[HTML][HTML] Human-centred learning analytics and AI in education: A systematic literature review

R Alfredo, V Echeverria, Y **, L Yan, Z Swiecki… - … and Education: Artificial …, 2024 - Elsevier
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 …

A checklist to guide the planning, designing, implementation, and evaluation of learning analytics dashboards

R Kaliisa, I Jivet, P Prinsloo - … Journal of Educational Technology in Higher …, 2023 - Springer
Higher education institutions are moving to design and implement teacher-facing learning
analytics (LA) dashboards with the hope that instructors can extract deep insights about …

[HTML][HTML] Explainable artificial intelligence in education

H Khosravi, SB Shum, G Chen, C Conati… - … and education: artificial …, 2022 - Elsevier
There are emerging concerns about the Fairness, Accountability, Transparency, and Ethics
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …

Human-centred learning analytics

S Buckingham Shum, R Ferguson… - Journal of Learning …, 2019 - oro.open.ac.uk
The design of effective learning analytics (LA) extends beyond sound technical and
pedagogical principles. If analytics are to be adopted and used successfully to support …

Participatory and co-design of learning analytics: An initial review of the literature

JP Sarmiento, AF Wise - LAK22: 12th international learning analytics …, 2022 - dl.acm.org
Participatory Design (PD), and Co-design (Co-D), can be effective ways to improve
technological innovation and to incorporate users' needs in the development of learning …

Human-centered design principles for actionable learning analytics

Y Dimitriadis, R Martínez-Maldonado… - … on E-learning and ICT in …, 2021 - Springer
Designing for effective and efficient pedagogical interventions and orchestration in complex
technology-enhanced learning (TEL) ecosystems is an increasingly challenging issue …

CADA: a teacher-facing learning analytics dashboard to foster teachers' awareness of students' participation and discourse patterns in online discussions

R Kaliisa, JA Dolonen - Technology, Knowledge and Learning, 2023 - Springer
Despite the potential of learning analytics (LA) to support teachers' everyday practice, its
adoption has not been fully embraced due to the limited involvement of teachers as co …

Empowering teachers with AI: Co-designing a learning analytics tool for personalized instruction in the science classroom

T Nazaretsky, C Bar, M Walter… - LAK22: 12th international …, 2022 - dl.acm.org
AI-powered educational technology that is designed to support teachers in providing
personalized instruction can enhance their ability to address the needs of individual …

Student roles and behaviors in higher education co-creation–a systematic literature review

N Zarandi, AM Soares, H Alves - International Journal of Educational …, 2022 - emerald.com
Purpose In today's global and highly competitive climate among universities, educational
developers and instructors have focused more on trying to make the student experience …

What do you mean by collaboration analytics? A conceptual model

R Martinez-Maldonado, D Gašević… - Journal of Learning …, 2021 - opus.lib.uts.edu.au
Using data to generate a deeper understanding of collaborative learning is not new, but
automatically analyzing log data has enabled new means of identifying key indicators of …