Analisis Sistem Pendukung Keputusan Menggunakan Algoritma AHP Dan Topsis Untuk Menentukan Mahasiswa Lulusan Terbaik

Mukminatul Munawaroh; Hamada Zein; Fajri Harits Muzaki; Febri Ananda Chairi; Lidya Sari; Bobi Zinaidin Zidan; Muhammad Aditya Pratama; Novia Hidayati Ramadhani; Reyka Luna Karalo; Ririn Wahyuni

doi:10.61132/jupiter.v2i1.37

Authors

Mukminatul Munawaroh Universitas Muhammadiyah Kalimantan Timur
Hamada Zein Universitas Muhammadiyah Kalimantan Timur
Fajri Harits Muzaki Universitas Muhammadiyah Kalimantan Timur
Febri Ananda Chairi Universitas Muhammadiyah Kalimantan Timur
Lidya Sari Universitas Muhammadiyah Kalimantan Timur
Bobi Zinaidin Zidan Universitas Muhammadiyah Kalimantan Timur
Muhammad Aditya Pratama Universitas Muhammadiyah Kalimantan Timur
Novia Hidayati Ramadhani Universitas Muhammadiyah Kalimantan Timur
Reyka Luna Karalo Universitas Muhammadiyah Kalimantan Timur
Ririn Wahyuni Universitas Muhammadiyah Kalimantan Timur

DOI:

https://doi.org/10.61132/jupiter.v2i1.37

Keywords:

AHP, TOPSIS

Abstract

This research examines the application of the Analytical Hierarchy Process (AHP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) methods in determining the best graduate students in the Ners Professional Study Program at Muhammadiyah University of East Kalimantan. The third step of the AHP method involves converting the values in the pairwise comparison matrix to decimal form, which is then normalized to calculate the priority weight of each criterion and sub-criteria. Next, checking the logic of the criteria and designing AHP-TOPSIS for ranking were carried out. The analysis showed that AHP resulted in 5 ranking changes with a percentage change of 4.4%, while TOPSIS resulted in 3 ranking changes with a percentage change of 3.9%. From these results, the AHP-TOPSIS method proved to have an accuracy of 83.00%. This article also presents a comparison between AHP, TOPSIS, and AHP-TOPSIS methods, where the best student selected is Dinda Ayu Framaisella. This research provides practical guidance for decision makers in solving multi-criteria problems and contributes to the selection of the best graduate students with a comprehensive and accurate approach.

References

Abushark, Yoosef B., Asif Irshad Khan, Fawaz Jaber Alsolami, Abdulmohsen Almalawi, Md Mottahir Alam, Alka Agrawal, Rajeev Kumar, and Raees Ahmad Khan. 2021. Usability Evaluation through Fuzzy AHP-TOPSIS Approach: Security Requirement Perspective. Computers Materials & Continua 68: 1203–18.

Ayu Septilia, Heni, And Styawati. 2020. “Sistem Pendukung Keputusan Pemberian Dana Bantuan Menggunakan Metode Ahp.” Jurnal Teknologi Dan Sistem Informasi (JTSI) 1(2):34–41.

D. R. Sari, A. P. Windarto, D. Hartama, and S. Solikhun, "Sistem Pendukung Keputusan untuk Rekomendasi Kelulusan Sidang Skripsi Menggunakan Metode AHP-TOPSIS," Jurnal Teknologi dan Sistem Komputer, vol. 6, no. 1, Jan. 2018.

Dwi Nugroho, Saputra. 2023. “Analisis Penyelenggaraan Diklat Pln Updl Suralaya Menggunakan Ahp Topsis.” Cendekia : Jurnal Ilmu Pengetahuan 3(4):178–88.

Harpad, B., & Salmon, S. (2018). Penerapan Metode Ahp Dan Metode Topsis Dalam Sistem Pendukung Keputusan Pemilihan Asisten Laboratorium Komputer Pada Stmik Widya Cipta Dharma Samarinda. Sebatik, 19(1), 28-34.

Hozairi, H., Qomar, Ach. N., Hoiriyah, H., & Wafi, Abd. (2023). Penerapan Metode Hybrid AHP-TOPSIS Pada Sistem Pendukung Keputusan Pemilihan Program Studi Terbaik Di Universitas Islam Madura. Bina Insani Ict Journal, 9(2), 93–101. https://doi.org/10.51211/biict.v9i2.1833

Hozairi, Qomar AN,Hoiriyah,WafiA.2022. Penerapan Metode Hybrid AHP-TOPSIS Untuk Pemilihan Program Studi Terbaik Di Universitas Islam Madura.Jurnal TIK Bina Insani.Jil.9(2):93-101.

Iriane, GR, & Katemba, P. (2019, November). Analisis Dan Implementasi Sistem Pendukung Keputusan Penentuan Wisudawan Lulusan Terbaik Menggunakan Metode Topsis Pada Stikom Uyelindo Kupang. Dalam Seminar Nasional & Konferensi Ilmiah Sistem Informasi, Informatika & Komunikasi (hlm. 812-818).

Irmayanti, D. (2022, June 22). Pemilihan Cafe Terbaik Menggunakan Metode AHP Topsis di Kota Samarinda. https://dspace.umkt.ac.id/handle/463.2017/3586

Mahendra, Gede Surya, I. Putu, And Yoga Indrawan. 2020. “Metode Ahp-Topsis Pada Sistem Pendukung Keputusan Penentuan Penempatan Automated Teller Machine.”

Manik, N. I., & Hasiholan, Y. A. (2023). Strategi Pemeliharaan Mesin Cetak Menggunakan Metode Ahp-Topsis. Jisamar (Journal of Information System, Applied, Management, Accounting and Research), 7(4), 1037-1050.

Manurung, Samuel. 2018. “Sistem Pendukung Keputusan Pemilihan Guru Dan Pegawai Terbaik Menggunakan Metode Moora.” Jurnal Simetris 9(1).

Rimalia, Watty. 2023. “Implementasi Metode Topsis Dan Ahp Dalam Deteksi Dini Penyakit Demam Berdarah Implementation Of Topsis And Ahp Methods In Early Detection Of Dental Fever.” 3(3):164–71.

Sari, Desi Ratna, Agus Perdana Windarto, Dedy Hartama, and Solikhun Solikhun. 2018. “Decision Support System for Thesis Graduation Recommendation Using AHP-TOPSIS Method.” Jurnal Teknologi Dan Sistem Komputer 6(1):1–6. doi: 10.14710/jtsiskom.6.1.2018.1-6. Pallah, B. F., Latipah, A. J., & Rahim, A. (2023). Penerapan metode AHP-WP dalam penentuan lulusan terbaik profesi ners UMKT. Jurnal Tika, 8(2), 124–131. https://doi.org/10.51179/tika.v8i2.2076

Sudipa, I. G. I., Hardiatama, I. K., Yanti, C. P., & Wiguna, I. K. A. G. (2022). Analisis Sensitivitas Metode AHP Dan TOPSIS Dalam Pemilihan Objek Wisata di Kabupaten Karangasem. Journal of Computer System and Informatics (JoSYC), 3(4), 493-501.