Selection of Candidates for Academic Scholarships Using Analytical Hierarchy Process (Ahp) and Simple Additive Weighting (SAW) Methods at National University

Asafalex Asafalex, M Firmansyah, Muhammad Darwis, Iqnal Shalat SW

Abstract


The National University administers several scholarships for new students each year. The problem is, the University does not yet have a standard method for determining beneficiaries. They have difficulty in determining prospective scholarship recipients with the same criteria. In fact, sometimes it only relies on people's instincts, which can be subjective. The University should implement a DSS system to overcome this problem. Therefore, in this study, the AHP method is applied and used to weight the criteria and test the level of consistency so that the criteria are in accordance with the type of scholarship. In addition, the SAW method is also used for determining scholarship recipients according to the quota. The results of this study are the priority weights of the importance of each criterion, namely the average value of report cards (0.35), parents' income (0.23), certificates (0.05), affidavits of not working and receiving scholarships (0.15), year of graduation (0.11) and number of certificates (0.10). The consistency ratio value is 0.03741 indicating the weight is consistent. This study also resulted in the best ranking of candidates for academic scholarships, with a result of 0.93. The average value of the application test results using the TAM method is 80.5%.


Keywords


DSS; AHP method; SAW method; TAM method; student selection

Full Text:

PDF

References


Universitas Nasional, “Sejarah Perkembangan Fakultas Ekonomi Universitas Nasional,” Universitas Nasional, 2020. http://fe.unas.ac.id/profil-.

Z. Ge and Y. Liu, “Analytic Hierarchy Process Based Fuzzy Decision Fusion System for Model Prioritization and Process Monitoring Application.,” IEEE Trans. Ind. Informatics, vol. 15, no. 1, pp. 357–365, 2019, doi: 10.1109/TII.2018.2836153.

W. Alayed, L. Mackenzie, and D. Pezaros, “Analytical hierarchy process multi-metric objective function for RPL,” NCA 2018-2018 IEEE 17th Int. Symp. Netw. Comput. Appl., pp. 1–5, 2018, doi: 10.1109/NCA.2018.8548054.

M. Sam’An, Farikhin, B. Surarso, and S. Zaki, “A modified algorithm for full fuzzy transportation problem with simple additive weighting.,” 2018 Int. Conf. Inf. Commun. Technol. ICOICT 2018, vol. 2018-Janua, pp. 684–688, 2018, doi: 10.1109/ICOIACT.2018.8350745.

D. F. Murad, E. Fernando, A. W. M. L, and R. C. Aulia, “Application engineering selection using simple additive weighting method approach.,” Proc. 2020 Int. Conf. Inf. Manag. Technol. ICIMTech 2020, no. August, pp. 660–663, 2020, doi: 10.1109/ICIMTech50083.2020.9210945.

R. S. Pressman, Software Engineering: A Practitioner’s Approach 8e, 8th ed. New York: McGraw-Hill, 2015.

A. Shaikh and U. K. Will, “Overview of Slicing and Feedback Techniques for Efficient Verification of UML/OCL Class Diagrams,” IEEE Access, vol. 6, no. c, pp. 23864–23882, 2018, doi: 10.1109/ACCESS.2018.2797695.

W. Wulandari, “Implementasi Sistem Peramalan Persediaan Barang Menggunakan Metode Moving Average.,” J. Media Inform. Budidarma, vol. 4, no. 3, p. 707, 2020, doi: 10.30865/mib.v4i3.2199.

Inayatulloh, “Technology acceptance model (TAM) for the implementation of knowledge acquired model for SME.,” Proc. 2020 Int. Conf. Inf. Manag. Technol. ICIMTech 2020, no. August, pp. 767–770, 2020, doi: 10.1109/ICIMTech50083.2020.9211279.

N. A. Hidayah, K. F. Musa, Z. Nihayah, R. N. Putri, and A. Muin, “Analysis Using the Technology Acceptance Model (TAM) and DeLone & McLean Information System (D&MIS) Success Model of AIS Mobile User Acceptance.,” IEEE Access, 2020.

M. W. L. Moreira, J. J. P. C. Rodrigues, V. Korotaev, J. Al-Muhtadi, and N. Kumar, “A Comprehensive Review on Smart Decision Support Systems for Health Care.,” IEEE Syst. J., vol. 13, no. 3, pp. 3536–3545, 2019, doi: 10.1109/JSYST.2018.2890121.

