Presentation | 1998/1/22 Agent-Based Approach to Social Interaction Analysis Using Evolutionary Computation and Computational Organization Theory Takao TERANO, Setsuya KURAHASHI, Ushio MINAMI, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | TRURL is a simulation environment, which evolves artificial worlds of multiagents to socially interact with each other. The micro-level agent activities are determined by both pre-determined and acquired parameters. The formers have constant values during one simulation cycle, however, the latters changes during the interactions. Unlike conventional artificial society models, TRURL utilizes Genetic Algorithms to evolve the societies by changing the pre-determined parameters to optimize macro-level socio-metric measures, which can be observed in such real societies as e-mail oriented organizations and electronic commerce markets. Thus, using TRURL, we automatically tume the parameters up and observe both micro- and macro-level phenomena grounding on the activities of real worlds. This paper first describes basic principles, architecture, and mechanisms of TRURL. Then, to investigate the features of face-to-face-, e-mail-, news group-, and masscommunication-oriented societies, we have carried out intensive experiments. The results have suggested that each society is characterized by features of evolved agents. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Artificial Societies / Agent / Social Interaction / Genetic Algorithms / Socio-Metrics |
Paper # | AI97-67 |
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Committee | AI |
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Conference Date | 1998/1/22(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Agent-Based Approach to Social Interaction Analysis Using Evolutionary Computation and Computational Organization Theory |
Sub Title (in English) | |
Keyword(1) | Artificial Societies |
Keyword(2) | Agent |
Keyword(3) | Social Interaction |
Keyword(4) | Genetic Algorithms |
Keyword(5) | Socio-Metrics |
1st Author's Name | Takao TERANO |
1st Author's Affiliation | Graduate School of Systems Management, the University of Tsukuba() |
2nd Author's Name | Setsuya KURAHASHI |
2nd Author's Affiliation | Graduate School of Systems Management, the University of Tsukuba |
3rd Author's Name | Ushio MINAMI |
3rd Author's Affiliation | Graduate School of Systems Management, the University of Tsukuba |
Date | 1998/1/22 |
Paper # | AI97-67 |
Volume (vol) | vol.97 |
Number (no) | 498 |
Page | pp.pp.- |
#Pages | 8 |
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