Dr.G.Vincent, Dr.Gayathri Narashimman, Dr M Suresh, Dr.P.S.Joan Kingsly, Dr.M.Rajendhiran ,M.Com, Ph.D., and M.Rajalakshmi, “Examine Ai Models For Credit Scoring And Risk Assessment, Integrating Nontraditional Data Sources Such As Social Media And Transaction Histories To Enhance Accuracy And Inclusivity”, kuey, vol. 30, no. 5, pp. 13931–13940, May 2024.