The ethics of using digital trace data in education: A thematic review of the research landscape
L Hakimi, R Eynon, VA Murphy - Review of educational …, 2021 - journals.sagepub.com
This article presents the findings of a systematic qualitative analysis of research in the ethics
of digital trace data use in learning and education. From the resulting analysis of 77 peer …
of digital trace data use in learning and education. From the resulting analysis of 77 peer …
Artificial neural networks for educational data mining in higher education: A systematic literature review
E Okewu, P Adewole, S Misra… - Applied Artificial …, 2021 - Taylor & Francis
Efforts to raise the bar of higher education so as to respond to dynamic societal/industry
needs have led to a number of initiatives, including artificial neural network (ANN) based …
needs have led to a number of initiatives, including artificial neural network (ANN) based …
“We're being tracked at all times”: Student perspectives of their privacy in relation to learning analytics in higher education
Higher education institutions are continuing to develop their capacity for learning analytics
(LA), which is a sociotechnical data‐mining and analytic practice. Institutions rarely inform …
(LA), which is a sociotechnical data‐mining and analytic practice. Institutions rarely inform …
Achieving big data privacy in education
JR Reidenberg, F Schaub - Theory and Research in …, 2018 - journals.sagepub.com
Education, Big Data, and student privacy are a combustible mix. The improvement of
education and the protection of student privacy are key societal values. Big Data and …
education and the protection of student privacy are key societal values. Big Data and …
[HTML][HTML] Investigating the dimensions of students' privacy concern in the collection, use and sharing of data for learning analytics
The datafication of learning has created vast amounts of digital data which may contribute to
enhancing teaching and learning. While researchers have successfully used learning …
enhancing teaching and learning. While researchers have successfully used learning …
Implementing next generation privacy and ethics research in education technology
For the developers of next‐generation education technology (EdTech), the use of Learning
Analytics (LA) is a key competitive advantage as the use of some form of LA in EdTech is fast …
Analytics (LA) is a key competitive advantage as the use of some form of LA in EdTech is fast …
Learning analytics: At the nexus of big data, digital innovation, and social justice in education
SJ Aguilar - TechTrends, 2018 - Springer
We are still designing educational experiences for the average student, and have room to
improve. Learning analytics provides a way forward. This commentary describes how …
improve. Learning analytics provides a way forward. This commentary describes how …
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 …
providing teaching and learning experiences to hundreds even thousands of users, an …
Do academics and university administrators really know better? The ethics of positioning student perspectives in learning analytics
Increasingly learning analytics (LA) has begun utilising staff-and student-facing dashboards
capturing visualisations to present data to support student success and improve learning …
capturing visualisations to present data to support student success and improve learning …
Learning analytics challenges to overcome in higher education institutions
While a large number of scientific publications explain the development of prototypes or the
implementation of case studies in detail, descriptions of the challenges and proper solutions …
implementation of case studies in detail, descriptions of the challenges and proper solutions …