基于学生画像的个性化学习辅导策略研究

Study on Personalized Learning Coaching Strategies based on Student Portraits

人工智能时代的来临,使在线学习辅导成为研究的热点,也使得在线学习正在向精准化、个性化逐步转型。基于此,首先阐述学生画像与个性化学习理念融合的观点;然后进行基于学生画像的个性化学习辅导的框架设计;继而详细阐述大数据时代下的学生画像的模型设计;最后基于学生画像模型,提出个性化学习辅导模式,主要包括认知层面、元认知层面、情感态度层面的三个维度的辅导性提示,以期提高学习者的认知水平、元认知能力及在线学习体验,为当前在线学习开展大数据个性化学习辅导提供参考。

With the advent of artificial intelligence era,online learning guidance has become a research hotspot,and also make online learning gradually transform to precision and personalization. Based on this,first expound the view of the fusion of student portrait and personalized learning concept,second,carry on the framework design of personalized learning tutoring based on the student portrait,then elaborate the model design of student portrait in the age of big data,and finally put forward the personalized learning tutoring model based on the student portrait model,which mainly includes the cognitive level,the meta-cognitive level. The three dimensions of counseling at the emotional attitude level,with a view to improving learners’ cognitive level,meta-cognitive ability and online learning experience,provide an application reference for the current need for online learning to carry out big data personalized learning coaching.