[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 …
Generative artificial intelligence in learning analytics: Contextualising opportunities and challenges through the learning analytics cycle
Generative artificial intelligence (GenAI), exemplified by ChatGPT, Midjourney, and other
state-of-the-art large language models and diffusion models, holds significant potential for …
state-of-the-art large language models and diffusion models, holds significant potential for …
How does automation shape the process of narrative visualization: A survey of tools
In recent years, narrative visualization has gained much attention. Researchers have
proposed different design spaces for various narrative visualization genres and scenarios to …
proposed different design spaces for various narrative visualization genres and scenarios to …
Lessons learnt from a multimodal learning analytics deployment in-the-wild
R Martinez-Maldonado, V Echeverria… - ACM Transactions on …, 2023 - dl.acm.org
Multimodal Learning Analytics (MMLA) innovations make use of rapidly evolving sensing
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
and artificial intelligence algorithms to collect rich data about learning activities that unfold in …
Delving into instructor‐led feedback interventions informed by learning analytics in massive open online courses
Background Providing feedback in massive open online courses (MOOCs) is challenging
due to the massiveness and heterogeneity of learners' population. Learning analytics (LA) …
due to the massiveness and heterogeneity of learners' population. Learning analytics (LA) …
How do teachers use dashboards enhanced with data storytelling elements according to their data visualisation literacy skills?
There is a proliferation of learning analytics (LA) dashboards aimed at supporting teachers.
Yet, teachers still find it challenging to make sense of LA dashboards, thereby making …
Yet, teachers still find it challenging to make sense of LA dashboards, thereby making …
Developing a multimodal classroom engagement analysis dashboard for higher-education
A Sabuncuoglu, TM Sezgin - Proceedings of the ACM on Human …, 2023 - dl.acm.org
Developing learning analytics dashboards (LADs) is a growing research interest as online
learning tools have become more accessible in K-12 and higher education settings. This …
learning tools have become more accessible in K-12 and higher education settings. This …
[HTML][HTML] Co-producing AIED ethics under lockdown: An empirical study of deliberative democracy in action
It is widely documented that higher education institutional responses to the COVID-19
pandemic accelerated not only the adoption of educational technologies, but also …
pandemic accelerated not only the adoption of educational technologies, but also …
[HTML][HTML] Learning analytics in the era of large language models
Learning analytics (LA) has the potential to significantly improve teaching and learning, but
there are still many areas for improvement in LA research and practice. The literature …
there are still many areas for improvement in LA research and practice. The literature …
Single or multi-page learning analytics dashboards? Relationships between teachers' cognitive load and visualisation literacy
There has been a proliferation of learning analytics (LA) interfaces designed to support
teachers, such as LA dashboards. However, although teacher dashboards have been …
teachers, such as LA dashboards. However, although teacher dashboards have been …