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Construction of Learning Partners Based on Learning Interest

机译:基于学习兴趣的学习伙伴的构建

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摘要

With the rise of the three course provider including Coursera, Udacity and edX in US in 2012, massive open online courses(MOOC), as a new mode of education, boomed a wave of online higher education and swept quickly across the world. MOOC platforms, with a wide range of audience, high quality of curriculum, flexible teaching methods and rich teaching resources, are more and more popular in students. How to improve the learner's learning achievement is a hotspot in the research in MOOCs. In this paper, we use the semantic analysis of the discussion area to reflect the learner's learning interest, and then construct the learner's learning interest model, which can improve the learning achievement. So we provide a construction of learning partners based on learning interest algorithm, through the algorithm CLP, a partner relationship, which have similar learning interests, can be constructed. Finally, an experiment in our MOOC platform is implemented and the result is satisfying.
机译:随着2012年美国Coursera,Udacity和edX这三大课程提供商的兴起,作为一种新型的教育方式,大规模的开放式在线课程(MOOC)掀起了在线高等教育浪潮,并迅速席卷全球。 MOOC平台具有广泛的受众,高质量的课程,灵活的教学方法和丰富的教学资源,在学生中越来越受欢迎。如何提高学习者的学习成绩是MOOCs研究的热点。本文通过对讨论区的语义分析来反映学习者的学习兴趣,然后构建学习者的学习兴趣模型,以提高学习成绩。因此,我们提出了一种基于学习兴趣算法的学习伙伴构建方法,通过算法CLP,可以构建具有相似学习兴趣的伙伴关系。最后,在我们的MOOC平台上进行了实验,结果令人满意。

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