| 行为数据分析视角下Moodle平台在线学习力研究 |
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| 引用本文： | 缪佳佳,邹柳聪.行为数据分析视角下Moodle平台在线学习力研究[J].教育技术导刊,2019,18(12):256-258. |
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| 作者姓名： | 缪佳佳 邹柳聪 |
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| 作者单位： | 浙江师范大学 教师教育学院，浙江 金华 321000 |
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| 摘 要： | 在线学习如今成为人们获取知识的一种重要方式，但许多研究表明，在线学习者的学习效果不理想，很大程度上与学习者的在线学习能力有关。在已有文献基础上界定在线学习力概念与发展模型，综合Moodle平台学生实际学习情况，尝试将行为数据分析技术应用于学生在线学习力分析中。采用滞后序列分析方法可从学习行为序列角度分析学习者在线学习过程中的学习行为，从而在一定程度上评估在线学习力各个维度的能力体现情况，以期为教师教学与学生学习提供指导，达到优化学生在线学习效果的目的。
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| 关 键 词： | 在线学习力 学习行为 数据分析 Moodle |
| 收稿时间： | 2019-03-07 |
Research on Moodle Platform's Online Learning Ability from the Perspective of Behavior Data Analysis |
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| MIAO Jia-jia,ZOU Liu-cong.Research on Moodle Platform's Online Learning Ability from the Perspective of Behavior Data Analysis[J].Introduction of Educational Technology,2019,18(12):256-258. |
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| Authors: | MIAO Jia-jia ZOU Liu-cong |
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| Institution: | School of Teacher Education， Zhejiang Normal University， Jinhua 321000， China |
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| Abstract: | Online learning has become an important way for people to acquire knowledge today， but many studies have shown that online learners’ online learning is not ideal， and is largely related to learners’ online learning ability. Based on the literature， this paper defines the concept and development model of online learning ability， integrates the actual situation of Moodle platform students’ learning， and attempts to apply behavioral data analysis technology to analyze students’ online learning ability， and analyze and evaluate the lag behavior sequence data and the specific situation of the five dimensions of online learning ability to explore the online learning ability of students in the online learning environment. Through data analysis， it is found that the learner’s online learning process can be analyzed from the perspective of learning behavior sequence， which reflects the learner’s learning behavior and behavioral performance， and can assess the ability of each dimension of online learning ability to a certain extent. It is hope that this paper can help teachers provide an objective basis for providing guidance for student learning. |
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| Keywords: | online learning learning behavior data analysis Moodle and help to optimize students’ online learning effectivness |
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