NCI evalution: assessment of higher order thinking skills via short free text answer

• Main Authors: Lajis, Adidah, Nasir, Haidawati, Abdul Aziz, Normaziah
• Format: Conference or Workshop Item
• Language: English; English; English
• Published: IEEE 2020
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/80429/1/80429%20NCI%20Evalution.pdf; http://irep.iium.edu.my/80429/2/80429%20NCI%20Evalution%20SCOPUS.pdf; http://irep.iium.edu.my/80429/13/NCI%20evalution_assessment%20of%20higher%20order%20thinking%20skills%20via%20short%20free%20text%20answer.pdf; http://irep.iium.edu.my/80429/; https://ieeexplore.ieee.org/document/9057335

NCI a hybrid approach of Natural Language Processing (NLP), Convolutional Neural Network (CNN) and Information Theory are applied to assess higher order thinking skills via short free text answer. Data of students' examination scripts are collected from 3 domains namely Information Technology,...