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EXAM QUESTIONS CLASSIFICATION BASED ON BLOOM’S …

Journal of Theoretical and Applied Information Technology31stAugust2015. 2005-2015 JATIT & LLS. All rights :1817-3195447 EXAM QUESTIONS CLASSIFICATION BASED ONBLOOM S TAXONOMYCOGNITIVE LEVELUSINGCLASSIFIERSCOMBINATION1 DHUHA ABDULHADIABDULJABBAR,2 NAZLIA OMAR1, 2 Knowledge Technology Group, Center for AI Technology, Faculty of Information Science andTechnology, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor, through written examination is a traditional method but it is a universal test method practiced inmost of the educational institutions today. Therefore, the question must be provided in accordance with thesubject content learned by students tofulfillearning objectives.

classify exam questions based on Bloom’s taxonomy. Furthermore, although limited, research has addressed the use of Natural Language Processing (NLP) techniques to resolve this problem. Therefore, some previous studies that proposed approaches similar to the model introduced in this work should be reviewed. Van

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