运用软件代理和建构主义使大规模网络公开课程更加以学生为中心

Ufuoma Chima Apoki, G. Crişan
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引用次数: 0

摘要

本文旨在回顾建构主义这一学习理论,并将其应用于高等教育大规模在线开放课程自动化技术的设计与开发。尽管这些课程是在线教育领域的新事物,但它们有望确保许多人接受高等教育。由于它承诺了许多优势,它的多重挑战也潜伏在周围。应用正确的学习理论将提供一个平台,提供一个既自动化(考虑到大量用户)又个性化的学习环境。该方法使用大数据技术和自然语言处理技能,在平台和学生之间提供高质量的交互。本文对mooc的类型进行了回顾,并对其作为一种标准教育手段所面临的交付和评估方面的挑战进行了回顾。然后,探索软件代理的使用,以适应大量学生产生的大数据流。本文还讨论了与课程设计相关的学习理论和学习风格。最后,提出了一种采用软件代理和建构主义(作为一种学习理论)的模型,使大规模在线开放课程更加以学生为中心。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Employing Software Agents and Constructivism to make Massive Open Online Courses more student-oriented
This paper aims at reviewing and applying constructivism, as a learning theory, in the design and development of automated technologies for Massive Open Online Courses in higher education. Although new in the field of online education, these courses hold the promise of ensuring many people get access to higher education. As it promises many advantages, its multiple challenges also lurk around. Applying the right learning theories would provide a platform that delivers a learning environment which is both automated (to account for the high number of users) and personalized. The methodology uses big data technologies and natural language processing skills to provide quality interaction between platform and student. A review of the types of MOOCs is done, and the challenges of delivery and assessment which limits its recognition as a standard means of education. Then, the use of software agents is explored to accommodate for the stream of big data generated by the high number of students. Learning theories and styles, which are relevant in the design of these courses, are also discussed. Finally, a model is proposed which employs software agents and constructivism (as a learning theory) to make massive open online courses more student-oriented.
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