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[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
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 …
[HTML][HTML] Large language models meet user interfaces: The case of provisioning feedback
Abstract Incorporating Generative Artificial Intelligence (GenAI), especially Large Language
Models (LLMs), into educational settings presents valuable opportunities to boost the …
Models (LLMs), into educational settings presents valuable opportunities to boost the …
Designing human-centered learning analytics and artificial intelligence in education solutions: a systematic literature review
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 …
Data storytelling editor: A teacher-centred tool for customising learning analytics dashboard narratives
Dashboards are increasingly used in education to provide teachers and students with
insights into learning. Yet, existing dashboards are often criticised for their failure to provide …
insights into learning. Yet, existing dashboards are often criticised for their failure to provide …
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 …
Conversense: An automated approach to assess patient-provider interactions using social signals
Patient-provider communication influences patient health outcomes, and analyzing such
communication could help providers identify opportunities for improvement, leading to better …
communication could help providers identify opportunities for improvement, leading to better …