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Lee, Hakeoung Hannah; Gargroetzi, Emma C. – Journal of Learning Analytics, 2023
Data-driven learning analytics (LA) exploits artificial intelligence, data-mining, and emerging technologies, rapidly expanding the collection and uses of learner data. Considerations of potential harm and ethical implications have not kept pace, raising concerns about ethical and privacy issues (Holstein & Doroudi, 2019; Prinsloo & Slade,…
Descriptors: Learning Analytics, Mentors, Ethics, Responsibility
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Laura Froehlich; Sebastian Weydner-Volkmann – Journal of Learning Analytics, 2024
Educational disparities between traditional and non-traditional student groups in higher distance education can potentially be reduced by alleviating social identity threat and strengthening students' sense of belonging in the academic context. We present a use case of how Learning Analytics and Machine Learning can be applied to develop and…
Descriptors: Learning Analytics, Electronic Learning, Distance Education, Equal Education
OECD Publishing, 2021
How might digital technology and notably smart technologies based on artificial intelligence (AI), learning analytics, robotics, and others transform education? This book explores such question. It focuses on how smart technologies currently change education in the classroom and the management of educational organisations and systems. The book…
Descriptors: Educational Technology, Technology Uses in Education, Artificial Intelligence, Learning Analytics
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Fomunyam, Kehdinga George – International Journal of Education and Practice, 2020
Machine learning technology is currently a new frontier for higher education globally, and the African higher education system needs to change in tandem with this technological trend in order to combat challenges faced by the system. These challenges include lack of institutional research to discover new knowledge, unfavorable methods of…
Descriptors: Foreign Countries, Electronic Learning, Higher Education, Educational Technology
Francesca Gottschalk; Crystal Weise – OECD Publishing, 2023
Digital technologies can be used to support the inclusion of diverse student groups in education in a number of ways including enhancing accessibility of educational content, increasing personalisation and providing distance learning opportunities, as was the case during the COVID-19 pandemic. However, persistent digital inequalities can undermine…
Descriptors: Access to Computers, Educational Technology, Inclusion, Equal Education
Alexander, Bryan; Ashford-Rowe, Kevin; Barajas-Murphy, Noreen; Dobbin, Gregory; Knott, Jessica; McCormack, Mark; Pomerantz, Jeffery; Seilhamer, Ryan; Weber, Nicole – EDUCAUSE, 2019
For 17 years, the New Media Consortium convened panels of experts from higher education and posed three key questions for them to discuss: (1) What is on the five-year horizon for higher education institutions?; (2) Which trends and technology developments will drive educational change?; and (3) What are the critical challenges and how can we…
Descriptors: Higher Education, Technology Integration, Educational Technology, Technology Uses in Education
James, Richard, Ed.; French, Sarah, Ed.; Kelly, Paula, Ed. – Melbourne Centre for the Study of Higher Education, 2017
The future of Australia's tertiary education sector is the subject of a new collection of essays by some of the country's leading education researchers. Produced by the Melbourne Centre for the Study of Higher Education at the University of Melbourne, "Visions for Australian Tertiary Education" presents a progressive and provocative…
Descriptors: Foreign Countries, Postsecondary Education, Educational Trends, Trend Analysis