Utilising learning analytics to support study success in higher education: a systematic review
Study success includes the successful completion of a first degree in higher education to the
largest extent, and the successful completion of individual learning tasks to the smallest …
largest extent, and the successful completion of individual learning tasks to the smallest …
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 …
Ethical principles for artificial intelligence in education
The advancement of artificial intelligence in education (AIED) has the potential to transform
the educational landscape and influence the role of all involved stakeholders. In recent …
the educational landscape and influence the role of all involved stakeholders. In recent …
Generative artificial intelligence in education and its implications for assessment
The abrupt emergence and rapid advancement of generative artificial intelligence (AI)
technologies, transitioning from research labs to potentially all aspects of social life, has …
technologies, transitioning from research labs to potentially all aspects of social life, has …
Artificial intelligence in education: Implications for policymakers, researchers, and practitioners
One trending theme within research on learning and teaching is an emphasis on artificial
intelligence (AI). While AI offers opportunities in the educational arena, blindly replacing …
intelligence (AI). While AI offers opportunities in the educational arena, blindly replacing …
Features students really expect from learning analytics
More and more learning in higher education settings is being facilitated through online
learning environments. Students' ability to self-regulate their learning is considered a key …
learning environments. Students' ability to self-regulate their learning is considered a key …
Learning analytics in higher education: a preponderance of analytics but very little learning?
C Guzmán-Valenzuela, C Gómez-González… - International journal of …, 2021 - Springer
In a context where learning mediated by technology has gained prominence in higher
education, learning analytics has become a powerful tool to collect and analyse data with …
education, learning analytics has become a powerful tool to collect and analyse data with …
“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 …
Prompt text classifications with transformer models! An exemplary introduction to prompt-based learning with large language models
This study investigates the potential of automated classification using prompt-based learning
approaches with transformer models (large language models trained in an unsupervised …
approaches with transformer models (large language models trained in an unsupervised …
Learning analytics and higher education: a proposed model for establishing informed consent mechanisms to promote student privacy and autonomy
KML Jones - International Journal of Educational Technology in …, 2019 - Springer
By tracking, aggregating, and analyzing student profiles along with students' digital and
analog behaviors captured in information systems, universities are beginning to open the …
analog behaviors captured in information systems, universities are beginning to open the …