摘要
个性化学习模式是在线教学网络的主要特色之一。本文针对在线教学网络中学习者以自主学习为主,长时间处于孤立的学习状态而缺乏情感支持的不足,提出融合文本情感分析的个性化学习模式。在对文本情感分析内容和技术进行分析的基础上,围绕着个性化学习模型的构建,重点研究了文本分词、情感建模、学习系统、个性化服务4个方面的内容。该模型为学习者在网络学习过程中提供了情感帮助和支持服务。
Personalized learning mode is one of the main characteristics of online teaching network. In view of the lack of independent learning and lack of emotional support for a long time for the learners focusing on autonomous learning, a personalized learning mode of fusion of text emotion analysis is proposed. On the basis of the analysis of the content and technology of text emotion analysis, this paper focuses on the four aspects of text segmentation, emotion modeling, learning system and personalized service, about the construction of personalized learning model. This model can provide emotion help and support services for learners in the learning process.
作者
白杨
Bai Yang(School of Information Engineering, Eastern Liaoning University, Dandong 118003, China)
出处
《现代盐化工》
2018年第3期149-150,共2页
Modern Salt and Chemical Industry
基金
辽东学院科研基金重点培育项目"大数据环境下融合情感语义特征的个性化学习模式研究"(2016ZD001)
关键词
个性化学习模式
文本情感分析
情感建模
推荐
personalized learning mode
text emotion analysis
emotion modeling
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