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Interpretability research of deep learning: A literature survey
B Xua, G Yang - Information Fusion, 2024 - Elsevier
Deep learning (DL) has been widely used in various fields. However, its black-box nature
limits people's understanding and trust in its decision-making process. Therefore, it becomes …
limits people's understanding and trust in its decision-making process. Therefore, it becomes …
Machine learning in oil and gas exploration: a review
A comprehensive assessment of machine learning applications is conducted to identify the
develo** trends for Artificial Intelligence (AI) applications in the oil and gas sector …
develo** trends for Artificial Intelligence (AI) applications in the oil and gas sector …
Beyond predictive learning analytics modelling and onto explainable artificial intelligence with prescriptive analytics and ChatGPT
T Susnjak - International Journal of Artificial Intelligence in …, 2024 - Springer
A significant body of recent research in the field of Learning Analytics has focused on
leveraging machine learning approaches for predicting at-risk students in order to initiate …
leveraging machine learning approaches for predicting at-risk students in order to initiate …
The dilemma and countermeasures of educational data ethics in the age of intelligence
X Guan, X Feng, AYM Islam - Humanities and Social Sciences …, 2023 - nature.com
With the advent of the era of intelligent education, artificial intelligence and other
technologies are being integrated into education, so that more educational data can be …
technologies are being integrated into education, so that more educational data can be …
Explainable Learning Analytics: Assessing the stability of student success prediction models by means of explainable AI
Beyond managing student dropout, higher education stakeholders need decision support to
consistently influence the student learning process to keep students motivated, engaged …
consistently influence the student learning process to keep students motivated, engaged …
Use of predictive analytics within learning analytics dashboards: A review of case studies
Learning analytics dashboards (LADs) provide educators and students with a
comprehensive snapshot of the learning domain. Visualizations showcasing student …
comprehensive snapshot of the learning domain. Visualizations showcasing student …
Using artificial intelligence (AI) to implement diversity, equity and inclusion (DEI) into marketing materials: The 'CONSIDER'framework
Diversity, equity and inclusion (DEI) in marketing–defined as the composition of an
organisation's marketing reflects diverse, equitable representation of its consumer base …
organisation's marketing reflects diverse, equitable representation of its consumer base …
Applications of explainable ai (xai) in education
As one of the emerging methods for increasing trust in Artificial Intelligence (AI) systems,
explainable AI promotes the use of methods that produce transparent explanations and …
explainable AI promotes the use of methods that produce transparent explanations and …
Effectiveness of a learning analytics dashboard for increasing student engagement levels
G Ramaswami, T Susnjak… - Journal of Learning …, 2023 - learning-analytics.info
Abstract Learning Analytics Dashboards (LADs) are gaining popularity as a platform for
providing students with insights into their learning behaviour patterns in online …
providing students with insights into their learning behaviour patterns in online …
Assessing perceived trust and satisfaction with multiple explanation techniques in XAI-enhanced learning analytics
This study aimed to observe the impact of eight explainable AI (XAI) explanation techniques
on user trust and satisfaction in the context of XAI-enhanced learning analytics while …
on user trust and satisfaction in the context of XAI-enhanced learning analytics while …