Analysis of the AHP-WP Method in the Decision Support System for the Assessment of Outstanding Students at ITEKES Bali

Komang Gde Hendra Kusuma Putra, I Made Candiasa, Gede Indrawan

Abstract


Purpose: This study aims to analyze and determine the effectiveness of the combination of decision-making methods in the selection of outstanding students using the Analytical Hierarchy Process (AHP) and Weighted Product (WP) methods.

Design/methodology/approach: A quantitative approach is used to analyze the combination of AHP and WP methods in determining outstanding students. The ranking results were analyzed using Mean Absolute Percentage Error (MAPE).

Findings/result: This research produces a combination analysis of the AHP and WP decision-making methods, so that it can be used for implementation into information systems.

Originality/value/state of the art: The difference between this study and previous studies is the combination of methods used in this study. An analysis of the effect of several variables in increasing accuracy is also produced.


Keywords


decision support system; student; outstanding; analitycal hierarchy proces; weighted product

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References


K. P. dan Kebudayaan, “Petunjuk Pelaksanaan Pemilihan Mahasiswa Berprestasi Tahun 2020,” Jakarta, 2020.

M. Ahsan et al., “Multi-Attribute Decision Making Untuk Menentukan Multiple Intelligence Anak Menggunakan Metode Weighted Product,” J I M P - J. Inform. Merdeka Pasuruan, vol. 2, Aug. 2017.

B. Berlilana, F. D. Prayoga, and F. S. Utomo, “Implementasi Simple Additive Weighting dan Weighted Product pada Sistem Pendukung Keputusan untuk Rekomendasi Penerima Beras Sejahtera,” J. Teknol. Inf. dan Ilmu Komputer; Vol 5, No 4 Agustus 2018DO - 10.25126/jtiik.201854768 , Oct. 2018.

M. Mailasari, “Model Multi Attribute Decision Making Metode Simple Additive Weighting Dalam Penentuan Penerima Pinjaman,” J. Tek. Komput., vol. 2, no. 1, pp. 100–105, Feb. 2016.

T. Novika, A. Widiastari, V. Miralda, and A. Windarto, “SPK: Analisa Rekomendasi Bank Konvensional Dengan Promethee Sebagai Solusi Cerdas Untuk Menabung,” J. Sist. Inf. Musirawas, vol. 3, p. 38, Jun. 2018.

L. laurentinus and S. Rinaldi, “Implementasi Metode Analytical Hierarchy Process dan Simple Additive Weighting untuk Pemilihan Dosen Terbaik Studi Kasus STMIK Atma Luhur,” J. Teknol. Inf. dan Ilmu Komput., vol. 6, no. 6, pp. 655–664, 2019.

I. W. G. Suweca Antara, D. G. Hendra Divayana, and I. G. Aris Gunadi, “Implementasi Metode Weigthed Product dan Simple Additive Weighting Dalam Pemilihan Dewasa Terbaik Untuk Upacara Pawiwahan Berbasis Wariga,” J. Nas. Pendidik. Tek. Inform. JANAPATI, vol. 10, no. 2, pp. 100–110, Jul. 2021.

A. A. S. Widhiyanti, I. M. Candiasa, and K. Y. E. Aryanto, “Implementasi AHP-TOPSIS Dan Naïve Bayes Dalam Sistem Pendukung Keputusan Pemberian Bimbingan Konseling Siswa,” SINTECH (Science Inf. Technol. J., vol. 4, no. 2 SE-, pp. 129–138, Oct. 2021.

I. P. Suarnatha and I. G. Gunadi, “Combination Of The Profile Matching And TOPSIS Method In Decision Support System Of Lecturer Performance Assessment,” J. Ris. Inform., vol. 3, no. 3 SE-Articles, Jun. 2021.

D. Supiyan, “Perbandingan Metode SAW, WP Dan Topsis Dalam Penentuan Pembiayaan: (Studi Kasus BMT El-Raushan),” J. Ilm. Inform., vol. 4, no. 2 SE-Articles, pp. 88–94, Dec. 2019.

S. A. Rizkandari, “Pemanfaatan Metode Simple Additive Weighting (SAW) Dalam Penentuan Mahasiswa Berprestasi Tingkat Universitas Sebelas Maret Surakarta,” ITSMART J. Teknol. dan Inf., vol. 3, no. 1, 2014.

J. Juliana, J. Jasmir, and P. A. Jusia, “Decision Support System for Supplier Selection using Analytical Hierarchy Process (AHP) Method,” Sci. J. Informatics; Vol 4, No 2 Novemb. 2017, vol. 4, no. 2, pp. 158–168, 2017.

U. Saprudin, “Penerapan Metode Analytical Hierarchy Process (AHP) Dan Simple Additeve Weighting (SAW) Dalam Sistem Pendukung Keputusan Pemilihan Bibit Cabai Merah Unggul,” Expert J. Manaj. Sist. Inf. dan Teknol., vol. 9, no. 2, pp. 70–76, Apr. 2019.

P. Hasan, S. Yunita, R. Thamrin, and E. Pawan, “Implementasi Metode AHP untuk Seleksi Penerimaan Dosen di STIMIK Sepuluh Nopember Jayapura,” J. Eksplora Inform., vol. 10, pp. 176–185, Mar. 2021.

N. Narti, S. Sriyadi, N. Rahmayani, and M. Syarif, “Pengambilan Keputusan Memilih Sekolah Dengan Metode AHP,” J. Inform., vol. 6, pp. 143–150, Apr. 2019.

A. Setyawan, F. Y. Arini, and I. Akhlis, “Comparative Analysis of Simple Additive Weighting Method and Weighted Product Method to New Employee Recruitment Decision Support System (DSS) at PT. Warta Media Nusantara,” Sci. J. Informatics; Vol 4, No 1 May 2017DO - 10.15294/sji.v4i1.8458 , May 2017.

D. G. H. Divayana, Penerapan Konsep Sistem Pakar dan Sistem Pendukung Keputusan Dalam Bidang Pendidikan. 2017.

F. Pradana, F. A. Bachtiar, and M. D. Al Ikhsan, “Implementasi Weighted Product untuk memberikan Rekomendasi Prospek Pelanggan bagi Sales Marketing Berdasarkan Web Analytics,” J. Teknol. Inf. dan Ilmu Komputer; Vol 7, No 2 April 2020DO - 10.25126/jtiik.2020702586 , Feb. 2020.

M. A. Maricar, “Analisa Perbandingan Nilai Akurasi Moving Average dan Exponential Smoothing untuk Sistem Peramalan Pendapatan pada Perusahaan XYZ,” J. Sist. dan Inform., vol. 13, no. 2, pp. 36–45, May 2019.

I. Nabillah and I. Ranggadara, “Mean Absolute Percentage Error untuk Evaluasi Hasil Prediksi Komoditas Laut,” JOINS (Journal Inf. Syst., vol. 5, no. 2, pp. 250–255, Nov. 2020.

S. Wibowo and M. Marbun, “Penentuan Mahasiswa Berprestasi Dengan Metode AHP Di STMIK Pelita Nusantara,” J. Nas. Komputasi dan Teknol. Inf., vol. 1, Oct. 2018.




DOI: https://doi.org/10.31315/telematika.v19i1.6878

DOI (PDF): https://doi.org/10.31315/telematika.v19i1.6878.g4426

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