使用学习分析周期关闭体验式学习循环:走向词汇学习的真实经验分享

M. N. Hasnine, H. Ogata, Gökhan Akçapınar, Kousuke Mouri, K. Kaneko
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引用次数: 7

摘要

在泛在学习中,真实的经验被捕获并被重用,成为外语词汇发展的丰富资源。本文提出了一种以经验理论为导向的方法来设计学习分析支持,以共享和重用真实经验。在这方面,首先,我们提出了一个概念框架来支持学习者使用真实经验进行词汇学习。接下来,使用上下文感知的泛在学习系统捕获学习经验。最后,在理论框架的基础上,提出了一个基于网络的工具“向他人学习”(LFO)面板的开发。LFO小组使用分析方法分析各种学习日志(真实的、部分真实的和单词),同时确定无缝学习分析平台内的前五个学习伙伴。本文为通过真实活动进行词汇学习的学习分析理论导向设计领域的研究做出了贡献,并着重于利用学习分析周期来关闭体验式学习的循环。
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Closing the Experiential Learning Loops Using Learning Analytics Cycle: Towards Authentic Experience Sharing for Vocabulary Learning
In ubiquitous learning, authentic experiences are captured and later reused as those are rich resources for foreign vocabulary development. This article presents an experiential theory-oriented approach to the design of learning analytics support for sharing and reusing authentic experiences. In this regard, first, a conceptual framework to support vocabulary learning using learners' authentic experiences is proposed. Next, learning experiences are captured using a context-aware ubiquitous learning system. Finally, grounded in the theoretical framework, the development of a web-based tool called learn from others (LFO) panel is presented. The LFO panel analyzes various learning logs (authentic, partially-authentic, and words) using the profiling method while determining the top-five learning partners inside a seamless learning analytics platform. This article contributes to the research in the area of theory-oriented design of learning analytics for vocabulary learning through authentic activities and focuses on closing the loops of experiential learning using learning analytics cycles.
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