Question classification based on Bloom's taxonomy cognitive domain using modified TF-IDF and word2vec

M Mohammed, N Omar - PloS one, 2020 - journals.plos.org
The assessment of examination questions is crucial in educational institutes since
examination is one of the most common methods to evaluate students' achievement in …

Automatic question classifiers: A systematic review

VA Silva, II Bittencourt… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Question classification is a key point in many applications, such as Question Answering (QA,
eg, Yahoo! Answers), Information Retrieval (IR, eg, Google search engine), and E-learning …

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 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 …

Fine-tuned BERT model for large scale and cognitive classification of MOOCs

H Sebbaq, N El Faddouli - International Review of Research in Open and …, 2022 - erudit.org
The quality assurance of MOOCs focuses on improving their pedagogical quality. However,
the tools that allow reflection on and assistance regarding the pedagogical aspects of …

[PDF][PDF] Question classification based on bloom's taxonomy using enhanced tf-idf

M Mohammed, N Omar - Int J Adv Sci Eng Inf Technol, 2018 - academia.edu
Bloom's Taxonomy has been used widely in the educational environment to measure,
evaluate and write high-quality exams. Therefore, many researchers have worked on the …

ETFPOS-IDF: A novel term weighting scheme for examination question classification based on Bloom's taxonomy

MO Gani, RK Ayyasamy, SM Alhashmi… - IEEE …, 2022 - ieeexplore.ieee.org
Numerous earlier studies focused on the term weighting scheme to increase examination
question classification accuracy based on Bloom's Taxonomy (BT). While determining the …

Identifying optimal baseline variant of unsupervised term weighting in question classification based on bloom taxonomy

A Sangodiah, TJ San, YT Fui, LE Heng, RK Ayyasamy… - Mendel, 2022 - mendel-journal.org
Examination is one of the common ways to evaluate the students' cognitive levels in higher
education institutions. Exam questions are labeled manually by educators in accordance …

A comparative study on part-of-speech taggers' performance on examination questions classification according to bloom's taxonomy

TT Goh, NAA Jamaludin, H Mohamed… - Journal of physics …, 2022 - iopscience.iop.org
Examination questions classification according to Bloom's Taxonomy uses Natural
Language Processing (NLP) approach, a series of text processing approach that generally …

Automatic Classroom Question Classification Based on Bloom's Taxonomy

J Huang, Z Zhang, J Qiu, L Peng, D Liu, P Han… - Proceedings of the 13th …, 2021 - dl.acm.org
Asking questions is usually used by teachers to guide students to think and to interact with
students. Bloom's Taxonomy has been used widely in the educational field to assess …