迈向以教育者为中心的数字化教学平台:数据驱动方法的基础条件

Andrew Koster, T. Primo, F. Koch, A. Oliveira, Hyunkwon Chung
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引用次数: 7

摘要

我们通过以支持教师为中心的工具,在数字教学平台(DTP)中引入创新。我们专注于利用学生和班级的数据,以便为教师推荐行动和内容。为此,我们需要一个具有新颖功能的平台。首先,我们用数据收集功能增强内容交付应用程序。其次,我们创建了一个基于云的分析引擎,从多模态来源推断学生概况和上下文参数。第三,我们提供了一个基于网络的内容组成平台,该平台利用推断的学生和上下文概况来支持教师进行课程规划。我们的解决方案实现了从内容组成到交付和调整的完整周期,允许研究和开发数字教育的新功能和智能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards an Educator-Centred Digital Teaching Platform: The Ground Conditions for a Data-Driven Approach
We introduce innovations in a Digital Teaching Platform (DTP) through tools centred on supporting the teacher. We focus on the utilisation of data about the students and the class in order to recommend actions and content for the teacher. For this, we need a platform with novel capabilities. First, we augment the content delivery application with data collecting capabilities. Second, we create a cloud-based analytics engine that infers student profiles and context parameters from multi-modal sources. Third, we provide a web-based platform for content composition that makes use of the inferred student and context profiles to support teachers in lesson planning. Our solution implements the complete cycle from content composition to delivery and adjustment, allowing for the research and development of new features and intelligences in Digital Education.
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