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 …

Technological spotlights of digital transformation in tertiary education

TC Truong, QB Diep - IEEE Access, 2023 - ieeexplore.ieee.org
In the current globalization trend, digital transformation is an indispensable requirement that
affects all aspects of life. Within the education domain, it creates opportunities for tertiary …

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 …

Evaluation of academic performance based on learning analytics and ontology: a systematic mapping study

LA Costa, LN Salvador… - 2018 IEEE Frontiers in …, 2018 - ieeexplore.ieee.org
Educators face significant challenges related to monitoring academic performance and
providing instruction in online courses. Due to spatial, temporal and interactive distance, this …

Intelligent query optimization and course recommendation during online lectures in E-learning system

MS Rafiq, X Jianshe, M Arif, P Barra - Journal of Ambient Intelligence and …, 2021 - Springer
This article explores the possibility of disaggregating query/question information in e-
learning system online lectures or course recommendations. Information arrangement …

[HTML][HTML] Swarm intelligence-based approach for educational data classification

AA Yahya - Journal of King Saud University-Computer and …, 2019 - Elsevier
This paper explores the effectiveness of Particle Swarm Classification (PSC) for a
classification task in the field of educational data mining. More specifically, it proposes PSC …

[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 …

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 …

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 …

Journal Classification Based on Abstract Using Cosine Similarity and Support Vector Machine

M Habibi, PW Cahyo - JISKA (Jurnal Informatika Sunan …, 2020 - ejournal.uin-suka.ac.id
One of the problems related to journal publishing is the process of categorizing entry into
journals according to the field of science. A large number of journal documents included in a …