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Learning and Evidence Analytics Framework Bridges Research and Practice for Educational Data Science.

Authors :
HIROAKI OGATA
RWITAJIT MAJUMDAR
BRENDAN FLANAGAN
Source :
Communications of the ACM; Jul2023, Vol. 66 Issue 7, p72-74, 3p, 1 Color Photograph, 1 Diagram
Publication Year :
2023

Abstract

This article discusses LEAF, the Learning and Evidence Analytics Framework developed at Kyoto University and how it can provide a standardized format for all educational data in Japan. Topics include the five tenets of data-driven teaching and learning with the LEAF system, the LEAF linked services EXAIT, Educational Explainable Artificial Intelligence Tools and GOAL, a self-directed learning support tool and the current status of LEAF implementation in Japan.

Details

Language :
English
ISSN :
00010782
Volume :
66
Issue :
7
Database :
Complementary Index
Journal :
Communications of the ACM
Publication Type :
Periodical
Accession number :
164454624
Full Text :
https://doi.org/10.1145/3589660