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 …
students based on different degrees of complexity. The existing datasets based on BT are …
Identification of cognitive learning complexity of assessment questions using multi-class text classification
Cognitive learning complexity identification of assessment questions is an essential task in
the domain of education, as it helps both the teacher and the learner to discover the thinking …
the domain of education, as it helps both the teacher and the learner to discover the thinking …
BloomBERT: A Deep Learning-Based Cognitive Complexity Classifier of Assessment Questions
We propose a novel automated approach using deep learning techniques to classify
assessment questions based on their cognitive complexity. To this end, we first heuristically …
assessment questions based on their cognitive complexity. To this end, we first heuristically …
Using metacognition to promote active learning in large business management classes
Using active learning methodologies with large classes in higher education is a complex
task. Lecturers often lack the tools they need to guide their students, while also taking into …
task. Lecturers often lack the tools they need to guide their students, while also taking into …
Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques
K Makhlouf, L Amouri, N Chaabane… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
One of the most popular guidelines used to write and evaluate the exam questions is
Bloom's Taxonomy (BT). Since the past recent years, many researchers have worked on the …
Bloom's Taxonomy (BT). Since the past recent years, many researchers have worked on the …
Analysis of the Influence of Physiological and Cognition Measures in Higher Education using Machine Learning
In the area of education, the evaluation process and degree of difficulty play a significant
role. To produce the desired outcomes, the complexity level of the questions posed in the …
role. To produce the desired outcomes, the complexity level of the questions posed in the …
A cognitive level evaluation method based on machine learning approach and Bloom of taxonomy for online assessments
A Chanaa - Journal of Education and Learning …, 2024 - edulearn.intelektual.org
Adaptive online learning can be realized through the evaluation of the learning process.
Monitoring and supervising learners' cognitive levels and adjusting learning strategies can …
Monitoring and supervising learners' cognitive levels and adjusting learning strategies can …
Revolutionising Educational Assessment: Automated Question Classification Using Bloom's Taxonomy and Deep Learning Techniques--A Case Study on …
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 …
frameworks such as Bloom's taxonomy are utilised when preparing questions. Bloom's …
Opinion Mining to Aid User Acceptance Testing for Open Beta Versions
Social media enables the sharing of opinions, ideas, interests, thoughts, hobbies, etc., by
creating social platforms such as Twitter, Facebook, TripAdvisor, Yelp, Rooter, Goodreads …
creating social platforms such as Twitter, Facebook, TripAdvisor, Yelp, Rooter, Goodreads …
A review questions classification based on Bloom taxonomy using a data mining approach
Bloom's taxonomy is used to categorize learning objectives into various cognitive levels.
This study discusses the role of ontology in the classification of Bloom's taxonomy-based …
This study discusses the role of ontology in the classification of Bloom's taxonomy-based …