Jurnal Media Infotama
Vol 11 No 2 (2015)

IMPLEMENTASI DATA MINING UNTUK MEMPREDIKSI MASA STUDI MAHASISWA MENGGUNAKAN ALGORITMA C4.5 (STUDI KASUS: UNIVERSITAS DEHASEN BENGKULU)

Siska Haryati (Unknown)
Aji Sudarsono (Unknown)
Eko Suryana (Unknown)



Article Info

Publish Date
09 Sep 2015

Abstract

The purpose of this study is to use the C4.5 decision tree algorithm-based and implemented into an application that RapidMiner is expected to improve the accuracy of the analysis of the study period the student. This research was conducted at the Dehasen University of Bengkulu. In the study discussed by monitoring the results of studies at the university in the form of the GPA and the number of credits that have not been accurate for determining a student to graduate on time or not. In this study was to classify the grading of student used data mining techniques with C4.5 algorithms and implemented into Rapid Miner, it aims to see the results of the development can graduate on time or not. From the research results prove that the algorithm C4.5 is more accurate than analysis conducted by analyst’s students. This is evidenced by the results of the evaluation study found C4.5 algorithms capable of analyzing the punctuality of students completing their study.Keyword: Data mining, C4.5 Algorithm

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Journal Info

Abbrev

jmi

Publisher

Subject

Computer Science & IT

Description

Jurnal Media Infotama Fakultas Ilmu Komputer Universitas Dehasen Bengkulu memiliki ISSN: 1858-2680 dan e-ISSN : 2723-4673 merupakan jurnal ilmiah yang menerbitkan artikel ilmiah yang berhubungan dengan ilmu komputer dan ilmu yang berhubungan dengan komputer. Adapun topik artikel meliputi : Sistem ...