D. Nofriansyah, Konsep Data Mining Vs Sistem Pendukung Keputusan. Yogyakarta, 2014.

A. Susanto, L. Latifah, Nuryasin, and A. Fitriyani, “Decision support systems design on sharia financing using Yager’s fuzzy decision model,” 2017 5th Int. Conf. Cyber IT Serv. Manag. CITSM 2017, 2017, doi: 10.1109/CITSM.2017.8089263.

C. Surya, “Sistem Pendukung Keputusan Rekomendasi Penerima Beasiswa Menggunakan Fuzzy Multi Attribute Decision Making (FMADM) Dan Simple Additive Weighting (SAW),” J. Rekayasa Elektr., vol. 11, no. 4, p. 149, 2015, doi: https://Doi.Org/10.17529/Jre.V11i4.2364.

R. Subagio, “Penerapan Metode SAW (Simple Additive Weighting) Dalam Sistem Pendukung Keputusan Untuk Menentukan Penerima Beasiswa,” STMIK Catur Insa. Cendika, pp. 61–68, 2016.

M. Hamid, “Penerapan Metode AHP dan SAW Untuk Sistem Pendukung Keputusan Calon Penerima Beasiswa Pada Global Science,” J. Dintek, no. 11, 2018.

E. T. Cahyani, S. D. Lestari, and H. Hermawan, “Sistem Pendukung Keputusan Bagi Penerima Bantuan Siswa Miskin ( BSM ) Menggunakan Metode Simple Additive Weighting ( SAW ) di SMA Negeri 1 Raren Batuah Kabupaten Barito Timur,” vol. 3, no. 2, pp. 114–118, 2019.

M. Burhanudin, F. Ferdinandus, and M. Bayu, “Sistem Pendukung Keputusan Rekomendasi Penerima Bantuan Siswa Miskin Menggunakan Metode Simple Additive Weighting (Saw),” J. Tek. Inform. Sist. Informasi, dan Ilmu Komputer, Cahaya Tech, vol. 8, no. 2, 2019.

R. D. Mainingsih and M. Hamka, “Sistem Pendukung Keputusan untuk Menentukan Penerima Bantuan Beasiswa dengan Metode AHP dan TOPSIS Decision Support System for Determining the Scholarly Recipients Using,” vol. 18, no. 1, pp. 65–74, 2021.

M. Sianturis and F. Telaumbanua, “Sistem Pendukung Keputusan Pemilihan Karyawan Terbaik dengan Metode AHP dan WASPAS,” Semin. Nas. Sains Teknol. Inf., vol. 3, no. 2, p. 119, 2019, doi: 10.14421/jiska.2018.32-06.

Y. M. Kristania, D. Pratmanto, and S. Aji, “Sistem Penunjang Keputusan Pemilihan Penerima Beasiswa Dengan Metode Analytical Hierarchy Process ( AHP ) Di SMK Era Informatika Tangerang Selatan,” vol. 7, no. 2, 2021.

M. R. Ridho, H. Hairani, K. A. Latif, and R. Hammad, “Kombinasi Metode AHP dan TOPSIS untuk Rekomendasi Penerima Beasiswa SMK Berbasis Sistem Pendukung Keputusan,” J. Tekno Kompak, vol. 15, no. 1, p. 26, 2021, doi: 10.33365/jtk.v15i1.905.




DOI: https://doi.org/10.15408/jti.v15i1.24780 Abstract - 0 PDF - 0

Refbacks

  • There are currently no refbacks.


Copyright (c) 2022 Asafalex Asafalex, M Firmansyah, Muhammad Darwis, Iqnal Shalat SW

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

3rd Floor, Dept. of Informatics, Faculty of Science and Technology, UIN Syarif Hidayatullah Jakarta
Jl. Ir. H. Juanda No.95, Cempaka Putih, Ciputat Timur.
Kota Tangerang Selatan, Banten 15412
Tlp/Fax: +62 21 74019 25/ +62 749 3315
Handphone: +62 8128947537
E-mail: jurnal-ti@apps.uinjkt.ac.id


Creative Commons Licence
Jurnal Teknik Informatika by Prodi Teknik Informatika Universitas Islam Negeri Syarif Hidayatullah Jakarta is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Based on a work at http://journal.uinjkt.ac.id/index.php/ti.

JTI Visitor Counter: View JTI Stats

 Flag Counter