In support of SDG 3, the authors present a student mental health support system, based on artificial intelligence and big data analysis. The system designed through the research aims to provide a personalized mental health support and guidance resource for students, who face increasing psychological pressure in today's society. The system also provides effective mental health monitoring and support tools for ongoing mental health promotion activities in educational settings.