[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 …
Diario de aprendizaje y aprendizaje autorregulado en estudiantes universitarios: Revisión sistemática
GM Villacorta, JPP Garay - Revista Ecuatoriana de Psicología, 2023 - repsi.org
Los diarios de aprendizaje (DA) son una herramienta que ha demostrado fomentar el
aprendizaje autorregulado (AAR) de estudiantes en todos los niveles educativos. El objetivo …
aprendizaje autorregulado (AAR) de estudiantes en todos los niveles educativos. El objetivo …
Understanding learner behavior through learning design informed learning analytics
A goal of learning analytics is to inform and improve learning design. Previous studies have
attempted to interpret learners' clickstream data based on learning science theories. Many of …
attempted to interpret learners' clickstream data based on learning science theories. Many of …
Engineering students' justifications for their selections in structured learning diaries
Introduction New digital tools such as structured learning diaries (SLD) can serve as both a
measurement and intervention tool, at scale. However, we do not yet know how students use …
measurement and intervention tool, at scale. However, we do not yet know how students use …
Does using structured learning diaries affect self-regulation or study engagement? An experimental study in engineering education
Previous research suggests that structured learning diaries can increase students' self-
regulation skills. However, learning diaries also imply great effort for students, and more …
regulation skills. However, learning diaries also imply great effort for students, and more …
Dimensions of privacy and its implications for learning analytics. Preliminary insights from/for African higher education
P Prinsloo, R Kaliisa - Learning, Media and Technology, 2024 - Taylor & Francis
This paper delves into dimensions of privacy within the African context, especially in relation
to Learning Analytics (LA) in higher education. It highlights how prevailing notions of privacy …
to Learning Analytics (LA) in higher education. It highlights how prevailing notions of privacy …
Structured learning diary and epistemic beliefs predict academic achievement in higher education
V Kivimäki - Frontiers in Education, 2023 - frontiersin.org
Introduction Epistemic cognition, which explores how knowledge is acquired, applied, and
critically evaluated, is closely linked to learning. However, despite numerous studies from …
critically evaluated, is closely linked to learning. However, despite numerous studies from …
Enriching didactic similarity measures of concept maps by a deep learning based approach
Concept maps are significant tools able to support several tasks in the educational area
such as curriculum design, knowledge organization and modeling, students' assessment …
such as curriculum design, knowledge organization and modeling, students' assessment …
Improvement of teaching and learning experience by online course diary tool: Qualitative exploration of teachers' perspective
Due to the rapid shift to online learning, it has become increasingly difficult for teachers to
monitor students' learning experiences. This paper analyzes teachers' experiences with an …
monitor students' learning experiences. This paper analyzes teachers' experiences with an …
Generating and evaluating collective concept maps
R Brennan, D Perouli - LAK22: 12th International Learning Analytics and …, 2022 - dl.acm.org
Concept maps are used in education to illustrate ideas and relationships among them.
Instructors employ such maps to evaluate a student's knowledge on a subject. Collective …
Instructors employ such maps to evaluate a student's knowledge on a subject. Collective …