The Interactive Minority Game: a Web based investigation of human market interactions
The unprecedented access offered by the World Wide Web brings with it the potential to gather huge amounts of data on human activities. Here we exploit this by using a toy model of financial markets, the Minority Game (MG), to investigate human speculative trading behaviour and information capacity. Hundreds of individuals have played a total of tens of thousands of game turns against computer-controlled agents in the Web-based Interactive Minority Game. The analytical understanding of the MG permits fine-tuning of the market situations encountered, allowing for investigation of human behaviour in a variety of controlled environments. In particular, our results indicate a transition in players' decision-making, as the markets become more difficult, between deductive behaviour making use of short-term trends in the market, and highly repetitive behaviour that ignores entirely the market history, yet outperforms random decision-making.
|Date of creation:||23 Feb 2004|
|Date of revision:|
|Note:||Type of Document - pdf; prepared on WinXP; pages: 13; figures: 5|
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- Damien Challet & Matteo Marsili & Yi-Cheng Zhang, 1999.
"Modeling Market Mechanism with Minority Game,"
- Challet, Damien & Marsili, Matteo & Zhang, Yi-Cheng, 2000. "Modeling market mechanism with minority game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 276(1), pages 284-315.
- Marsili, Matteo & Challet, Damien & Zecchina, Riccardo, 2000. "Exact solution of a modified El Farol's bar problem: Efficiency and the role of market impact," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 280(3), pages 522-553.
- Płatkowski, Tadeusz & Ramsza, Michał, 2003. "Playing minority game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 323(C), pages 726-734.
- Challet, D. & Zhang, Y.-C., 1997. "Emergence of cooperation and organization in an evolutionary game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 246(3), pages 407-418.
- Giulio Bottazzi & Giovanna Devetag, 2002.
"Coordination and Self-Organization in Minority Games: Experimental Evidence,"
LEM Papers Series
2002/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Giulio Bottazzi & Giovanna Devetag, 2002. "Coordination and self-organization in minority games: experimental evidence," CEEL Working Papers 0215, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
- Giulio Bottazzi & Giovanna Devetag, 2002. "Coordination and Self-Organization in Minority Games: Experimental Evidence," ROCK Working Papers 019, Department of Computer and Management Sciences, University of Trento, Italy, revised 12 Jun 2008.
- Ernst Fehr & Simon Gaechter, 2003. "Altruistic Punishment in Humans," Microeconomics 0305006, EconWPA.
- Arthur, W Brian, 1994. "Inductive Reasoning and Bounded Rationality," American Economic Review, American Economic Association, vol. 84(2), pages 406-11, May.
- Lucas, Robert E, Jr, 1986. "Adaptive Behavior and Economic Theory," The Journal of Business, University of Chicago Press, vol. 59(4), pages S401-26, October.
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