Learning analytics: A glance of evolution, status, and trends according to a proposed taxonomy

A Peña‐Ayala - Wiley Interdisciplinary Reviews: Data Mining …, 2018 - Wiley Online Library
Before the emergence of computer‐based educational systems (CBES) whose aims of
providing teaching and learning experiences to hundreds even thousands of users, an …

Predicting students' performance in e-learning using learning process and behaviour data

F Qiu, G Zhang, X Sheng, L Jiang, L Zhu, Q Xiang… - Scientific Reports, 2022 - nature.com
E-learning is achieved by the deep integration of modern education and information
technology, and plays an important role in promoting educational equity. With the …

Postdigital education in design and practice

T Fawns - Postdigital science and education, 2019 - Springer
Digital education is one of a number of terms (including e-learning, technology-enhanced
learning, online learning, blended learning) that have seen increasing use in educational …

[图书][B] 25 years of ed tech

M Weller - 2020 - books.google.com
In this lively and approachable volume based on his popular blog series, Martin Weller
demonstrates a rich history of innovation and effective implementation of ed tech across …

Integrated social cognitive theory with learning input factors: The effects of problem-solving skills and critical thinking skills on learning performance sustainability

MA Almulla, WM Al-Rahmi - Sustainability, 2023 - mdpi.com
E-learning is expected to become a common teaching and learning approach in educational
institutions in the near future; thus, the success of e-learning initiatives must be ensured in …

Ecological teaching evaluation vs the datafication of quality: Understanding education with, and around, data

T Fawns, G Aitken, D Jones - Postdigital Science and Education, 2021 - Springer
Current evaluation of higher education programmes is driven primarily by economic
concerns, with a resulting imbalance towards the summative assessment of teaching and …

Adopting trust in learning analytics infrastructure. A structured literature review

GP Ciordas-Hertel, J Schneider, S Ternier… - Journal of Universal …, 2019 - pedocs.de
One key factor for the successful outcome of a Learning Analytics (LA) infrastructure is the
ability to decide which software architecture concept is necessary. Big Data can be used to …

Uncovering patterns in process data to analyze interactions and learning outcomes within a computer-based learning environment

AG Brady - Research in Science Education, 2024 - Springer
Computer-based learning environments (CBLEs) are powerful tools to support student
learning. Increasingly of interest is the data that is recorded as learners interact with a CBLE …

A data mining approach to identify the factors affecting the academic success of tertiary students in Sri Lanka

KT Sanvitha Kasthuriarachchi, SR Liyanage… - … Data Engineering for …, 2018 - Springer
Abstract Educational Data Mining has become a very popular and highly important area in
the domain of Data mining. Application of data mining to education arena arises as a …

Professional learning analytics: Understanding complex learning processes through measurement, collection, analysis, and reporting of MOOC data

A Littlejohn, E Kennedy, D Laurillard - Methods for Researching …, 2022 - Springer
Global, organisational and technological changes are transforming the world of work. To
respond to these changes, professionals need to be able to adapt and upskill flexibly …