computational methods have been used in fields as diverse as political science and environmental resource management. They are becoming popular in some areas of economics; in science and innovation policy; in social psychology; in voting and opinion studies; in marketing and consumer behaviour and in anthropology.
This four volume set republishes the key articles in the emerging field of computational social science. Because of the widespread use of computational approaches throughout the social sciences, the literature is very widely dispersed. Many papers are of interest far outside their original disciplines, because of the methods they use and the theories they develop have broad ranging application. Some of the literature is hard to locate, published in conference proceedings and edited collections without a wide circulation. Nigel Gilbert has brought together this disparate literature within a logical and coherent framework and contextualized his selection with a 6,500 word introduction.
VOLUME 1
Introduction
Robert L. Axtell
Kathleen M. Carley
John L. Casti
John Duffy
Joshua M. Epstein
J. Rauch
Precursors and Early Work
Robert P. Abelson and Alex Bernstein
T. Hagerstrand
Craig W. Reynolds
J.M. Sakoda
T.C. Schelling
R.G. Smith and R. Davis
Agent-based Computational Economics
James Andreoni and John H. Miller
W. Brian Arthur
E. Chattoe
Joshua M. Epstein, Robert L. Axtell and P. Young
John H. Holland and John H. Miller
Alan P. Kirman and Nicolaas J. Vriend
David A. Lane
L. LeBaron and L. Tesfatsion
Roberto Leombruni and Matteo Richiardi
Andreas Pyka and Thomas Grebel
VOLUME 2
Modelling Sociality
D.V. Duong
Nigel Gilbert
N.P. Hummon and T.J. Fararo
Michael M. Macy and Robert Willer
James G. March
Dawn C. Parker, Steven Manson, Marco A. Janssen, Matthew J. Hoffmann and Peter Deadman
Jaime S. Sichman and Rosario Conte
Groups
Serge Galam, Y. Gefen and Y. Shapir
Serge Galam and Serge Moscovici
John Skvoretz and Thomas J. Fararo
Organisations
Michael D. Cohen, James G. March and Johan P. Olsen
Societies
Robert L. Axtell, Joshua M. Epstein, Jeffrey S. Dean, George J. Gumerman, et al
F. Billari, A. Prskawetz, B.A. Diaz and T. Fent
Jim Doran and Mike Palmer
Gérard Weisbuch, Guillaume Deffuant and Frédéric Amblard
Networks
M.E.J. Newman
Katarzyna Sznajd-Weron and Jósef Sznajd
Duncan J. Watts
VOLUME 3
Social Dilemmas
N.M. Gotts, J.G. Polhill and A.N.R. Law
Marco A. Janssen and T.K. Ahn
Bjørn Lomborg
Cognition and Norms
Robert Axelrod
François Bousquet, C. Cambier, C. Mullon, P. Morand, and J. Quensiere
Damon Centola, Robert Willer and Michael M. Macy
Roasario Conte and Christiano Castelfranchi
David Hales
Ross A. Hammond and Robert Axelrod
Marco A. Janssen and Wander Jager
Anand S. Rao and Michael P. Georgeff
Juliette Rouchier, François Bousquet, Mélanie Requier-Desjardins and Martine Antona
Luc Steels
Ron Sun
Methodology
Bruce Edmonds and Scott Moss
VOLUME IV
Emergence
Nigel Gilbert
C.G. Langton
J. Stephen Lansing and James N. Kremer
John H. Miller and Scott E. Page
R. Keith Sawyer
John Symons
Tools and Techniques
Robert Axelrod
François Bousquet, O. Barreteau, P. D'Aquino, M. Etienne, S. Boissau, S. Aubert, et al.
H. Van Dyke Parunak, Robert Savit and Rick L. Riolo
Nigel Gilbert and P. Terna
Volker Grimm, Uta Berger, Finn Bastiansen, Sigrunn Eliassen, et al.
R. Hegselmann
Steven F. Railsback, Steven L. Lytinen and Stephen K. Jackson
Metteo Richiardi, Roberto Leombruni, Nicole Saam and Michele Sonnessa
Validation
Robert L. Axtell, Robert Axelrod, Joshua M. Epstein and Michael D. Cohen
Osman Balci
Scott Moss and Bruce Edmonds