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[HTML][HTML] Human-centred learning analytics and AI in education: A systematic literature review
The rapid expansion of Learning Analytics (LA) and Artificial Intelligence in Education
(AIED) offers new scalable, data-intensive systems but raises concerns about data privacy …
(AIED) offers new scalable, data-intensive systems but raises concerns about data privacy …
Complexity leadership in learning analytics: Drivers, challenges and opportunities
Learning analytics (LA) has demonstrated great potential in improving teaching quality,
learning experience and administrative efficiency. However, the adoption of LA in higher …
learning experience and administrative efficiency. However, the adoption of LA in higher …
[HTML][HTML] Explainable artificial intelligence in education
There are emerging concerns about the Fairness, Accountability, Transparency, and Ethics
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …
Investigating students' use of self‐assessments in higher education using learning analytics
D Ifenthaler, C Schumacher… - Journal of Computer …, 2023 - Wiley Online Library
Background Formative assessments are vital for supporting learning and performance but
are also considered to increase the workload of teachers. As self‐assessments in higher …
are also considered to increase the workload of teachers. As self‐assessments in higher …
Learning analytics in European higher education—Trends and barriers
YS Tsai, D Rates, PM Moreno-Marcos… - Computers & …, 2020 - Elsevier
Learning analytics (LA) as a research field has grown rapidly over the last decade. However,
adoption of LA is mostly found to be small in scale and isolated at the instructor level. This …
adoption of LA is mostly found to be small in scale and isolated at the instructor level. This …
Teaching with analytics: Towards a situated model of instructional decision-making
The process of using analytic data to inform instructional decision-making is acknowledged
to be complex; however, details of how it occurs in authentic teaching contexts have not …
to be complex; however, details of how it occurs in authentic teaching contexts have not …
[PDF][PDF] AcaWriter: A learning analytics tool for formative feedback on academic writing
Written communication is an important skill across academia, the workplace, and civic
participation. Effective writing incorporates instantiations of particular text structures …
participation. Effective writing incorporates instantiations of particular text structures …
[HTML][HTML] An investigation of barriers to Hong Kong K-12 schools incorporating Artificial Intelligence in education
T Wang, ECK Cheng - Computers and Education: Artificial Intelligence, 2021 - Elsevier
Abstract Artificial Intelligence in Education (AIED) has been the focus of significant attention
in recent years because of its growing social importance and pedagogical value. In Hong …
in recent years because of its growing social importance and pedagogical value. In Hong …
Lessons learnt from a multimodal learning analytics deployment in-the-wild
R Martinez-Maldonado, V Echeverria… - ACM Transactions on …, 2023 - dl.acm.org
Multimodal Learning Analytics (MMLA) innovations make use of rapidly evolving sensing
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
[PDF][PDF] Learning analytics and AI: Politics, pedagogy and practices
It is arguably human nature—and most certainly bureaucratic nature—to want to quantify our
successes and failures. The ability to calculate a numerical value to represent the progress …
successes and failures. The ability to calculate a numerical value to represent the progress …