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LearniTRON: Modelado de aprendizaje en medios audiovisuales interactivos

机译:学习itron:在互动视听媒体中学习建模

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Certain multimedia productions yield interactive tools that help understand complex concepts. They explain in a short, simple and effective way, the history, applications and functioning of complex technical topics. This paper aims to describe a virtual learning environment named MIDA and LEARNITRON. The first, has been designed to train students of Engineering careers in concepts with high abstraction requirements. LEARNITRON is an offspring, a subproject focused in automatic modeling learning profile of students according to the combination of students profile, topics to be taught and current set of multimedia tools. This paper also sketches ubiquity of LEARNITRON's information to evaluate students profiles. It is based on basic machine learning techniques applied to MIDA tracking data. The resulting model may be also useful to define specific features for better educational videos, and to acknowledge the right scope of multimedia as a way to teach or train students in Engineering subjects based not on personal opinion but on statistical findings.
机译:某些多媒体制作产生有助于理解复杂概念的交互式工具。他们以简单,简单有效的方式,历史,应用和复杂技术主题的运作解释。本文旨在描述名为Mida和Severnitron的虚拟学习环境。首先,旨在培训具有高抽象要求的概念的工程职业生涯的学生。 Severnitron是一个后代,一个子项目专注于根据学生简介的组合,学生的组合,主题和当前的多媒体工具集的主题,专注于学生的自动建模。本文还草图评估学生个人资料的信息的无处不在。它基于应用于MIDA跟踪数据的基本机器学习技术。由此产生的模型对于为更好的教育视频定义特定特征也是有用的,并承认多媒体的正确范围,作为教学或培训基于个人观点的工程科目的学生的方式,而是对统计发现。

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