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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 …
A checklist to guide the planning, designing, implementation, and evaluation of learning analytics dashboards
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 …
analytics (LA) dashboards with the hope that instructors can extract deep insights about …
[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) …
Human-centred learning analytics
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 …
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
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 …
technological innovation and to incorporate users' needs in the development of learning …
Human-centered design principles for actionable learning analytics
Designing for effective and efficient pedagogical interventions and orchestration in complex
technology-enhanced learning (TEL) ecosystems is an increasingly challenging issue …
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
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 …
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
AI-powered educational technology that is designed to support teachers in providing
personalized instruction can enhance their ability to address the needs of individual …
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
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 …
developers and instructors have focused more on trying to make the student experience …
What do you mean by collaboration analytics? A conceptual model
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 …
automatically analyzing log data has enabled new means of identifying key indicators of …