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Cooperative agents for information gathering.

机译:合作代理进行信息收集。

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摘要

The rapid growth of the network-centered (Internet and Intranet) computing environments requires a new design paradigm for information gathering systems. Typically, in these environments, information resources are dynamic, heterogeneous and distributed. Moreover, these computing environments are open, in the sense that information resources may join or disjoin at anytime.; Agent-based technology provides a promising design paradigm and has a growing appeal for designing cooperative distributed systems. This thesis develops a multi-agent architecture for cooperative information gathering systems (CIGS). These autonomous, goal-driven agents cooperatively assist different users to locate and retrieve information from distributed resources in an open environment. The system architecture is comprised of three tiers: at the front end, the User Agents interact with the users to fulfill their interests and preferences; at the back end, the Resource Agents access and capture the content and changes of the information resources; and at the middle tier, the Broker Agents facilitate cooperation among the agents.; Cooperation is an essential concept for information gathering in a multi-agent setting. In this thesis cooperation has been analyzed and instrumented to govern the agents' interaction in an information gathering domain. Various interaction strategies have been proposed at different levels of the agent's model. Through these strategies the agent might choose to exhibit selfish, benevolent, or cooperative behavior based on the interaction style. The feasibility of the proposed system has been demonstrated by implementing a prototype. This implementation demonstrates how CIGS could be used to transparently locate and retrieve information from dynamic resources that might be distributed and heterogeneous.
机译:以网络为中心(Internet和Intranet)的计算环境的快速增长需要信息收集系统的新设计范例。通常,在这些环境中,信息资源是动态的,异构的和分布式的。而且,这些计算环境是开放的,从某种意义上说,信息资源可以随时加入或脱离。基于代理的技术提供了一种有前途的设计范例,并且对设计协作式分布式系统具有越来越大的吸引力。本文开发了一种用于协作信息收集系统(CIGS)的多代理架构。这些自主的,目标驱动的代理协作协助不同的用户在开放环境中从分布式资源中查找和检索信息。系统架构由三层组成:在前端,用户代理与用户交互以实现他们的兴趣和偏好;在后端,资源代理访问并捕获信息资源的内容和更改;在中间层,经纪人代理商促进了代理商之间的合作。合作是在多主体环境中收集信息的基本概念。在这篇论文中,合作被分析并被用来管理信息收集领域中代理的相互作用。已经在代理模型的不同级别上提出了各种交互策略。通过这些策略,代理可以根据交互方式选择表现出自私,仁慈或合作行为。所提出的系统的可行性已通过实施原型得到证明。此实现演示了如何使用CIGS透明地定位和检索可能分布且异构的动态资源中的信息。

著录项

  • 作者

    Shakshuki, Elhadi M.;

  • 作者单位

    University of Waterloo (Canada).;

  • 授予单位 University of Waterloo (Canada).;
  • 学科 Engineering System Science.
  • 学位 Ph.D.
  • 年度 2001
  • 页码 130 p.
  • 总页数 130
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 系统科学;
  • 关键词

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