Improving Data Quality for Educational Data Mining (EDM) for Indian Ed-Tech Start-Ups

Abstract

Educational Data Mining (EDM) is one of the most widely used data mining application areas. Improving the process of EDM is a challenge for Indian Ed Tech Start-ups. There exist a lot of efficient statistical algorithms for EDM. But for successful application of these high-tech statistical methods, the back-end data fetching process should be properly in place. That is only possible if the back-end data quality of all these EDM data are maintained and managed efficiently and proficiently. The technical implementation of this remains a huge challenge. In this particular paper, we aim at taking care of this issue by improving the back-end data management system quality which acts as the backbone of any EDM procedure.