Abstract:
A course recommendation system is used to
provide students some suggestions when choosing
courses for online. Within courses, the most
appropriate courses then are able to find out for
making suggestions to students. It is worth to note
that this system is not only can use in university or
college, but also available for any level of
education. This paper presents the recommendation
system based on the Classification and Prediction
Methodology. Naïve Bayesian Classification and the
prediction methodology integrate to recommend the
student course selection. The itemsets for generating
course items are classified based on the Courses
taken by the students. It exploits a Naïve Bayesian
Classification and prediction methodology of course
recommendations for students. The implementation
of this system implies the Bayesian classifier and
generates courses from the classified output. This
system will be implemented by using ASP.NET,
SQLServer 2005.
