TY - GEN
T1 - Learning support through personalized review material recommendations
AU - Shiino, Tetsuya
AU - Shimada, Atsushi
AU - Minematsu, Tsubasa
AU - Taniguchi, Rin Ichiro
N1 - Funding Information:
This work was supported by JST AIP Grant Number JPMJCR19U1, JSPS KAKENHI Grand Number JP18H04125, and Innovation Platform for Society 5.0 from Japan Ministry of Education, Culture, Sports, Science and Technology (Code: S004541) Japan.
Publisher Copyright:
Copyright © 2020 Asia-Pacific Society for Computers in Education.
PY - 2020/11/23
Y1 - 2020/11/23
N2 - Recent enrichment of digital learning environments has made it possible to obtain learning logs (data) on learners' learning behavior. In this situation, it is possible to recommend learning contents which are appropriate for individual learner by analyzing learning data. Our study develops a learning support system which recommends personalized review materials based on the results of quizzes and learning activities recorded by e-textbooks. In this paper, we explain the details of the system and report experimental results.
AB - Recent enrichment of digital learning environments has made it possible to obtain learning logs (data) on learners' learning behavior. In this situation, it is possible to recommend learning contents which are appropriate for individual learner by analyzing learning data. Our study develops a learning support system which recommends personalized review materials based on the results of quizzes and learning activities recorded by e-textbooks. In this paper, we explain the details of the system and report experimental results.
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M3 - Conference contribution
AN - SCOPUS:85099578669
T3 - ICCE 2020 - 28th International Conference on Computers in Education, Proceedings
SP - 137
EP - 143
BT - ICCE 2020 - 28th International Conference on Computers in Education, Proceedings
A2 - So, Hyo-Jeong
A2 - Rodrigo, Ma. Mercedes
A2 - Mason, Jon
A2 - Mitrovic, Antonija
A2 - Banawan, Michelle P.
A2 - Khambari, Mas Nida BT MD
A2 - Dewan, Ali
A2 - Gottipati, Swapna
A2 - Hasnine, Mohammed Nehal
A2 - Jayakrishnan, Madathil Warriem
A2 - Jiang, Bo
A2 - Jong, Morris
A2 - Kojima, Kazuaki
A2 - Agapito, Jenilyn L.
A2 - Li, Ping
A2 - Matsui, Tatsunori
A2 - Ogata, Hiroaki
A2 - Panjaburee, Patcharin
A2 - Shadiev, Rustam
A2 - Sung, Han-Yu
A2 - Supnithi, Thepchai
A2 - Tlili, Ahmed
A2 - Wongwatkit, Charoenchai
A2 - Yin, Chengjiu
PB - Asia-Pacific Society for Computers in Education
T2 - 28th International Conference on Computers in Education, ICCE 2020
Y2 - 23 November 2020 through 27 November 2020
ER -