Lanyan Yang (2026) “Recognition and Enhancement of College Students’ Self-Directed Learning Behaviors Based on Multilayer Perceptual Machines”, International Journal of Computer Information Systems and Industrial Management Applications, 18, p. 17. doi: 10.70917/ijcisim-2026-0135.