Impact of a Rule-Based Recommendation System on Female Students’ Awareness of How to Search for Suitable Professional Certificates

This study examines the impact of an intelligent, rule-based recommendation system designed to address a key gap in literature; while most AI-based advising tools focus on course selection, few guide learners toward professional certifications that build career readiness. A quasi-experimental pre–po...

The International Journal of Technologies in Learning

Common Ground Research Networks