Building Empirically Plausible Multi-Agent Systems

Multi-Agent Systems (MAS) have great potential for explaining interactions among heterogeneous actors in complex environments: the primary task of social science. I shall argue that one factor hindering realisation of this potential is the neglect of systematic data use and appropriate data collection techniques. The discussion will centre on a concrete example: the properties of MAS to model innovation diffusion.

[1]  Jim Doran,et al.  Simulating Collective Misbelief , 1998, J. Artif. Soc. Soc. Simul..

[2]  E. Rogers Diffusion of Innovations , 1962 .

[3]  R. Hegselmann,et al.  Simulating Social Phenomena , 1997 .

[4]  Jim Doran,et al.  From computer simulation to artificial societies , 1997 .

[5]  James A. Davis,et al.  What's wrong with sociology? , 1994 .

[6]  P. Hedström,et al.  Social mechanisms : an analytical approach to social theory , 1999 .

[7]  Edmund Chattoe,et al.  A Simulation of Adaptation Mechanisms in Budgetary Decision Making , 1997 .

[8]  J. Finch The Vignette Technique in Survey Research , 1987 .

[9]  John D. Hey,et al.  Experiments in Economics , 1991 .

[10]  Linda A. Wood,et al.  Doing Discourse Analysis: Methods for Studying Action in Talk and Text , 2000 .

[11]  S. Wilkinson Focus group methodology: a review , 1998 .

[12]  Kathryn A. Ingle,et al.  Reverse Engineering , 1996, Springer US.

[13]  Peter Tyson,et al.  Artificial societies , 1997 .

[14]  Gill Craig,et al.  Evaluating and budgeting with instalment credit: An interview study , 1995 .

[15]  Scott Moss,et al.  Critical Incident Management: An Empirically Derived Computational Model , 1998, J. Artif. Soc. Soc. Simul..

[16]  Nigel Gilbert,et al.  Emergence in social simulation , 1995 .

[17]  D. D. Vaus,et al.  Surveys in Social Research , 1991 .

[18]  Erich Kirchler,et al.  Studying economic decisions within private households: A critical review and design for a "couple experiences diary" , 1995 .