Apply Hybrid Recommender System Using Genetic Algorithms and Singular Value Decomposition (SVD)

Abstract

Abstract:Due to the increasing development in using modern technology for differentpurposes, recommendation systems have become essential in providing solutionsto all users. Recommendation systems can be used for various applications or onthe internet to purchase products or to surf the web for scholarly articles, to watchvideos and other activities. Many statistical and mathematical suggestions havebeen made to make different systems capable of giving accurate recommendationsthat can be of benefit to users in various fields. One of these suggestions is SingularValue Decomposition (SVD) which is the most popular method in previousresearch. In addition to that, (SVD) has two important factors in its performance,which are, (