Information visualization of the minority game
| Autor: | R D Herbert, R Webber, Wei Jiang |
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| Rok vydání: | 2008 |
| Předmět: |
History
Measure (data warehouse) Creative visualization Dynamical systems theory Computer science business.industry media_common.quotation_subject Financial market Usability computer.software_genre Data science Computer Science Applications Education Visualization Information visualization Financial modeling Data mining business computer media_common |
| Zdroj: | Journal of Physics: Conference Series. 96:012011 |
| ISSN: | 1742-6596 |
| DOI: | 10.1088/1742-6596/96/1/012011 |
| Popis: | Many dynamical systems produce large quantities of data. How can the system be understood from the output data? Often people are simply overwhelmed by the data. Traditional tools such as tables and plots are often not adequate, and new techniques are needed to help people to analyze the system. In this paper, we propose the use of two spacefilling visualization tools to examine the output from a complex agent-based financial model. We measure the effectiveness and performance of these tools through usability experiments. Based on the experimental results, we develop two new visualization techniques that combine the advantages and discard the disadvantages of the information visualization tools. The model we use is an evolutionary version of the Minority Game which simulates a financial market. |
| Databáze: | OpenAIRE |
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