首页|"认知—情感—整体"视阈下国家一流课程形象感知研究

"认知—情感—整体"视阈下国家一流课程形象感知研究

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以中国大学MOOC平台上的第一批外语类国家一流课程的学习者评论文本为研究数据,采用LDA模型、语义网络和情感分析方法从学习者认知、情感和整体三个维度对课程形象进行了探究.结果表明:学习者对课程的认知可归为"课程内容""教师讲授""知识获得"等 11 个方面,随着课程获批国家一流课程,学习者对课程的认知由课程内容、教师讲授 2个主题为语义网络的核心要素演变为以课程内容、教师讲授及知识获得 3 个主题为语义网络的核心要素;课程内容、教师讲授、知识获得、教学方法以及习题测试是影响学习者情感体验的关键因素;学习者对课程的整体印象为正面的,但对课程的推荐意愿并不高,课程在习题测试等方面存在较大的改进空间.
Research on the Image Perception for the National First-Class Curriculum from the Perspective of"Cognitive-Affective-Global"Attitude
The image of the courses has been analyzed from the three dimensions of learners'cognitive,affective,and global attitude by using the LDA model,semantic network,and sentiment analysis,based on the data of the first batch of learner comments of national first-class foreign language courses on the iCourse platform.The results show that:learners'perceptions of the course can be categorized into 11 aspects such as"course content","teacher's teaching","knowledge acquisition",etc.With the approval of the national first-class course,learners'perception of the course has evolved from"course content"and"teacher's teaching"as the network core to"course content","teacher's teaching"and"knowledge acquisition"as the core."Course content","teacher's teaching","knowledge acquisition","teaching method"and"exercise test"are the key factors that affect learners'emotion towards the course.Learners'overall impression of the course is positive,but their willingness to recommend the course is not high,and there is much room for improvement in the aspects of the course such as"exercise test".

curriculum image perceptionlearning commentstext mining

王锐、凌海丽、陈洁、许菱

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江西理工大学 经济管理学院,江西 赣州 341000

课程形象感知 学习评论 文本挖掘

2024

韶关学院学报
韶关学院

韶关学院学报

影响因子:0.28
ISSN:1007-5348
年,卷(期):2024.45(5)