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Download full textNakayama, Keita; Shimada, Atsushi; Minematsu, Tsubasa; Taniguchi, Yuta; Taniguchi, Rin-Ichiro – International Association for Development of the Information Society, 2019
Thanks to an increase in the amount of information on the Internet and the spread of ICT-supported educational environments, much attention has been paid to learning support based on "smart" recommendation technologies. In this study, we propose an education improvement model based on the recommender system using the human-in-the-loop…
Descriptors: Models, Information Dissemination, Internet, Educational Technology
Taniguchi, Rin-Ichiro; Arita, Daisaku; Shimada, Atsushi; Yamada, Masanori; Goda, Yoshiko; Yamamoto, Ryota; Okayasu, Takashi – International Association for Development of the Information Society, 2019
This paper presents an outline of our project, in which we develop an observation framework for integrating lecture and contextual learning in the field of crop cultivation. Specifically, we will use multi sensing of learners' activities in classrooms, and contextual learning in fieldwork, farm planting, and farming environments. The motivation…
Descriptors: Agricultural Production, Foreign Countries, Teaching Methods, Agricultural Education
Direct linkShimada, Atsushi; Konomi, Shin'ichi; Ogata, Hiroaki – Interactive Technology and Smart Education, 2018
Purpose: The purpose of this study is to propose a real-time lecture supporting system. The target of this study is on-site classrooms where teachers give lectures and a lot of students listen to teachers' explanations, conduct exercises, etc. Design/methodology/approach: The proposed system uses an e-learning system and an e-book system to…
Descriptors: Lecture Method, Electronic Learning, Feedback (Response), Electronic Publishing
Shimada, Atsushi; Okubo, Fumiya; Yin, Chengjiu; Ogata, Hiroaki – IEEE Transactions on Learning Technologies, 2018
This paper is an extension of research originally reported in [1]. Here, we propose a novel method for summarizing lecture slides to enhance students' preview efficiency and understanding of the content. Students are often asked to prepare for a class by reading lecture materials. However, because the attention span of students is limited, this is…
Descriptors: Lecture Method, Student Surveys, Tests, Scores
Shimada, Atsushi; Mouri, Kousuke; Taniguchi, Yuta; Ogata, Hiroaki; Taniguchi, Rin-ichiro; Konomi, Shin'ichi – International Educational Data Mining Society, 2019
In this paper, we focus on optimizing the assignment of students to courses. The target courses are conducted by different teachers using the same syllabus, course design, and lecture materials. More than 1,300 students are mechanically assigned to one of ten courses taught by different teachers. Therefore, mismatches often occur between students'…
Descriptors: Student Placement, Learning Activities, Learning Analytics, Cognitive Style
Shimada, Atsushi; Konomi, Shin'ichi – International Association for Development of the Information Society, 2017
A new lecture supporting system based on real-time learning analytics is proposed. Our target is on-site classrooms where teachers give their lectures, and a lot of students listen to teachers' explanation, conduct exercises etc. We utilize not only an e-Learning system, but also an e-Book system to collect real-time learning activities during the…
Descriptors: Foreign Countries, Data Collection, Data Analysis, Electronic Learning
