Sistem Rekomendasi Jurusan SMK Menggunakan Metode Content-Based Filtering Di Kabupaten Sleman

Abstract

Research background education is an important aspect for society. One level of further education is a vocational high school (SMK). There are many things that need to be considered in choosing a vocational high school, such as choosing a major based on interests, talents and abilities. In this study, the content-based filtering method was applied because it is suitable for use in cases and situations where there are more users than the system, thus allowing the system to determine the interests, talents and abilities of users based on their profile. Search for SMK majors by users (students) is more accurate, because the application can make recommendations about content that will become the core of the system when making recommendations. The purpose of this research is to build a recommendation system for junior high school students by developing a content-based filtering system that can provide major recommendations based on the students' interests, talents and abilities. It can be concluded that the department recommendation system using the weighting technique and the calculation of the Euclidean distance can provide recommendations to users according to the interests, talents and abilities of the users themselves.