aspg-21-3195-1791468708 20261008141148 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group International Journal of Neutrosophic Science IJNS 2692-6148 2690-6805 2025 25 2 S. Gomathy Research Scholar (Part Time), Hindustan Institute of Technology and Science, Chennai, India A. Rajkumar Department of Mathematics, Hindustan Institute of Technology and Science, Chennai, India N. Jose Parvin Praveena Department of Mathematics, St. Joseph’s College of Engineering, Chennai, India broumi said Laboratory of Information Processing, Faculty of Science Ben M’Sik, University of Hassan II, Casablanca, Morocco This article proposed a novel method to categorize the best student in all progressive studies by using the single valued Neutrosophic soft set-in variable sense. An ambivalence set of multi-observer data which is related to analyse the students, taken as input for categorizing the best student identification. Neutrosophic soft set is an immense application to find out the choice-making problem in the Neutrosophic area. The creation of an analogous table has shaped the classification investigation. It helps to put up things, people into groups according to their quality, ability, performance etc., in Neutrosophic environment. 2025 353 358 3195 https://creativecommons.org/licenses/by/4.0/ 10.54216/IJNS.250230 https://www.americaspg.com/journal/21/article/3195 https://www.americaspg.com/storage/91724944432.pdf