A Systematic Review of Question Classification Techniques Based on Bloom's Taxonomy

A Rawat, S Kumar, SS Samant - 2023 14th International …, 2023 - ieeexplore.ieee.org
Learning knowledge is simply one aspect of education but thinking skills are also taught.
Bloom's taxonomy is mostly used for question formulation and evaluation of examination …

[HTML][HTML] MTBERT-Attention: An Explainable BERT Model based on Multi-Task Learning for Cognitive Text Classification

H Sebbaq - Scientific African, 2023 - Elsevier
In recent years, there has been a lot of focus on Bloom's taxonomy-based classification of E-
Learning materials. Researchers employ different methods and features. In our previous …

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 …

Revolutionising Educational Assessment: Automated Question Classification Using Bloom's Taxonomy and Deep Learning Techniques--A Case Study on …

K Banujan, S Kumara, S Prasanth, N Ravikumar - International Journal of …, 2023 - ERIC
Examinations are one way of evaluating students. To ensure the production of valid exams,
frameworks such as Bloom's taxonomy are utilised when preparing questions. Bloom's …

Study of an Automatic Marking Algorithm for Subjective Questions in College English Exams Based on Deep Learning

M Qin - Automatic Control and Computer Sciences, 2023 - Springer
Computer-assisted marking can reduce the work pressure on teachers. This paper briefly
introduced the automatic English subjective question marking algorithm combined with the …

Comparative Analysis of Deep Learning and Machine Learning Techniques for Question Classification in Bloom's Taxonomy

LS Darfiansa, F Azzuri, FA Bachtiar… - 2023 1st International …, 2023 - ieeexplore.ieee.org
In the current digital era, automation of question classification based on cognitive level has
become important, especially with the increasing adoption of digital learning methods. This …