[HTML][HTML] A survey of visual analytics techniques for online education

X Kui, N Liu, Q Liu, J Liu, X Zeng, C Zhang - Visual Informatics, 2022 - Elsevier
Visual analytics techniques are widely utilized to facilitate the exploration of online
educational data. To help researchers better understand the necessity and the efficiency of …

[PDF][PDF] Recent advances in intelligent textbooks for better learning

B Jiang, M Gu, Y Du - Learning: Designing the Future, 2023 - library.oapen.org
Intelligent textbooks embed digital textbooks with intelligent tutoring technologies to provide
intelligent reading support to students. Intelligent textbooks not only provide interactions that …

Student success prediction using student exam behaviour

J Kuzilek, Z Zdrahal, V Fuglik - Future Generation Computer Systems, 2021 - Elsevier
Abstract The Faculty of Mechanical Engineering, Czech Technical University in Prague
(FME) faces a significant student drop-out in the first-year bachelor programme, which is an …

Utilizing random forest algorithm for early detection of academic underperformance in open learning environments

SAA Balabied, HF Eid - PeerJ Computer Science, 2023 - peerj.com
Background One of the primary benefits of Open Learning Environments (OLEs) is their
scalability. OLEs provide flexible and accessible learning opportunities to a large number of …

Student drop-out modelling using virtual learning environment behaviour data

J Kuzilek, J Vaclavek, V Fuglik, Z Zdrahal - … -Enhanced Learning: 13th …, 2018 - Springer
With the rapid advancement of Virtual Learning Environments (VLE) in higher education, the
amount of available student data grows. Universities collect the information about students …

A perspective from educational technology research trends in individualization of learning in elementary and secondary education in Japan

T Horita, T Nagahama - … and Technology in Education and Learning, 2023 - jstage.jst.go.jp
In this paper, we 1) review the trend of informatization in elementary and secondary
education in Japan, 2) summarize the individualization of learning in today's educational …

Educational data mining for discovering hidden browsing patterns using non-negative matrix factorization

K Mouri, F Suzuki, A Shimada, N Uosaki… - Interactive Learning …, 2021 - Taylor & Francis
This paper describes a method to collect data of which section of pages learners were
browsing in digital textbooks without eye-tracking technologies. In previous researches on …

An automatic quiz generation system utilizing digital textbook logs

K Mouri, N Uosaki, M Hasnine, A Shimada… - Interactive Learning …, 2021 - Taylor & Francis
This paper describes an automatic quiz generation system designed to support language
learning that utilizes digital textbook logs. Learners often memorize words in digital …

大学教育におけるラーニング・アナリティクスの導入と研究

緒方広明 - 日本教育工学会論文誌, 2017 - jstage.jst.go.jp
抄録 **年の情報通信技術の発展により, 大学教育において, e-Learning の導入など,
教育の情報化が推進されており, 授業内外を問わず, 教育・学習活動に関する膨大な量のデータが …

First-year engineering students' strategies for taking exams

J Kuzilek, Z Zdrahal, J Vaclavek, V Fuglik… - International Journal of …, 2023 - Springer
Student drop-out is one of the most critical issues that higher educational institutions face
nowadays. The problem is significant for first-year students. These freshmen are especially …