Harnessing llms in curricular design: Using gpt-4 to support authoring of learning objectives

P Sridhar, A Doyle, A Agarwal, C Bogart… - arxiv preprint arxiv …, 2023 - arxiv.org
We evaluated the capability of a generative pre-trained transformer (GPT-4) to automatically
generate high-quality learning objectives (LOs) in the context of a practically oriented …

Bloom's Taxonomy-based exam question classification: The outcome of CNN and optimal pre-trained word embedding technique

MO Gani, RK Ayyasamy, A Sangodiah… - Education and Information …, 2023 - Springer
The automated classification of examination questions based on Bloom's Taxonomy (BT)
aims to assist the question setters so that high-quality question papers are produced. Most …

A comparative study of AI-generated (GPT-4) and human-crafted MCQs in programming education

J Doughty, Z Wan, A Bompelli, J Qayum… - Proceedings of the 26th …, 2024 - dl.acm.org
There is a constant need for educators to develop and maintain effective up-to-date
assessments. While there is a growing body of research in computing education on utilizing …

Target hierarchy-guided knowledge tracing: Fine-grained knowledge state modeling

X Sun, K Zhang, S Shen, F Wang, Y Guo… - Expert Systems with …, 2024 - Elsevier
Abstract Knowledge Tracing (KT) focuses on modeling the exercise process of students,
assessing their knowledge state changes during the exercise process, and further providing …

Towards automated analysis of rhetorical categories in students essay writings using Bloom's taxonomy

S Iqbal, M Rakovic, G Chen, T Li… - … Learning Analytics and …, 2023 - dl.acm.org
Essay writing has become one of the most common learning tasks assigned to students
enrolled in various courses at different educational levels, owing to the growing demand for …

[HTML][HTML] Enhancing Feedback Quality at Scale: Leveraging Machine Learning for Learner-Centered Feedback

AA Aldino, YS Tsai, RF Mello, D Gašević… - Computers and Education …, 2024 - Elsevier
In higher education, delivering effective feedback is pivotal for enhancing student learning
but remains challenging due to the scale and diversity of student populations. Learner …

Towards automated transcribing and coding of embodied teamwork communication through multimodal learning analytics

L Zhao, D Gašević, Z Swiecki, Y Li, J Lin… - British Journal of …, 2024 - Wiley Online Library
Effective collaboration and teamwork skills are critical in high‐risk sectors, as deficiencies in
these areas can result in injuries and risk of death. To foster the growth of these vital skills …

Curriculum analytics: Exploring assessment objectives, types, and grades in a study program

J Jovanović, A Zamecnik, A Barthakur… - Education and Information …, 2024 - Springer
Higher education institutions are increasingly seeking ways to leverage the available
educational data to make program and course quality improvements. The development of …

[HTML][HTML] Are deeper reflectors better goal-setters? AI-empowered analytics of reflective writing in pharmaceutical education

Y Li, M Raković, W Dai, J Lin, H Khosravi… - … and Education: Artificial …, 2023 - Elsevier
Reflection and goal-setting are interrelated processes in well-established educational
theories to promote in-depth self-reflection and self-regulated learning. Prior studies have …

Towards a machine learning-based constructive alignment approach for improving outcomes composure of engineering curriculum

WT Chor, KM Goh, LL Lim, KY Lum… - Education and Information …, 2024 - Springer
The programme outcomes are broad statements of knowledge, skills, and competencies that
the students should be able to demonstrate upon graduation from a programme, while the …