X5Learn:人工智能和人机交互交汇处的个性化学习伙伴

M. Pérez-Ortiz, C. Dormann, Y. Rogers, Sahan Bulathwela, S. Kreitmayer, Emine Yilmaz, R. Noss, J. Shawe-Taylor
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引用次数: 7

摘要

X5Learn(可在https://x5learn.org上获得)是一个以人为中心的人工智能平台,支持访问免费的在线教育资源。X5Learn为用户提供了许多用于与开放教育视频交互的教育工具,以及一组适合用户教学偏好的工具。它的目的是支持教师和学生一样。对于教师来说,它提供了一个强大的平台,可以重用、修改、重新混合和重新分发他人制作的公开课件。这些可以是视频、pdf文件、练习和其他在线材料。对于学生来说,它提供了一个脚手架和信息丰富的界面,可以选择观看,阅读,做笔记和写评论的内容,以及一个强大的个性化推荐系统,可以优化学习路径并根据用户的学习偏好进行调整。让X5Learn从其他教育平台中脱颖而出的是,它如何将以人为本的设计与人工智能算法和软件工具相结合,使其直观易用,并使人工智能对用户透明。我们提出了X5Learn的核心搜索工具,旨在支持探索开放教育材料。
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X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI
X5Learn (available at https://x5learn.org ) is a human-centered AI-powered platform for supporting access to free online educational resources. X5Learn provides users with a number of educational tools for interacting with open educational videos, and a set of tools adapted to suit the pedagogical preferences of users. It is intended to support both teachers and students, alike. For teachers, it provides a powerful platform to reuse, revise, remix, and redistribute open courseware produced by others. These can be videos, pdfs, exercises and other online material. For students, it provides a scaffolded and informative interface to select content to watch, read, make notes and write reviews, as well as a powerful personalised recommendation system that can optimise learning paths and adjust to the user’s learning preferences. What makes X5Learn stand out from other educational platforms, is how it combines human-centered design with AI algorithms and software tools with the goal of making it intuitive and easy to use, as well as making the AI transparent to the user. We present the core search tool of X5Learn, intended to support exploring open educational materials.
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