Data Mining as a Torch Bearer in Education Sector
It addresses the problem of underutilized data in the education sector, particularly in India, but is incremental as it only reviews prior work without new results.
The paper surveys existing research in educational data mining (EDM) to uncover hidden information in educational data, aiming to improve education quality by applying data mining techniques.
Every data has a lot of hidden information. The processing method of data decides what type of information data produce. In India education sector has a lot of data that can produce valuable information. This information can be used to increase the quality of education. But educational institution does not use any knowledge discovery process approach on these data. Information and communication technology puts its leg into the education sector to capture and compile low cost information. Now a day a new research community, educational data mining (EDM), is growing which is intersection of data mining and pedagogy. In this paper we present roadmap of research done in EDM in various segment of education sector.