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Theory of Co-creative Decision Making Systems and its Verification

协同创新决策系统理论及其验证

基本信息

批准号：
15310113
负责人：
UEDA Kanji
金额：
$ 8.96万
依托单位：
The University of Tokyo
依托单位国家：
日本
项目类别：
Grant-in-Aid for Scientific Research (B)
财政年份：
2003
资助国家：
日本
起止时间：
2003 至 2004
项目状态：
已结题

来源：
https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-15310113/
关键词：
Co-creation Emergence Bounded rationality Decision-making problem

项目摘要

This research project treats with incomplete information problems using the concept of co-creation. In the co-creation concept, the incomplete information problems that an individual agent cannot solve independently are solved by collective decision-making process that emerges resulting from interaction among agents. This study proposes a new methodology to realize co-creation derision-making using computational emergence, game theory and theory of industrial policy, and also the feasibilities of the proposal is verified by computer simulation, experiments with human subjects and fieldwork. Our final goal is establishment of a co-creative decision-making system.This research project obtained the following results :1.Construction of co-creative decision-making system theoryThe basic concept and modeling method of co-creative decision-making system are specified. The research frame is defined and real world dilemma problems which this co-creative methodology targets on are discussed.2.Co-creative decision-making between economic agentsModeling economic agents such as producers, consumers, dismantlers and wastes collectors in recycling system, the features and mechanism of social system are revealed by conducting experiments with human subjects. Furthermore, problems of social institution are considered.3.Co-creative decision-making in artificial systemsHuman workers are modeled and introduced to manufacturing system using self-organization. It is demonstrated that efficient work allocation emerges resulting from interaction between human agents and manufacturing agents. The validity of co-creative decision making in artificial systems is shown.4.Co-creative decision-melting in corporations.We focus on the Internet business such as e-learning and construct a decision-making model of Internet users. Using web access log, the applicability to actual Internet business is analyzed and shown its efficiency.

本研究计画利用共同创造的概念来处理不完全资讯问题。在共同创造的概念，不完全信息的问题，一个单独的代理不能独立解决的集体决策过程中出现的代理之间的相互作用而得到解决。本研究运用计算涌现、博弈论和产业政策理论提出了一种实现共创嘲笑的新方法，并通过计算机仿真、人体实验和实地考察验证了该方法的可行性。本课题的最终目标是建立一个协同创新决策系统，取得了以下研究成果：1.协同创新决策系统理论的构建阐述了协同创新决策系统的基本概念和建模方法。2.经济主体间的协同创新决策通过对回收系统中的生产者、消费者、零售商和废物收集者等经济主体进行建模，通过人类实验揭示了社会系统的特征和机制。3.人工系统中的协同创新决策研究了人工系统中的协同创新决策问题。它表明，有效的工作分配出现人类代理和制造代理之间的相互作用。4.企业的协同创新决策融合以网络教育为例，构建了网络用户的决策模型。利用Web访问日志，分析了该方法在实际网络业务中的适用性，并展示了其有效性.