Exploring the Feasibility of Machine Learning-Based Automated Scoring for Constructed-Response Assessment in Technology Education
As educational paradigms shift from knowledge-based to competency-based approaches, the importance of constructed-response assessment has increased because it enables comprehensive evaluation of students’ thinking processes and problem-solving abilities. However, scoring constructed-response items requires substantial...