フォロー
Fumiya Okubo
タイトル
引用先
引用先
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
1372017
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
1362015
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
722017
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), 1-17, 2017
612017
Smart phone based data collecting system for analyzing learning behaviors
C Yin, F Okubo, A Shimada, K Kojima, M Yamada, N Fujimura, H Ogata
International conference on computer in education (ICCE 2014), 575-577, 2014
432014
Identifying and analyzing the learning behaviors of students using e-books
C Yin, F Okubo, A Shimada, M Oi, S Hirokawa, H Ogata
Proceedings of the 23rd international conference on computers in education …, 2015
412015
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
362016
Who's Learning? Using Demographics in EDM Research.
L Paquette, J Ocumpaugh, Z Li, A Andres, R Baker
Journal of Educational Data Mining 12 (3), 1-30, 2020
35*2020
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
342019
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
332017
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
332017
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
282015
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), 1-28, 2019
272019
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
272015
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
262015
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
252015
Reaction automata
F Okubo, S Kobayashi, T Yokomori
Theoretical Computer Science 429, 247-257, 2012
242012
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
232016
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
222017
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
192018
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