JURNAL SISTEM INFORMASI BISNIS
Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014

Pendekatan Metode Pohon Keputusan Menggunakan Algoritma ID3 Untuk Sistem Informasi Pengukuran Kinerja PNS

Sidette, Julce Adiana (Unknown)
Eko, Eko (Unknown)
Nurhayati, Oky Dwi (Unknown)



Article Info

Publish Date
06 Jul 2014

Abstract

Decision tree method is a classification method that has been widely used for the solution of problems of classification. Decision tree classification provides a rapid and effective method. The approach has been proven decision tree method can be applied in various fields of life. Capability classification is indicated by the decision tree method is what encourages authors to use decision tree methods approach to measure the performance of civil servants. To build a decision tree induction algorithms used. In this study, the ID3 algorithm method is used to construct a decision tree. Starting with the data collecting training samples and then measuring the entropy and information gain. Information Gain value will be used as the root of a decision tree. And translates it into a decision tree classification rules. The results show that the decision tree method is used to produce classification rules into groups employee performance Good and Bad. The resulting rules are used to measure the performance of employees and classifying employees into two groups above are constructed in an information system. Information system built to assist management in making more objective assessment process.    *) Penulis korespondensi: utje_caem@yahoo.com   Keywords: ID3 Algorithm; Decision tree; Employee performance

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Journal Info

Abbrev

jsinbis

Publisher

Subject

Computer Science & IT Economics, Econometrics & Finance

Description

JSINBIS merupakan jurnal ilmiah dalam bidang Sistem Informasi bisnis fokus pada Business Intelligence. Sistem informasi bisnis didefinisikan sebagai suatu sistem yang mengintegrasikan teknologi informasi, orang dan bisnis. SINBIS membawa fungsi bisnis bersama informasi untuk membangun saluran ...