A WEB-BASED APPLICATION FOR PREDICTING THE SCHOLARCHIP GRANTEE IN UNIVERSITY X USING DECISION TREE ALGORITHM

ANDARI, DWI PUTRI (2018) A WEB-BASED APPLICATION FOR PREDICTING THE SCHOLARCHIP GRANTEE IN UNIVERSITY X USING DECISION TREE ALGORITHM. S1 thesis, Universitas Mercu Buana Jakarta.

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Abstract

At a university, in the processing of scholarships which have a lot of data entry. It difficult for the directorate of student affairs to manage data manually with takes too long. The classification training data using WEKA by id3 decision tree algorithm for the predicitng the scholarship grantee.This reseacrh used 290 student data training which is do identification of candidate scholarship grantee.. And the The data taken from the directorate of student affairs (DITMAWA) such as GPA, income of parent, semester, and age. In this application, the output are divided into two criteria or status applicant. There are list of student who get scholarship and list of student who failed to get scholarship.The accuracy result of the research is 0,851 (85,1 %) which mean that system is successfully predicting the scholarship grantee of student i-e 247 of 290 has been correctly classified. Keywords: scholarship, data mining, weka, id3 decision tree, confusion matrix.

Item Type: Thesis (S1)
Call Number CD: FIK/INFO. 18 033
NIM: 41514010079
Uncontrolled Keywords: scholarship, data mining, weka, id3 decision tree, confusion matrix.
Subjects: 000 Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 000. Computer Science, Information and General Works/Ilmu Komputer, Informasi, dan Karya Umum > 005 Computer Programmming, Programs, Data/Pemprograman Komputer, Program, Data > 005.5 General Purpose Application Programs/Program Aplikasi dengan Kegunaan Khusus
600 Technology/Teknologi > 650 Management, Public Relations, Business and Auxiliary Service/Manajemen, Hubungan Masyarakat, Bisnis dan Ilmu yang Berkaitan > 651 Office Services/Layanan Kantor > 651.8 Computer Application for Office Management/Aplikasi Komputer untuk Manajemen Perkantoran
600 Technology/Teknologi > 650 Management, Public Relations, Business and Auxiliary Service/Manajemen, Hubungan Masyarakat, Bisnis dan Ilmu yang Berkaitan > 658 General Management/Manajemen Umum > 658.01-658.09 [Management of Enterprises of Specific Sizes, Scopes, Forms; Data Processing]/[Pengelolaan Usaha dengan Ukuran, Lingkup, Bentuk Tertentu; Pengolahan Data] > 658.05 Data Processing Computer Applications/Pengolahan Data Aplikasi Komputer
Divisions: Fakultas Ilmu Komputer > Informatika
Depositing User: Dede Muksin Lubis
Date Deposited: 07 Apr 2018 07:19
Last Modified: 29 Sep 2018 02:54
URI: http://repository.mercubuana.ac.id/id/eprint/41656

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