A multi-agent architecture for teaching dermatology.

I D Zaharakis, A D Kameas, G C Nikiforidis
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引用次数: 11

Abstract

This work proposes the integration of computer-aided instruction systems in the curricula of medical education, and describes an intelligent tutoring system used for teaching Dermatology. The Dermatology Tutor uses a self-organized society of autonomous software agents which have different capabilities or roles. The society contains tutor, medical and information agents which participate in the tutoring process and collaborate through deliberation in order to achieve a tutoring task. The agents are built according to a BDI architecture, which implements the mental attitudes of beliefs (B), desires (D) and intentions (I). Each medical agent is a specialist in a medical field, while a tutoring agent, which implements a widely accepted dermatology teaching process, coordinates the overall operation of the system. Depending on the subject that is to be taught during any session, the tutoring agent forms teams of medical agents, which in turn use search agents to retrieve information. Although the presented multi-agent architecture is dedicated to teaching dermatology (since the tutor agent is specialized in Dermatology), it can be extended to other domains also with the incorporation of other tutor agents.

皮肤病学教学的多主体体系结构。
本文提出了医学教育课程中计算机辅助教学系统的集成,并描述了一种用于皮肤病学教学的智能教学系统。皮肤科导师使用一个自组织的自主软件代理社会,这些代理具有不同的功能或角色。社会中有辅导员、医疗代理人和信息代理人,他们参与到辅导过程中,并通过协商协作来完成一项辅导任务。agent按照BDI架构构建,实现了信念(B)、欲望(D)和意图(I)的心理态度。每个医疗agent都是某一医疗领域的专家,而辅导agent则实现了被广泛接受的皮肤病学教学过程,协调了系统的整体运行。根据在任何会话期间要教授的主题,辅导代理形成医疗代理团队,这些团队反过来使用搜索代理来检索信息。虽然所提出的多智能体架构是专门用于皮肤病学教学的(因为导师智能体是专门研究皮肤病学的),但它也可以通过结合其他导师智能体扩展到其他领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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