Region - Educational Research and Reviews

Under the background of "Five Education" integration, this paper constructs a comprehensive quality evaluation system for college students that integrates moral education, intellectual education, physical education, aesthetic education, and labor education. Based on the comprehensive development concept, combined with machine learning algorithms to dynamically adjust the evaluation dimension weight, a multi-modal data tracking multi-evaluation mechanism is designed. The methodology system combined with theory and practice constructed in this study realizes the monitoring of the whole process of student development through education digital transformation, which not only improves the theoretical framework of higher education evaluation, but also provides an operable implementation plan for improving the quality of talent training, and effectively promotes the implementation of the fundamental task of "Lide and Treat People".