Understanding privacy and data protection issues in learning analytics using a systematic review

Q Liu, M Khalil - British Journal of Educational Technology, 2023 - Wiley Online Library
The field of learning analytics has advanced from infancy stages into a more practical
domain, where tangible solutions are being implemented. Nevertheless, the field has …

[HTML][HTML] Generative AI and re-weaving a pedagogical horizon of social possibility

R Hall - International Journal of Educational Technology in …, 2024 - Springer
This article situates the potential for intellectual work to be renewed through an enriched
engagement with the relationship between indigenous protocols and artificial intelligence …

Implementing equitable and intersectionality‐aware ML in education: A practical guide

M Mangal, ZA Pardos - British Journal of Educational …, 2024 - Wiley Online Library
The greater the proliferation of AI in educational contexts, the more important it becomes to
ensure that AI adheres to the equity and inclusion values of an educational system or …

An Investigation of US Universities' Implementation of FERPA Student Directory Policies and Student Privacy Preferences

S Radway, K Quintanilla, C Ludden… - Proceedings of the CHI …, 2024 - dl.acm.org
The Family Education Rights and Privacy Act (FERPA) is intended to protect student privacy,
but has not adapted well to current technology. We consider a special class of student data …

Investigating Algorithmic Bias on Bayesian Knowledge Tracing and Carelessness Detectors

AF Zambrano, J Zhang, RS Baker - … of the 14th Learning Analytics and …, 2024 - dl.acm.org
In today's data-driven educational technologies, algorithms have a pivotal impact on student
experiences and outcomes. Therefore, it is critical to take steps to minimize biases, to avoid …

FATE in MMLA: A Student-Centred Exploration of Fairness, Accountability, Transparency, and Ethics in Multimodal Learning Analytics

Y Jin, V Echeverria, L Yan, L Zhao, R Alfredo… - arXiv preprint arXiv …, 2024 - arxiv.org
Multimodal Learning Analytics (MMLA) integrates novel sensing technologies and artificial
intelligence algorithms, providing opportunities to enhance student reflection during …

Investigating the Potential and Challenges of Learning Analytics Tools in Brazilian Education Through Developer Insights

JBF De Menezes, EM Queiroga, RM Soto… - IEEE …, 2024 - ieeexplore.ieee.org
Learning analytics (LA) tools hold promise for transforming educational practices, providing
insights into student performance, and aiding instructional planning. Despite the growing …

Impact of Anti-Corruption Learning on Perceptions of Anomie among Undergraduate Students.

A Akhayeva, BA Turgunbayeva - Journal of Education and e-Learning …, 2023 - ERIC
This study aims to explore the impact of an anti-corruption education course on the
perception of anomie among 358 undergraduate students from two public universities. The …

Equity and Fairness Challenges in Online Learning in the Age of ChatGPT

H Jamil - Proceedings of the 39th ACM/SIGAPP Symposium on …, 2024 - dl.acm.org
Recent research suggest that equity remained a neglected consideration in most learning
analytics and continues to be an esoteric concept. Online learning poses many additional …

Empowering Learning Analytics with Business Intelligence

N El-Khalili, MA Arqoub, MA Hasan… - … on Cyber Resilience …, 2024 - ieeexplore.ieee.org
Business Intelligence (BI) tools can provide benefits to various stakeholders in Higher
Education Institutions (HEI) and support the academic process. We use BI tools to visualize …