Kang, Q.J. 2026. Research on Early Warning of Entrepreneurial Risks and Enhancement of Employment Competitiveness for College Students Driven by Big Data Algorithm Model and Application Validation. Advanced Electromagnetics. 15, 3 (Aug. 2026), 3234–3240. DOI:https://doi.org/10.7716/aem.v15i3.3384.