[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 …
Designing human-centered learning analytics and artificial intelligence in education solutions: a systematic literature review
P Topali, A Ortega-Arranz… - Behaviour & …, 2024 - Taylor & Francis
The recent advances in educational technology enabled the development of solutions that
collect and analyse data from learning scenarios to inform the decision-making processes …
collect and analyse data from learning scenarios to inform the decision-making processes …
Using Learning Analytics to Support Self-Regulated Learning in Primary Education–A Learning Design Perspective
T Paavilainen, S López-Pernas, S Väisänen… - Technology, Knowledge …, 2024 - Springer
In digitalized learning processes, learning analytics (LA) can help teachers make
pedagogically sound decisions and support pupils' self-regulated learning (SRL). However …
pedagogically sound decisions and support pupils' self-regulated learning (SRL). However …
[HTML][HTML] TEADASH: Implementing and Evaluating a Teacher-Facing Dashboard Using Design Science Research
The benefits of teacher-facing dashboards are incontestable, yet their evidence is finite in
terms of long-term use, meaningful usability, and maturity level. Thus, this paper uses design …
terms of long-term use, meaningful usability, and maturity level. Thus, this paper uses design …
Where Is the Teacher in Data Analytics in Education? Evaluating the Maturity of Analytics Solutions and Frameworks Supporting Teachers
N Nguyen, T Karunaratne - International Journal of Emerging …, 2024 - learntechlib.org
COVID-19 has changed the mindset of many teachers from traditional education to online
education. The increased use of learning management systems is leveraging opportunities …
education. The increased use of learning management systems is leveraging opportunities …
CDM4MMLA: Contextualized data model for multimodal learning analytics
Abstract When MultiModal Learning Analytics (MMLA) are applied in authentic educational
scenarios, multiple stakeholders (such as teachers, researchers and developers) often …
scenarios, multiple stakeholders (such as teachers, researchers and developers) often …
Computing Education Research in Baltic Countries
The three Baltic countries have a long history of teaching computing at all levels, from
preschool to doctoral studies. Although computing education in Estonia, Latvia and …
preschool to doctoral studies. Although computing education in Estonia, Latvia and …
Use of multimodal learning analytics and biometric data as a contribution to the development of pedagogical activities in entrepreneurship area
JA Ruiz-Ramirez, D Ponce-Naranjo… - International conference …, 2023 - Springer
The data captured by multimodal technologies is frequently used for assessing cognitive
performance in various tasks. This suggests the potential of using these cues as indicators of …
performance in various tasks. This suggests the potential of using these cues as indicators of …
Semi-automated Student Feedback and Theory-Driven Video-Analytics: An Exploratory Study on Educational Value of Videos
Learning Analytics (LA) is a relatively novel method for automated data collection and
analysis with promising opportunities to improve teaching and learning processes, widely …
analysis with promising opportunities to improve teaching and learning processes, widely …
Sasi Deepu
SK Shankar - Investigación e innovación educativa en contextos …, 2023 - books.google.com
Integrating Information and Communications Technology (ICT) into education has long been
suggested to harness its numerous benefits. A wide range of opportunities arises by …
suggested to harness its numerous benefits. A wide range of opportunities arises by …