Learning analytics: state of the art
M Hernández-de-Menéndez… - International Journal on …, 2022 - Springer
Learning Analytics is a field that measures, analyses, and reports data about students and
their contexts to understand/improve learning and the place in which it occurs. Educational …
their contexts to understand/improve learning and the place in which it occurs. Educational …
Complexity leadership in learning analytics: Drivers, challenges and opportunities
Learning analytics (LA) has demonstrated great potential in improving teaching quality,
learning experience and administrative efficiency. However, the adoption of LA in higher …
learning experience and administrative efficiency. However, the adoption of LA in higher …
The role of open innovation and value co-creation in the challenging transition from industry 4.0 to society 5.0: Toward a theoretical framework
Advanced manufacturing solutions, augmented reality, and cloud and big data are
technologies pertaining to Industry 4.0. These technologies improve working conditions …
technologies pertaining to Industry 4.0. These technologies improve working conditions …
[HTML][HTML] From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education
Unequal stakeholder engagement is a common pitfall of adoption approaches of learning
analytics in higher education leading to lower buy-in and flawed tools that fail to meet the …
analytics in higher education leading to lower buy-in and flawed tools that fail to meet the …
Co-designing a real-time classroom orchestration tool to support teacher-AI complementarity.
Involving stakeholders throughout the creation of new educational technologies can help
ensure their usefulness and usability in real-world contexts. However, given the complexity …
ensure their usefulness and usability in real-world contexts. However, given the complexity …
[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) …
Learning analytics in European higher education—Trends and barriers
YS Tsai, D Rates, PM Moreno-Marcos… - Computers & …, 2020 - Elsevier
Learning analytics (LA) as a research field has grown rapidly over the last decade. However,
adoption of LA is mostly found to be small in scale and isolated at the instructor level. This …
adoption of LA is mostly found to be small in scale and isolated at the instructor level. This …
Empowering learners with personalised learning approaches? Agency, equity and transparency in the context of learning analytics
The emergence of personalised data technologies such as learning analytics is framed as a
solution to manage the needs of higher education student populations that are growing ever …
solution to manage the needs of higher education student populations that are growing ever …
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 …
technological innovation and to incorporate users' needs in the development of learning …
Towards teaching analytics: a contextual model for analysis of students' evaluation of teaching through text mining and machine learning classification
K Okoye, A Arrona-Palacios… - Education and …, 2022 - Springer
Recent trends in educational technology have led to emergence of methods such as
teaching analytics (TA) in understanding and management of the teaching–learning …
teaching analytics (TA) in understanding and management of the teaching–learning …