Investigating prompts for supporting students' self-regulation–A remaining challenge for learning analytics approaches?

C Schumacher, D Ifenthaler - The Internet and higher education, 2021 - Elsevier
To perform successfully in higher education learners are considered to engage in self-
regulation. Prompts in digital learning environments aim at activating self-regulation …

A conversation between learning design and classroom observations: A systematic literature review

M Eradze, MJ Rodríguez-Triana, M Laanpere - Education Sciences, 2019 - mdpi.com
Learning Design, as a field of research, provides practitioners with guidelines towards more
effective teaching and learning. In parallel, observational methods (manual or automated) …

Semantically annotated lesson observation data in learning analytics datasets: a reference model

M Eradze, MJ Rodriguez Triana… - Interaction Design and …, 2017 - infoscience.epfl.ch
Learning analytics (LA) and lesson observations are two approaches frequently used to
study teaching and learning processes. In both cases, in order to extract meaningful data …

How to aggregate lesson observation data into learning analytics datasets?

M Eradze, MJ Rodriguez Triana… - Joint Proceedings of …, 2017 - infoscience.epfl.ch
The technological environment that supports the learning process tends to be the main data
source for Learning Analytics. However, this trend leaves out those parts of the learning …

Lesson observation data in learning analytics datasets: Observata

M Eradze, M Laanpere - Data Driven Approaches in Digital Education …, 2017 - Springer
Observational data can be used to illuminate different areas of teaching and learning
process and enrich Learning Analytics data. Majority of lesson observation tools provide …

Contextualising learning analytics with classroom observations: a case study

M Eradze, MJ Rodríguez-Triana, N Milikic… - … & ARCHITECTURE (S …, 2020 - iris.unimore.it
Educational processes take place in physical and digital places. To analyse educational
processes, Learning Analytics (LA) enable data collection from the digital learning context …

[PDF][PDF] Offline Artificial Intelligence for Education: a path to a more inclusive field

ELSX Freitas, II Bittencourt, S Isotani… - Revista Brasileira de …, 2023 - repositorio.usp.br
Abstract The field of Artificial Intelligence (AI) has the potential to improve teaching and
learning, for example, by analyzing data produced in educational environments …

Inteligência Artificial para Educação: Um Caminho para um Campo mais Inclusivo

ELSX Freitas, II Bittencourt, S Isotani… - … de Informática na …, 2023 - journals-sol.sbc.org.br
A área de Inteligência Artificial (IA) tem potencial para melhorar o ensino e a aprendizagem,
por exemplo, por meio da análise de dados produzidos em ambientes educacionais. Além …

Offline Artificial Intelligence for Education: a path to a more inclusive field.

EL Soares Xavier Freitas, S Isotani… - … de Informática na …, 2023 - search.ebscohost.com
Abstract The field of Artificial Intelligence (AI) has the potential to improve teaching and
learning, for example, by analyzing data produced in educational environments …

[PDF][PDF] Repurposing existing data towards institutional learning analytics: A review of outcome-mapping data of HEIs in India

D Sarkar, A Kurup - … of the 30th international conference on …, 2022 - icce2022.apsce.net
The paper addresses the possibility of repurposing existing data structures in Indian higher
education institutes (HEIs) for the deployment of institutional learning analytics (LA). To that …