Jurnal Sains dan Teknologi
Vol. 3 No. 2 (2023): Mei - Agustus

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

Ercelyna Tifany Br Ginting (Universitas Mercubuana Yogyakarta)
Irfan Pratama (Universitas Mercubuana Yogyakarta)

Article Info

Publish Date
05 Jul 2023

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.

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Journal Info
Jurnal Sains dan Teknologi
Website

Abbrev

jsit

Publisher

CV ITTC Indonesia

Subject

Aerospace Engineering Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Electrical & Electronics Engineering Energy Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mathematics Mechanical Engineering

Description

Jurnal Sains Dan Teknologi (JSIT), merupakan Jurnal Penelitian dan Kajian Ilmiah yang diterbitkan CV.ITTC - INDONESIA dan dikelola langsung oleh Webinar.Gratis dan Even.Gratis yang terbit 3 (tiga) kali dalam setahun. Penyunting menerima kiriman naskah hasil kajian dan penelitian untuk bidang, Teknik ...