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Fumiya Okubo
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A neural network approach for students' performance prediction
F Okubo, T Yamashita, A Shimada, H Ogata
Proceedings of the seventh international learning analytics & knowledge …, 2017
2282017
E-Book-based learning analytics in university education
H Ogata, C Yin, M Oi, F Okubo, A Shimada, K Kojima, M Yamada
International conference on computer in education (ICCE 2015), 401-406, 2015
1862015
Learning analytics for e-book-based educational big data in higher education
H Ogata, M Oi, K Mohri, F Okubo, A Shimada, M Yamada, J Wang, ...
Smart sensors at the IoT frontier, 327-350, 2017
952017
Learning analytics of the relationships among self-regulated learning, learning behaviors, and learning performance
M Yamada, A Shimada, F Okubo, M Oi, K Kojima, H Ogata
Research and Practice in Technology Enhanced Learning 12, 1-17, 2017
842017
Automatic summarization of lecture slides for enhanced student previewtechnical report and user study
A Shimada, F Okubo, C Yin, H Ogata
IEEE Transactions on Learning Technologies 11 (2), 165-178, 2017
562017
Direction of collaborative problem solving-based STEM learning by learning analytics approach
L Chen, N Yoshimatsu, Y Goda, F Okubo, Y Taniguchi, M Oi, S Konomi, ...
Research and Practice in Technology Enhanced Learning 14, 1-28, 2019
552019
Exploring the relationships between reading behavior patterns and learning outcomes based on log data from e-books: A human factor approach
C Yin, M Yamada, M Oi, A Shimada, F Okubo, K Kojima, H Ogata
International Journal of Human–Computer Interaction 35 (4-5), 313-322, 2019
532019
Identifying and analyzing the learning behaviors of students using e-books
C Yin, F Okubo, A Shimada, M Oi, S Hirokawa, H Ogata
Proc. of the 22nd International Conference on Computers in Education, 118-120, 2015
462015
Smart phone based data collecting system for analyzing learning behaviors
C Yin, F Okubo, A Shimada, K Kojima, M Yamada, N Fujimura, H Ogata
Proceedings of International Conference of Computers on Education 2014, 575-577, 2014
442014
Bayesian network for predicting students' final grade using e-book logs in university education
K Mouri, F Okubo, A Shimada, H Ogata
2016 IEEE 16th international conference on advanced learning technologies …, 2016
422016
Students' performance prediction using data of multiple courses by recurrent neural network
F Okubo, T Yamashita, A Shimada, S Konomi
25th International Conference on Computers in Education, ICCE 2017, 439-444, 2017
392017
M2B system: A digital learning platform for traditional classrooms in university
H Ogata, Y Taniguchi, D Suehiro, A Shimada, M Oi, F Okubo, M Yamada, ...
Practitioner Track Proceedings, 155-162, 2017
382017
Exploring factors that influence collaborative problem solving awareness in science education
L Chen, K Inoue, Y Goda, F Okubo, Y Taniguchi, M Oi, S Konomi, H Ogata, ...
Technology, Knowledge and Learning 25, 337-366, 2020
332020
Analysis of preview and review patterns in undergraduates’e-book logs
M Oi, F Okubo, A Shimada, C Yin, H Ogata
Proceedings of the 23rd international conference on computers in education …, 2015
332015
Preliminary research on self-regulated learning and learning logs in a ubiquitus learning environment
M Yamada, C Yin, A Shimada, K Kojima, F Okubo, H Ogata
2015 IEEE 15th International Conference on Advanced Learning Technologies, 93-95, 2015
302015
教育ビッグデータの利活用に向けた学習ログの蓄積と分析
緒方広明, 殷成久, 毛利考佑, 大井京, 島田敬士, 大久保文哉, 山田政寛, ...
教育システム情報学会誌 33 (2), 58-66, 2016
282016
Learning activity features of high performance students
F Okubo, S Hirokawa, M Oi, A Shimada, K Kentaro, M Yamada, H Ogata
CEUR Workshop Proceedings 1601, 28-33, 2016
272016
Analyzing the features of learning behaviors of students using e-books
C Yin, F Okubo, A Shimada, M Oi, S Hirokawa, M Yamada, K Kojima, ...
International Conference on Computer in Education (ICCE 2015), 617-626, 2015
272015
Informal learning behavior analysis using action logs and slide features in e-textbooks
A Shimada, F Okubo, C Yin, K Kojima, M Yamada, H Ogata
2015 IEEE 15th international conference on advanced learning technologies …, 2015
272015
Online change detection for monitoring individual student behavior via clickstream data on E-book system
A Shimada, Y Taniguchi, F Okubo, S Konomi, H Ogata
Proceedings of the 8th international conference on learning analytics and …, 2018
252018
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