Mushowwiru, Mochammad Faza Pramudya and Riswan Septriayadi Sianturi, S.Si.., MM., M.Sc., Ph.D. and Nanang Yudi Setiawan, S.T., M.Kom. (2024) Sistem Pendukung Keputusan Pemilihan Siswa Olimpiade dengan metode Analytical Hierarchy Process-Weighted Product-Simple Additive Weighting (Studi Kasus : SMA Sulthon Aulia Boarding School). Sarjana thesis, Universitas Brawijaya.
Abstract
Pemilihan siswa untuk mengikuti olimpiade merupakan proses krusial dalam mendorong potensi akademis. Dalam konteks ini, penggunaan sistem pendukung keputusan (SPK) berbasis metode Simple Additive Weighting (SAW) dan Weighted Product (WP) menjadi penting. Penelitian ini bertujuan untuk mengembangkan SPK yang dapat memfasilitasi proses pemilihan siswa olimpiade dengan akurasi dan efisiensi yang tinggi dan juga dapat menghasilkan rekomendasi kandidat secara objektif. Studi ini dilakukan di SMA Sulthon Aulia Boarding School, dimana data tingkat evaluasi diri siswa, nilai rata-rata Ujian Tengah Semester (UTS), nilai UTS pada mata pelajaran olimpiade, serta rata-rata nilai harian digunakan sebagai kriteria evaluasi. Proses perancangan sistem diuraikan dengan fokus pada perancangan data, sistem, dan skenario pengujian akurasi . Metode Analytical Hierarchy Process (AHP) digunakan untuk memberikan bobot pada kriteria yang telah ditentukan, sedangkan metode SAW dan WP digunakan untuk menentukan hasil pemeringkatan siswa. Hasil penelitian menunjukkan bahwa sistem yang diimplementasikan mampu memberikan rekomendasi pemilihan siswa olimpiade dengan tingkat akurasi 0%-60% pada masing-masing mata pelajaran olimpiade. Namun hasil pengujian akurasi tanpa kriteria tingkat evaluasi diri siswa mendapat tingkat akurasi yang lebih tinggi yaiut sebesar 40%-80%.
English Abstract
The selection of students to participate in Olympiads is a crucial process in fostering academic potential. In this context, the use of a Decision Support System (DSS) based on the Simple Additive Weighting (SAW) and Weighted Product (WP) methods is crucial. This research aims to develop a DSS that can facilitate the selection process of students for Olympiads with high accuracy and efficiency, providing objective candidate recommendations. The study is conducted at Sulthon Aulia Boarding School, where data such as self-evaluation scores, average Mid-Semester Exam (UTS) grades, UTS grades in Olympiad subjects, and average daily grades are used as evaluation criteria. The system design process is outlined, focusing on data design, system design, and accuracy testing scenarios. The Analytical Hierarchy Process (AHP) method is used to assign weights to the predefined criteria, while the SAW and WP methods are employed to determine the ranking results of students. The research results indicate that the implemented system can provide recommendations for selecting Olympiad students with an accuracy level of 0%-60% for each Olympiad subject. However, the results of accuracy testing without the criteria for the level of self-evaluation of students get a higher level of accuracy of 40%-80%.
| Item Type: | Thesis (Sarjana) |
|---|---|
| Identification Number: | 0524150136 |
| Uncontrolled Keywords: | Sistem Pendukung Keputusan, Simple Additive Weighting, Analytical Hierarchy Process, Weighted Product, Olimpiade.Decision Support System, Simple Additive Weighting, Analytical Hierarchy Process, Weighted Product, Olimpiad |
| Divisions: | Fakultas Ilmu Komputer > Sistem Informasi |
| Depositing User: | soegeng sugeng |
| Date Deposited: | 23 Feb 2024 07:25 |
| Last Modified: | 23 Feb 2024 07:25 |
| URI: | http://repository.ub.ac.id/id/eprint/215830 |
![[thumbnail of DALAM MASA EMBARGO]](http://repository.ub.ac.id/style/images/fileicons/text.png) |
Text (DALAM MASA EMBARGO)
Mochammad Faza Pramudya Mushowwiru.pdf Restricted to Registered users only Download (4MB) |
Actions (login required)
 |
View Item |