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[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 …
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 …
intelligent reading support to students. Intelligent textbooks not only provide interactions that …
Student success prediction using student exam behaviour
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 …
(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 …
scalability. OLEs provide flexible and accessible learning opportunities to a large number of …
Student drop-out modelling using virtual learning environment behaviour data
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 …
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 …
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
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 …
browsing in digital textbooks without eye-tracking technologies. In previous researches on …
An automatic quiz generation system utilizing digital textbook logs
This paper describes an automatic quiz generation system designed to support language
learning that utilizes digital textbook logs. Learners often memorize words in digital …
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 …
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
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 …
nowadays. The problem is significant for first-year students. These freshmen are especially …