职业教育环境下学习者个性化建模研究

Research on Personalized Modeling of Learners in a Vocational Education Environment

在对学习者对象、模型构建、建模技术深入分析的基础上,充分利用机器学习、数据挖掘、大数据分析、人工智能等技术,从知识、能力、认知、情感四个方面讨论了职业教育学习者个性化模型的构建,以期为个性化学习和适性化教育提供精准服务,也为职业教育借助智能技术实施智慧教育、培养高技能人才提供理论和实践方面的探索。

This paper discussed the personalized model construction of vocational education learners,which focused on knowledge,ability,cognition and emotion,making full use of machine learning,data mining,big data analysis and artificial intelligence,based on the thorough analysis of the learner object,model construction and modeling technology,to provide the accurate service for personalized learning and fitness education,also the theory and practice for vocational education with intelligent technology implementing wisdom education,cultivating highly skilled talents.