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 …

Bloom's learning outcomes' automatic classification using lstm and pretrained word embeddings

S Shaikh, SM Daudpotta, AS Imran - IEEE Access, 2021 - ieeexplore.ieee.org
Bloom's taxonomy is a popular model to classify educational learning objectives into
different learning levels for three domains including cognitive, affective and psycho motor …

Automatic classification of learning objectives based on bloom's taxonomy

Y Li, M Rakovic, BX Poh, D Gaševic… - … Data Mining 2022, 2022 - research.monash.edu
Learning objectives, especially those well defined by applying Bloom's taxonomy for
Cognitive Objectives, have been widely recognized as important in various teaching and …

A Comprehensive Review of Bloom's Taxonomy Integration to Enhancing Novice EFL Educators' Pedagogical Impact

S Nurmatova, M Altun - Arab World English Journals, 2023 - papers.ssrn.com
Bloom's Taxonomy is a logically sequenced structure depicting the cognitive skills required
for students to grasp knowledge comprehensively and meaningfully. The integration of …

Türkçe ders kitaplarında yer alan metin altı soruların yenilenmiş bloom taksonomisi'ne göre incelenmesi

E Sur - İnsan ve Toplum Bilimleri Araştırmaları Dergisi, 2022 - dergipark.org.tr
Türkçe dersleri, ders kitaplarındaki metinlerden ve etkinliklerden hareketle işlenmektedir.
Nitelikli metinler ve bu metinlerden hazırlanmış etkinlikler dersin kazanımlarına …

Transfer learning for Bloom's taxonomy-based question classification

M Chindukuri, S Sivanesan - Neural Computing and Applications, 2024 - Springer
Bloom's taxonomy (BT) is commonly employed to categorize assessment questions posed to
students based on different degrees of complexity. The existing datasets based on BT are …

Multimodal deep learning for classifying student-generated questions in computer-supported collaborative learning

HK Kim, A Roknaldin, S Nayak, A Chavan… - Proceedings of the …, 2024 - dl.acm.org
The quality of student-generated questions in computer-supported collaborative learning
(CSCL) plays a pivotal role in determining the overall effectiveness of CSCL experiences …

A Review on NLP Techniques and Associated Challenges in Extracting Features from Education Data

E Lukwaro, K Kalegele, D Nyambo - 2024 - 41.59.85.213
There has been a significant increase in academic processes to ensure the quality of
educational resources such as curricula, examinations, and educational content. This has …

Exploration of designing an automatic classifier for questions containing code snippets—A case study of Oracle SQL certification exam questions

HY Chen, PC Shih, Y Wang - PloS one, 2025 - journals.plos.org
This study uses the Oracle SQL certification exam questions to explore the design of
automatic classifiers for exam questions containing code snippets. SQL's question …

[HTML][HTML] An Intelligent Model for Parametric Cognitive Assessment of E-Learning-Based Students

MS Javed, M Aslam, SK Khurshid - Information, 2025 - mdpi.com
In an e-learning environment, question levels are based on Bloom's Taxonomy (BT), which
normally classifies a course's learning objectives into diverse levels. As per the previous …