Gaining an Insight into Learner Satisfaction in MOOCs: An Investigation through Blog Mining

IF 0.9 Q3 EDUCATION & EDUCATIONAL RESEARCH Open Praxis Pub Date : 2022-01-01 DOI:10.55982/openpraxis.14.3.490
M. Ustaoğlu, Volkan Kukul
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引用次数: 0

Abstract

MOOCs can be considered as a powerful alternative in extraordinary situations where people cannot reach formal education. In recent years, the widespread use of the internet worldwide and especially the CoVID-19 has increased the need of people for MOOCs. However, in order to increase the effectiveness of MOOCs, and to provide a better learning environment, the need to evaluate MOOCs has arisen. One of the indicators of quality in online learning is student satisfaction. Accordingly, this research aims to reveal learner satisfaction in MOOCs. The most important indicator for measuring this satisfaction in MOOCs is user comments. In this study, 39101 comments of the participants in 960 MOOCs were examined by using text mining techniques within the framework of satisfaction.
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基于博客挖掘的mooc学习者满意度调查
在人们无法接受正规教育的特殊情况下,mooc可以被视为一种强有力的选择。近年来,随着互联网在世界范围内的广泛使用,特别是新冠肺炎疫情的爆发,人们对mooc的需求增加了。然而,为了提高mooc的有效性,提供更好的学习环境,需要对mooc进行评估。在线学习质量的指标之一是学生满意度。因此,本研究旨在揭示mooc中的学习者满意度。衡量mooc满意度的最重要指标是用户评论。本研究采用满意度框架下的文本挖掘技术,对960门慕课参与者的39101条评论进行了分析。
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来源期刊
Open Praxis
Open Praxis EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
3.50
自引率
6.20%
发文量
0
审稿时长
13 weeks
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