Presentation 2018-05-19
Sharing the results of a Moodle course material clickstream analysis and examining its effect on students
Konomu Dobashi,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) A face-to-face blended-type lesson was previously carried out using Moodle in PC classes attended by a large number of students in order to test a proposed method for collecting and analyzing the learning logs of students. The advantages of providing constructive feedback to students are numerous. Such feedback increases the focus of both student and teacher on the lesson and encourages measures to enhance the educational effect. Alerting students who are identified as not opening required materials in class or who are late opening the materials has the positive effect of increasing classroom concentration. By making students aware of their pre-learning and post-learning activity and performance, students are more likely to make appropriate adjustments in their behavior. This paper examines the impact of communicating to students the results of the time-series cross-section analysis of the course material clickstream generated by TSCS Monitor and summarizes the effects and student impressions of the approach based on a detailed student survey.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) time-series / cross-section / clickstream / learning analytics / educational data mining / visualization
Paper # ET2018-5
Date of Issue 2018-05-12 (ET)

Conference Information
Committee ET
Conference Date 2018/5/19(1days)
Place (in Japanese) (See Japanese page)
Place (in English) National Institute of Special Needs Education
Topics (in Japanese) (See Japanese page)
Topics (in English) Special Needs Education and Welfare Support, etc.
Chair Yozo Miyadera(Tokyo Gakugei Univ.)
Vice Chair Shoichi Nakamura(Fukushima Univ.)
Secretary Shoichi Nakamura(Tokyo Polytechnic Univ.)
Assistant Hiroki Nakayama(Waseda Univ.) / Megumi Kurayama(National Inst. of Tech., Hakodate College)

Paper Information
Registration To Technical Committee on Educational Technology
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Sharing the results of a Moodle course material clickstream analysis and examining its effect on students
Sub Title (in English)
Keyword(1) time-series
Keyword(2) cross-section
Keyword(3) clickstream
Keyword(4) learning analytics
Keyword(5) educational data mining
Keyword(6) visualization
1st Author's Name Konomu Dobashi
1st Author's Affiliation Aichi University(Aichi Univ.)
Date 2018-05-19
Paper # ET2018-5
Volume (vol) vol.118
Number (no) ET-46
Page pp.pp.23-28(ET),
#Pages 6
Date of Issue 2018-05-12 (ET)