EXAIT: Educational eXplainable artificial intelligent tools for personalized learning
As artificial intelligence systems increasingly make high-stakes recommendations and
decisions automatically in many facets of our lives, the use of explainable artificial …
decisions automatically in many facets of our lives, the use of explainable artificial …
Learning and evidence analytics framework (LEAF): Research and practice in international collaboration
Learning analytics (LA) is maturing as a research discipline in its own terms, focusing on
multiple perspectives of data-informed understanding and supporting teaching and learning …
multiple perspectives of data-informed understanding and supporting teaching and learning …
Co-designing Data-Driven Educational Technology and Practice: Reflections from the Japanese Context
H Ogata, C Liang, Y Toyokawa, CY Hsu… - Technology, Knowledge …, 2024 - Springer
This paper explores co-design in Japanese education for deploying data-driven educational
technology and practice. Although there is a growing emphasis on data to inform …
technology and practice. Although there is a growing emphasis on data to inform …
Learning in the digital age: power of shared learning logs to support sustainable educational practices
During the COVID-19 pandemic there was a rapid shift to emergency remote teaching
practices and online tools for education have already gained further attention. While …
practices and online tools for education have already gained further attention. While …
Unsupervised techniques for generating a standard sample self-explanation answer with knowledge components in a math quiz
Self-explanation is a widely recognized and effective pedagogical method. Previous
research has indicated that self-explanation can be used to evaluate students' …
research has indicated that self-explanation can be used to evaluate students' …
Explainable eBook recommendation for extensive reading in K-12 EFL learning
An automatic recommendation system for learning materials in e-learning addresses the
challenge of selecting appropriate materials amid information overload and varying self …
challenge of selecting appropriate materials amid information overload and varying self …
The Review of Studies on Explainable Artificial Intelligence in Educational Research
G Türkmen - Journal of Educational Computing Research, 2024 - journals.sagepub.com
Explainable Artificial Intelligence (XAI) refers to systems that make AI models more
transparent, hel** users understand how outputs are generated. XAI algorithms are …
transparent, hel** users understand how outputs are generated. XAI algorithms are …
Explainable English Material Recommendation Using an Information Retrieval Technique for EFL Learning
Learning material recommendation has been a common field in the recommendation in e-
learning due to the difficulty the learners experience in choosing appropriate learning …
learning due to the difficulty the learners experience in choosing appropriate learning …
An Automated Impasse Detection System Based on the Analysis of Self-Explanations in Mathematics
In online mathematics education, self-explanation is increasingly recognized as a key tool
for improving learning outcomes. Identifying learning impasses, which present significant …
for improving learning outcomes. Identifying learning impasses, which present significant …