إستخدام خوارزمية نظام التوصية (Collaborative Filtering ) للتقديم للجامعات السودانية

Abstract

Recommender Systems software applications that belong to a class of personalized information filtering technologies that aim to support decision making in large information space. This paper gives a complete overview of the recommender systems and explanation of collaborative filtering algorithm and applies it in education field. The main purpose of this paper is to help students who want to apply for Sudanese universities by electronic application website to choose the suitable college depending on their tendency, interest, degree, solation and field with instructions to use the website in a simplified manner. However, collaborative Filtering algorithm provides easiest and flexible way to student in decision making. This system has been developed using the technology on framework (Oracle 12c developer ADF). The main outcome of this paper was illustration of the usage of collaborative filtering algorithms with E-Application to Universities in Sudan with high simplicity, functionality and availability. In addition to help in receive recommendations easily and fast.