Survey on explainable AI: From approaches, limitations and applications aspects

W Yang, Y Wei, H Wei, Y Chen, G Huang, X Li… - Human-Centric …, 2023 - Springer
In recent years, artificial intelligence (AI) technology has been used in most if not all domains
and has greatly benefited our lives. While AI can accurately extract critical features and …

A comparative analysis of the skilled use of automated feedback tools through the lens of teacher feedback literacy

S Buckingham Shum, LA Lim, D Boud… - International Journal of …, 2023 - Springer
Effective learning depends on effective feedback, which in turn requires a set of skills,
dispositions and practices on the part of both students and teachers which have been …

[HTML][HTML] Explainable artificial intelligence in education

H Khosravi, SB Shum, G Chen, C Conati… - … and education: artificial …, 2022 - Elsevier
There are emerging concerns about the Fairness, Accountability, Transparency, and Ethics
(FATE) of educational interventions supported by the use of Artificial Intelligence (AI) …

Data storytelling in data visualisation: Does it enhance the efficiency and effectiveness of information retrieval and insights comprehension?

H Shao, R Martinez-Maldonado, V Echeverria… - Proceedings of the …, 2024 - dl.acm.org
Data storytelling (DS) is rapidly gaining attention as an approach that integrates data,
visuals, and narratives to create data stories that can help a particular audience to …

Data storytelling editor: A teacher-centred tool for customising learning analytics dashboard narratives

GM Fernandez-Nieto, R Martinez-Maldonado… - Proceedings of the 14th …, 2024 - dl.acm.org
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 …

Co-producing AIED ethics under lockdown: An empirical study of deliberative democracy in action

T Swist, S Buckingham Shum, KN Gulson - International Journal of …, 2024 - Springer
It is widely documented that higher education institutional responses to the COVID-19
pandemic accelerated not only the adoption of educational technologies, but also …

HuCETA: A framework for human-centered embodied teamwork analytics

V Echeverria, R Martinez-Maldonado… - IEEE Pervasive …, 2022 - ieeexplore.ieee.org
Collocated teamwork remains a pervasive practice across all professional sectors. Even
though live observations and video analysis have been utilized for understanding embodied …

Data storytelling in learning analytics? A qualitative investigation into educators' perceptions of benefits and risks

ME Milesi, R Martinez-Maldonado - … of the 14th Learning Analytics and …, 2024 - dl.acm.org
Emerging research has begun to explore the incorporation of data storytelling (DS) elements
to enhance the design of learning analytics (LA) dashboards. This involves using visual …

" That Student Should be a Lion Tamer!" StressViz: Designing a Stress Analytics Dashboard for Teachers

RD Alfredo, L Nie, P Kennedy, T Power… - … Learning Analytics and …, 2023 - dl.acm.org
In recent years, there has been a growing interest in creating multimodal learning analytics
(LA) systems that automatically analyse students' states that are hard to see with the" naked …

Telling stories with data--A systematic review

K Schröder, W Eberhardt, P Belavadi… - arxiv preprint arxiv …, 2023 - arxiv.org
The exponential growth of data has outpaced human ability to process information,
necessitating innovative approaches for effective human-data interaction. To transform raw …