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Decision Support System dalam Menentukan Mahasiswa Bermasalah Menggunakan Metode Topsis

Jurnal Ilmiah Informatika

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Title Decision Support System dalam Menentukan Mahasiswa Bermasalah Menggunakan Metode Topsis
 
Creator Adinda Dhea Pramitha
Fu'adah, Aniss Fatul
Almais, Agung Teguh Wibowo
Qomariyah, Laela Nurul
 
Subject TOPSIS
Decision Support System
Confusion Matrix
Problematic Students
 
Description At present many old semester students are starting to be undisciplined in attending lectures, this is due to the increasing burden of their assignments causing the enthusiasm of students to relax. This can create serious problems in the department because it can affect the accreditation level of the department. The purpose of this journal, which is to help the department admins to determine students who have problems in the field of lectures, so that the department can find out how many problem students can affect the accreditation of majors. In this journal, we implement the Decision Support System for manufacturing the system. With the TOPSIS method for calculations on the system, and using the Confusion Matrix for testing the system. From testing using confusion matrix, it can be concluded that precision produces 75%, recall produces 75%, accuracy produces 73%, and f-measure produces 75%. This shows that the system has a pretty good ability because it has exceeded the value of 70%.
 
 
Publisher Department of Science and Technology Ibrahimy University
 
Date 2020-06-30
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Identifier https://journal.ibrahimy.ac.id/index.php/JIMI/article/view/550
10.35316/jimi.v5i1.550
 
Source Jurnal Ilmiah Informatika; Vol. 5 No. 1 (2020): Jurnal Ilmiah Informatika; 9-16
2549-6301
2549-7480
10.35316/jimi.v5i1
 
Language eng
 
Relation https://journal.ibrahimy.ac.id/index.php/JIMI/article/view/550/712
 
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https://creativecommons.org/licenses/by-nc/4.0