基于主题图和网格代理技术的信息检索

J. Chen, Ying Yu
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引用次数: 0

摘要

主题图是信息检索领域中最热门的领域之一,因为它使用户能够以有组织的方式导航和访问所需的文档,而不是通过通常是非结构化和经常误导的超链接进行浏览。本文提出了一种新的信息检索框架。网格空间管理器在网格信息服务发现过程中,通过注册、发现和访问等操作,找到适合的服务。网格智能体通过知识元素挖掘和主题图的构建与推理来记忆以往案例的成功和质量,从而获得用户偏好的经验。本文还详细介绍了从网页资源中挖掘知识元素和构建包含新知识元素层次的扩展主题图的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Information retrieval based on topic map and grid agent technologies
Topic map is one of the hottest areas in information retrieval field in that it enables a user to navigate and access the documents he needs in an organized manner, rather than browsing through hyperlinks that are generally unstructured and often misleading. This paper proposes a new framework for information retrieval. Through actions of registry, discovery and access in grid information service discovery process, a grid space manager will find out the suitable services. And grid agent should remember the success and quality of the former cases by knowledge element mining and topic map building and reasoning, therefore the agent can gain experience of user's preference. We also detail the methods through which we can mine knowledge elements from web page resources' and to build extended topic maps including a new knowledge elements level.
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