Automated doubt identification from informal reflections through hybrid sentic patterns and machine learning approach

• Main Authors: LO, Siaw Ling, TAN, Kar Way, OUH, Eng Lieh
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Doubt identification; sentic computing; learner-centered pedagogy; text analytics; Databases and Information Systems; Educational Assessment, Evaluation, and Research; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/6298; https://ink.library.smu.edu.sg/context/sis_research/article/7301/viewcontent/LoSiawLing_2021_Automated_doubt_identification_from_informal_reflections_through_hybrid_sentic_patterns_and_ML_approach.pdf
• Institution: Singapore Management University

Do my students understand? The question that lingers in every instructor’s mind after each lesson. With the focus on learner-centered pedagogy, is it feasible to provide timely and relevant guidance to individual learners according to their levels of understanding? One of the options available is to...