• Mr. A. A. Govande
• Dr. R. D. Kumbhar

This article presents analysis of research evidences on Outcome Based Evaluation System using Unsupervised Learning Methods. The objective of this review is to study the different automated systems used for attainment of PO’s and CO’s with reference to Outcome Based Evaluation by identifying the techniques adopted by Teachers for mapping of PO’s and CO’s. The outcome based evaluation mainly depends upon the usage of different taxonomies for formulating PO’s and CO’s. The current attainment systems of PO’s and CO’s mainly include different automated systems which range from desktop applications to Machine Learning Algorithms. This article mainly highlights the research gap to identify the scope of unsupervised learning methods

Outcome Based Evaluation(OBE), Program Outcome(PO’s), Course Outcome(CO’s), Evaluation, Attainment, Unsupervised Learning, Outcome Based, Machine Learning

"A Review of Unsupervised Learning Methods in attainment of PO’s and CO’s with reference to Outcome Based Evaluation ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 9, page no.a471-a475, September-2022, Available :http://www.jetir.org/papers/JETIR2209048.pdf

"A Review of Unsupervised Learning Methods in attainment of PO’s and CO’s with reference to Outcome Based Evaluation ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 9, page no. ppa471-a475, September-2022, Available at : http://www.jetir.org/papers/JETIR2209048.pdf