Exam Question Datasets

The datasets contain exam questions labelled based on Bloom's Taxonomy Cognitive domain. We collected the "collected_dataset.csv" and labelled it. Four datasets were collected from the following articles: 1. Yahya, A. A., Toukal, Z., & Osman, A. (2012). Bloom's Taxonomy–Based Classification for Item Bank Questions Using Support Vector Machines. In Modern Advances in Intelligent Systems and Tools (Vol. 431, pp. 135–140). 2. Sangodiah A., Ahmad, R., & Ahmad, W. F. W. (2017). Taxonomy based features in question classification using support vector machine. Journal of Theoretical and Applied Information Technology, 95(12), 2814–2823. 3. Mohammed, M., & Omar, N. (2020). Question classification based on Bloom’s taxonomy cognitive domain using modified TF-IDF and word2vec. PLoS ONE, 15(3), 1–21. https://doi.org/10.1371/ journal.pone.0230442 And finally, the "combined dataset.csv" contains all questions of these five datasets.