Research for Providing an incentive among the Internet users to reach reliable information

我们已经开发了一个基础设施，在该基础设施中，为网格计算、电子商务和数字城市等多智能体领域的建模提供了“交互设计”和“互操作性”的保证。我们的主要兴趣是代理人和人类之间在网络上的合作。这些困难是由于信息源广泛分布在WWW环境中，每个人对特定类型的信息都有自己的偏好，为了共享和重用他人的知识，代理必须了解能够提供可靠和有用信息的代理。同时，从内容中提取语义是实现信息互操作、共享和重用的关键问题。统计学习技术适用于语义提取和文本分类。当在WEB场景中进行探索时，非常动态和开放的环境中，智能体应该具有自适应性和…我们通过强化学习框架实现了智能体的适应性。我们的研究目的是通过在Web上共享和使用信息来实现社会知识。作为第一步，我们提出了一个多代理场景，它使我们能够设计用户之间、用户与代理之间以及代理之间的交互。通过使用该转换器，组合Web服务上的“互操作性”得到了保证，因此它变得可供其他用户重用。“交互设计”和“互操作性”的概念相辅相成，可以协调不同动机的异类代理和人类。这种整体架构不仅加强了Web上用户之间的协作，而且方便了用户-代理交互设计，因此有望为未来在互联网上展开的协同商务和数字城市做出贡献。较少

We have developed an infrastructure in which "interaction design" and "interoperability" are guaranteed for modeling the multi-agent domain, such as Grid computing, Electric-commerce, and Digital city. Our main interest is collaboration on the web among the agents and human beings. The difficulties are caused by the fact that information sources are distributed widely throughout the WWW environment, and each human has its preference for the particular type of information.To share and reuse knowledge of others', the agent has to learn about the agents which would provide the reliable and useful information. At the same time, extracting semantics from contents is very critical issue to make information interoperable to be shared and be reused among the heterogeneous agents. The statistical learning techniques were applicable for extracting the semantics and a text classification. While exploring in the scene of the Web, very dynamic and open environment, the agents should be adaptive and … More flexible to trawl for appropriate information which satisfy the desire of user's. We have realized adaptive aspects of agents' by reinforcement learning frameworks.Our research aims at realizing social knowledge through sharing and employing information on the Web. As a first step, we proposed a multi-agent scenarios which enables us to design interaction between users, between users and agents, and among agents, as well. By employing this translator, "interoperability" is guaranteed on the composite Web service, and consequently it becomes reusable to other users. The concepts of "interaction design" and "interoperability" work complementarily for coordinating heterogeneous agents and humans who have different motivations. This overall architecture not only enhances collaboration between users on the Web, but also facilitates user-agent interaction design, and therefore is expected to contribute to Collaborative Commerce and Digital City that will unfold in the Internet in the future. Less