Reconciling Adaptivity and Task Orientation in the Student Dashboard of an Intelligent Language Tutoring System

Leona Colling, Tanja Heck, Walt Detmar Meurers
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Abstract

In intelligent language tutoring systems, student dashboards should display the learning progress and performance and support the navigation through the learning content. Designing an interface that transparently offers information on students’ learning in relation to specific learning targets while linking to the overarching functional goal, that motivates and organizes the practice in current foreign language teaching, is challenging.This becomes even more difficult in systems that adaptively expose students to different learning material and individualize system interactions. If such a system is used in an ecologically valid setting of blended learning, this generates additional requirements to incorporate the needs of students and teachers for control and customizability.We present the conceptual design of a student dashboard for a task-based, user-adaptive intelligent language tutoring system intended for use in real-life English classes in secondary schools. We highlight the key challenges and spell out open questions for future research.
智能语言教学系统中学生仪表盘的适应性与任务导向的协调
在智能语言辅导系统中,学生仪表板应该显示学习进度和成绩,并支持对学习内容的导航。在当前的外语教学中,设计一个界面,既能透明地提供与特定学习目标相关的学生学习信息,又能与总体功能目标相联系,从而激励和组织学生的学习实践,是一项具有挑战性的工作。在那些自适应地让学生接触不同学习材料和个性化系统交互的系统中,这变得更加困难。如果在混合学习的生态有效环境中使用这样的系统,就会产生额外的要求,以结合学生和教师对控制和可定制性的需求。我们提出了一个基于任务的、用户自适应的智能语言辅导系统的学生仪表板的概念设计,该系统旨在用于中学现实生活中的英语课堂。我们强调了关键的挑战,并阐明了未来研究的开放性问题。
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