Theory of Co-creative Decision Making Systems and its Verification

本研究项目使用共同创造的概念来处理不完全信息问题。在共同创造概念中，个体agent无法独立解决的不完全信息问题，通过agent之间相互作用产生的集体决策过程来解决。本研究利用计算涌现、博弈论和产业政策理论，提出了一种实现协同创造决策的新方法，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。我们的最终目标是建立一个共同创造的决策系统。本研究项目取得了以下成果：1。阐述了协同创新决策系统的基本概念和建模方法。定义了研究框架，讨论了共同创造方法论所针对的现实困境问题。通过对回收系统中生产者、消费者、拆解者和废物收集者等经济主体的建模，通过人体实验揭示了社会系统的特征和机制。此外，还考虑了社会制度问题。人工系统中的协同创造决策利用自组织方法对制造系统中的工人进行建模和引入。研究表明，人工智能体与制造智能体之间的相互作用产生了高效的工作分配。研究了人工系统中协同创新决策的有效性。企业中共同创造决策的融化。我们专注于电子学习等互联网业务，构建了互联网用户的决策模型。利用web访问日志分析了其在实际互联网业务中的适用性，并证明了其有效性。

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.