NDLI: Students Academic Performance Analysis using Data Mining Techniques in Higher Education: A case study of college

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Students Academic Performance Analysis using Data Mining Techniques in Higher Education: A case study of college

Content Provider	Semantic Scholar
Author	Bhoite, Sachin Pathare, Suresh B.
Copyright Year	2010
Abstract	According to National Knowledge Commission, Higher education in India refers to education beyond school (class 12). The medium term macro objective with regard to higher education would be to increase the gross enrolment ratio to at least 15% by 2015. In today’s competitive world improving & maintaining quality of education in society is challenging task for organizations. In modern times, the knowledge is a key ingredient to the development of the society. As the core competitive ability, the knowledge has become the most important factor to evaluate the quality of education. In many situations it will help to decision makers to better evaluate & enhance the higher educational organizations. To evaluation of such knowledge using mining techniques some interlinking between education domain & Data Mining is required. In this interlinking generally Data mining & Knowledge discovery both terms can be used as interchangeably because Data Mining is the key to KDD process. The effective interlinking between DM & higher education is very important to the sustainable development of the education. In this paper one case study is carried out for analyzing performance of first year (Bachelor of Computer Science) student & its dependency on their last year (Higher Secondary Education) performance. This analysis is done by statistical Data mining (DM) techniques. Using Hypothesis testing (DM) technique we will get patterns of students academic performance for predicate the profile of the students. This study is helpful to prediction of students profile for admitting them in the course. It is helpful to Decision Support Systems (DSS) are well suited technologies to provide decision support in the higher education environments.
File Format	PDF HTM / HTML
Alternate Webpage(s)	http://www.bvicam.ac.in/news/INDIACom%202010%20Proceedings/papers/Group2/INDIACom10_280_Paper%20(2).pdf
Language	English
Access Restriction	Open
Content Type	Text
Resource Type	Article

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