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A BDI-based intelligent tutoring module for the e-learning platform INES

机译:基于BDI的电子学习平台INES的智能辅导模块

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INES (INtelligent Educational System) is an operative prototype of an e-learning platform, which counts with functionalities of Learning Management Systems, Learning Content Management Systems, and Intelligent Tutoring Systems. To achieve these functionalities, our system includes several tools and technologies, such as: i) semantic management of users and contents; ii) an conversational agent to communicate with students in natural language; iii) BDI-based (Believes, Desires, Intentions) agents, which shape the tutoring module of the system; iv) an inference engine; and v) ontologies, to semantically model the users, their activities, and the learning contents. At the present paper we will address the intelligent tutoring module, and more specifically, its BDI-based agents. Briefly, the tasks of these agents are to recognize each student (checking his/her system credentials) and to obtain information about his/her learning progress. So, it can be able to suggest to each one specific tasks to achieve his/her particular learning objectives. The student himself/herself will decide if he/she accepts these tasks or ask for other ones. These new requested tasks can be delivered or not by the intelligent tutoring module, taking into account its decisions, which are based in several parameters related to the existing learning paths and the student's profile.
机译:INES(智能教育系统)是电子学习平台的可操作原型,具有学习管理系统,学习内容管理系统和智能辅导系统的功能。为了实现这些功能,我们的系统包括多种工具和技术,例如:i)用户和内容的语义管理; ii)以自然语言与学生交流的对话代理; iii)基于BDI的(信念,愿望,意图)代理,这些代理塑造了系统的辅导模块; iv)推理引擎; v)本体,对用户,他们的活动和学习内容进行语义建模。在本文中,我们将介绍智能补习模块,尤其是其基于BDI的代理。简而言之,这些代理的任务是识别每个学生(检查他/她的系统凭据)并获取有关他/她的学习进度的信息。因此,它能够建议每个具体任务以实现他/她的特定学习目标。学生本人将决定他/她是否接受这些任务或要求其他任务。这些新请求的任务可以由智能补习模块交付或不交付,并考虑其决策,这些决策基于与现有学习路径和学生资料有关的几个参数。

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