Profession recommended system for higher education students using Bayesian method

3rd Annual Applied Science and Engineering Conference

工业技术;自然科学

Palilingan, V.R.^1 ; Batmetan, J.R.^2

Information Technology and Communication Education Department, Universitas Negeri Manado, Tondano

95618, Indonesia^1

Information Engineering Department, Universitas Negeri Manado, Tondano

95618, Indonesia^2

关键词: Accuracy rate;    Bayesian methods;    High school;    Higher education;    Higher education students;    Recommended systems;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/434/1/012040/pdf
DOI  :  10.1088/1757-899X/434/1/012040

来源: IOP

【 摘 要 】

The profession becomes an important part for the graduate after graduating from higher education. High school graduates do not know how to choose the right profession after graduation and less ready before graduating from higher education. The purpose of this study is to build a system that can provide appropriate profession recommendations in accordance with the personalities of higher education student. The method used in this research is Bayesian method. The results of this study indicate that systems using Bayesian methods can provide recommendations with a 98% accuracy rate. The majority of respondents as much as 99% stated that the profession recommendations system that has been given is true. Why? because this system provides the right solution in accordance with each personality. This system is expected to help graduates of higher education have the right profession in accordance with the personality he has. This system can be used to provide appropriate profession recommendations for higher Education students. Bayesian methods are very well used to build an accurate and efficient recommendation system.