John Kirby B. Espanto

AI-Driven Multi-Dimensional Course Assessment and SHS Strand Recommendation System

Senior High School (SHS) students often face challenges in selecting the most appropriate academic strand due to limited assessment tools and the continued reliance on traditional guidance practices. These methods frequently lack objectivity and comprehensive evaluation, resulting in mismatches between students’ compet...