Perancangan Sistem Pendukung Keputusan dalam Penentuan Program Studi Berbasis Online


  • Nurkhalik Wahdanial Asbara Institut Teknologi dan Bisnis Nobel Indonesia, Makassar, Indonesia
  • Vera Alviani * Mail Universitas Megarezky, Makassar, Indonesia
  • (*) Corresponding Author
Keywords: System; Mamdani Fuzzy Method; Application; Candidate; Data

Abstract

The choice of course of study can be an important decision in a person's life and can have a huge impact on their career and future. Some of the problems that are often faced are lack of information, parental pressure, trends or social pressure, lack of experience, cost of lack of understanding of oneself. Faced with this problem, students may seek help from a counselor or career advisor, do their own research about the course of study, take personality tests, or seek practical experience in a different field.  One solution is The study program determination system is usually carried out by prospective students or students who have completed upper secondary education and want to continue their education to the tertiary level.  The method used is the fuzzy mamdani method.  The Fuzzy Mamdani method uses linguistic rules to transform uncertain or ambiguous inputs or data into more understandable outputs or decisions. This method makes use of the fuzzy set concept, which can handle numerical values with more flexible and linguistically understandable degrees of membership.  The test results of the application are satisfactory accuracy and objectivity values, with parameters (75,60,75). The availability of information is quite satisfactory with parameters (60,60,75), ease of use is quite satisfactory with parameters (60,75,90). Data security is unsatisfactory with parameters (50,75,125,150), feedback and evaluation are unsatisfactory with parameters (50,75,125,150). This research produces applications that can display, detailed information on study programs, provide user status tracking features, and process data on registrants and prospective students making it easier for campus managers to manage and process the data.

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References

A. Wicaksono and N. Aminudin, “Perancangan Sistem Pendukung Keputusan Penentuan Jurusan Siswa Sma Pgri 2 Pringsewu Dengan Menggunakan Metode Analytical Hierarchy Proses (AHP),” PROCIDING KMSI, vol. 5, no. 1, 2017.

R. Setyaningsih, “Penggunaan Metode Fuzzy Mamdani Untuk Rancang Bangun Sistem Pemilihan Program Studi Pada Kampus Amik-Bsi Jakarta,” JITK (Jurnal Ilmu Pengetah. dan Teknol. Komputer), vol. 2, no. 2, pp. 15–21, 2017.

C. F. Azriana, “Upaya Guru Bimbingan dan Konseling dalam Mengarahkan Minat dan Bakat Siswa SMAN Unggul Ali Hasjmy Aceh Besar.” UIN AR-RANIRY, 2019.

P. D. Ariani and D. K. Basuki, “Sistem Pendukung Keputusan Pemilihan Jurusan SMK menggunakan Neuro Fuzzy,” EEPIS Final Proj., 2010.

D. R. Fatih and D. K. Basuki, “DSS Untuk Rekomendasi Pemilihan Jurusan Pada Perguruan Tinggi Bagi Siswa SMU,” EEPIS Final Proj., 2011.

K. Abdul, “Pengenalan sistem informasi,” Penerbit Andi, Yogyakarta, 2014.

J. Hutahaean, Konsep sistem informasi. Deepublish, 2015.

J. Tyoso, “Sistem informasi manajemen,” 2016, Accessed: Mar. 07, 2023. [Online]. Available: https://books.google.com/books?hl=id&lr=&id=0sKIDwAAQBAJ&oi=fnd&pg=PP7&dq=pengertian+informasi&ots=GezXAcTtIu&sig=XzdDWAbtDhP3FgYgHZ6EwtD_J2I

E. Turban, Decision support and business intelligence systems. Pearson Education India, 2011.

H. S. Permatasari, A. Suyatno, and A. H. Kridalaksana, “Sistem Pendukung Keputusan Pemilihan Program Studi Di Universitas Mulawarman Menggunakan Metode Tsukamoto (Studi Kasus: Fakultas MIPA),” Inform. Mulawarman J. Ilm. Ilmu Komput., vol. 10, no. 1, pp. 32–37, 2016.

N. W. Asbara and S. Syuryadi, “Penerapan Metode MFEP (Multifactor Evaluation Process) Dalam Seleksi Karyawan,” J. Sist. Komput. dan Inform., vol. 3, no. 4, 2022.

I. Iancu, “A Mamdani Type Fuzzy Logic Controller,” E. P. Dadios, Ed. Rijeka: IntechOpen, 2012, p. Ch. 16. doi: 10.5772/36321.

H. Rohayani, “Analisis sistem pendukung keputusan dalam memilih program studi menggunakan metode logika fuzzy,” JSI J. Sist. Inf., vol. 5, no. 1, 2013.

C. N. Priatni, “Sistem Untuk Menentukan Pilihan Pada Program Studi Menggunakan Fuzzy Multiple Attribute Decision Making (FMADM) Dengan Simple Additive Weighting (SAW)(Studi Kasus: POLTEKES Permata Indonesia Yogyakarta),” INFORMAL Informatics J., vol. 2, no. 1, pp. 54–63, 2017.

A. R. Sinaga, “Aplikasi Jaringan Syaraf Tiruan untuk penentuan konsentrasi program studi bagi calon Mahasiswa baru STMIK BUDIDARMA MEDAN,” Pelita Inform. Budi Darma, vol. 11, no. 2, pp. 1–4, 2012.

S. Mulyani, Metode Analisis dan perancangan sistem. Abdi Sistematika, 2017.

S. R. Ningsih et al., Perancangan Basis Data. Yayasan Kita Menulis, 2022.

I. R. Dhaifullah, A. A. Salsabila, and M. A. Yaqin, “Survei Teknik Pengujian Software,” J. Autom. Comput. Inf. Syst., vol. 2, no. 1, pp. 31–38, 2022.

T. A. Kurniawan, “Pemodelan use case (UML): evaluasi terhadap beberapa kesalahan dalam praktik,” J. Teknol. Inf. dan Ilmu Komput, vol. 5, no. 1, p. 77, 2018.

I. S. Kurniawan, U. S. Tamansiswa, M. Harsono, and U. S. Maret, “Dukungan Organisasi yang Dirasakan: Anteseden, Proses, dan Hasil Perceived Organizational Support: Antecedents, Processes, Outcomes,” JMO J., vol. 12, no. 1, pp. 67–80, 2021.


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Article History
Submitted: 2023-03-16
Published: 2023-04-30
Abstract View: 526 times
PDF Download: 419 times
How to Cite
Asbara, N., & Alviani, V. (2023). Perancangan Sistem Pendukung Keputusan dalam Penentuan Program Studi Berbasis Online. Journal of Information System Research (JOSH), 4(3), 988-997. https://doi.org/10.47065/josh.v4i3.3241
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