Volume 14 Number 6 (Jun. 2019)
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JCP 2019 Vol.14(6): 381-388 ISSN: 1796-203X
doi: 10.17706/jcp.14.6.381-388

A Video Learning Analytics System for Students’ Learning Behavior Collection and Visualization

Qiusha Min, Yating Chen, Dan Xia
School of Educational Information Technology, Central China Normal University, No.152 Luoyu Road, Wuhan, Hubei, China.

Abstract—Nowadays, the flipped classroom or blended-learning models have been widely implemented in school settings. In these teaching models, students are provided with online materials to gain necessary knowledge before or after class. The instructional videos are often the main learning materials which students spend much time on watching. During their learning process, large amount of interaction data of students with their video system are generated. Therefore, this paper presents a video learning analytics system to collect and visualize these behavior data. This system has five main modules, which are login, video, quiz, visualization, and database. The system can collect students' learning behavior data in the background when students watch video in the video module and gather their learning results in the quiz module. Consequently, the visualization module is used to present students' video watching tracks and learning results. Using this system, it is easy for educators and researchers to evaluate the learning effect of students via video. These evaluation results can be used to improve the quality of student learning and teacher instruction.

Index Terms—Behavior collection, behavior visualization, learning analytics, online video.

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Cite: Qiusha Min, Yating Chen, Dan Xia, "A Video Learning Analytics System for Students’ Learning Behavior Collection and Visualization," Journal of Computers vol. 14, no. 6, pp. 381-388, 2019.

General Information

ISSN: 1796-203X
Abbreviated Title: J.Comput.
Frequency: Monthly
Editor-in-Chief: Prof. Liansheng Tan
Executive Editor: Ms. Nina Lee
Abstracting/ Indexing: DBLP, EBSCO,  ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, CNKI,etc
E-mail: jcp@iap.org
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