Implementasi Metode Fuzzy Sugeno dalam Aplikasi Mobile untuk Analisis Kinerja Sistem Antrian Puskesmas
- Adhelia Febriasari Harahap Politeknik Negeri Sriwijaya, Indonesia
-
Aryanti Aryanti
*
Politeknik Negeri Sriwijaya,
Indonesia
- Nurhajar Anugraha Politeknik Negeri Sriwijaya, Indonesia (*) Corresponding Author
Abstract
The registration process at health centers often faces efficiency issues, causing inconvenience for patients and reducing service productivity. Puskesmas is one such health facility that faces long queue problems almost every day, impacting the quality of service. This study aims to design and develop a health center queuing system based on the Internet of Things (IoT), allowing online registration through a mobile application based on Android and more efficient ticket acquisition. The Fuzzy Sugeno method is applied to evaluate and improve the performance of the queuing system. This application also provides notifications to patients about the time to enter the targeted clinic, thereby reducing waiting times and preventing loss of queue numbers. The implementation of the Fuzzy Sugeno method at Puskesmas has shown significant results in various service aspects. The average patient waiting time decreased from 90 minutes to 40 minutes, reflecting a reduction of 55.6%. Patient satisfaction increased from 3.2 to 4.5 on a scale of 5, or by 40.6%. Registration efficiency improved, with the time required decreasing from 10 minutes to 4 minutes per patient, resulting in a 60% increase in efficiency. Additionally, the service capacity increased, with the number of patients served per day rising from 70 to 100 patients, indicating an increase of 42.8%. The implementation of this technology has succeeded in creating more responsive, effective, and productive health services at Puskesmas, providing a positive impact on the community as a whole.
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References
P. M. Purba, A. Cipta Amandha, R. H. Purnama, dan A. Ikhwan, “Analisis Keamanan Website Prodi Sistem Informasi UINSU Menggunakan Metode Application Scanning,” Jurnal Sistem Informasi UINSU, 2022. [Online]. Available: https://si.uinsu.ac.id/
A. Nurkholis, E. R. Susanto, dan S. Wijaya, “Penerapan Extreme Programming dalam Pengembangan Sistem Informasi Manajemen Pelayanan Publik,” Jurnal Teknologi Informasi, vol. 1, no. 1, pp. 1-10, 2021.
A. Ikhwan dan D. A. P. Lubis, “Perancangan Sistem Informasi Laporan Pengaduan Masyarakat Berbasis WEB pada Dinas ESDM SUMUT,” Hello World Jurnal Ilmu Komputer, vol. 2, no. 1, pp. 1–13, Jan. 2023, doi: 10.56211/helloworld.v2i1.193.
F. Hari Utami, “Aplikasi Pelayanan Antrian Pasien Menggunakan Metode FCFS Menggunakan PHP dan MySQL,” Jurnal Media Infotama, vol. 18, no. 1, p. 341139, 2022.
G. Mohammad, H. Handayani, I. Ariyani, dan D. E. Prasetyo, “Analisis Antrean dalam Pengoptimalan Pelayanan Puskesmas (Studi Kasus: Puskesmas Tahunan Jepara),” Jurnal Pelayanan Publik, vol. 5, no. 2, pp. 1-12, 2022.
S. Milanda et al., “Pengaruh Sistem Antrian dan Pelayanan dalam Meningkatkan Efektivitas Pelayanan Pasien Rawat Jalan di Puskesmas Madising Na Mario Kota Parepare,” Jurnal Manajemen Kesehatan, 2019. [Online]. Tersedia: http://jurnal.umpar.ac.id/index.php/makes
L. Rahmi, E. Asoka, dan M. Afdhaluddin, “Perancangan Sistem Informasi Antrian Pasien Puskesmas X,” Journal Computer Science and Information Systems: J-Cosys, vol. 3, no. 2, Jul. 2023, doi: 10.53514/jco.v3i2.418.
A. T. A. I. R. M. F. Widha Pangesti Norcahyani, “Rancang Bangun Sistem Antrian Otomatis Pelayanan Kesehatan UOBF Puskesmas Kedawung Wetan Berbasis Web Menggunakan Arduino dan ESP32,” Jurnal Krisnadana, vol. 2, no. 1, e-ISSN 2808-3563, p-ISSN 2808-3520, 2022.
A. Christian, A. Yani, K. Indriani, dan H. Nurdin, “Model Implementasi Logika Fuzzy untuk Penilaian Kinerja Karyawan IT Support,” Jurnal Sistem Informasi dan Informatika (Simika), vol. 5, pp. 2622–6901, 2022.
A. W. Alwendi and K. Samosir, “PENGEMBANGAN DAN IMPLEMENTASI METODE FUZZY MAMDANI UNTUK PENILAIAN KINERJA PENELITIAN DOSEN,” Jurnal Teknik Informasi dan Komputer (Tekinkom), vol. 5, no. 2, p. 333, Dec. 2022, doi: 10.37600/tekinkom.v5i2.533
M. D. Pop, D. Pescaru, and M. V. Micea, “Mamdani vs. Takagi-Sugeno Fuzzy Inference Systems in the Calibration of Continuous-Time Car-Following Models,” Sensors (Basel), vol. 23, no. 21, Oct. 2023, doi: 10.3390/s23218791.
K. Chrysafiadi, “Fuzzy Logic,” 2023, pp. 2–24. doi: 10.1007/978-3-031-44457-9_1.
S. N. Shahbazova, M. Sugeno, and J. Kacprzyk, Eds., Recent Developments in Fuzzy Logic and Fuzzy Sets, vol. 391. Cham: Springer International Publishing, 2020. doi: 10.1007/978-3-030-38893-5.
R. Sastra, “Implementasi Diagram UML (Unified Modelling Language) Pada Perancangan Sistem Informasi Penggajian,” Jurnal Teknik Komputer AMIK BSI, vol. 7, no. 1, 2021, doi: 10.31294/jtk.v4i2.
A. A. Ihsan, U. Hidayati, and M. Mardinawati, “ANALISIS KUALITAS WEBSITE DENGAN METODE WEBQUAL 4.0 DAN IMPORTANCE PERFORMANCE ANALYSIS,” KEUNIS, vol. 10, no. 2, p. 29, Jul. 2022, doi: 10.32497/keunis.v10i2.3519.
A. D. Ningsih and N. Khikmah, “UJI ANTIBAKTERI MASKER KEFIR SUSU KAMBING PADA Staphylococcus epidermidis SECARA IN VITRO,” Jurnal Penelitian Saintek, vol. 25, no. 1, pp. 53–61, May 2020, doi: 10.21831/jps.v25i1.29988.
W. Welda, D. M. D. U. Putra, and A. M. Dirgayusari, “Usability Testing Website Dengan Menggunakan Metode System Usability Scale (Sus)s,” International Journal of Natural Science and Engineering, vol. 4, no. 3, pp. 152–161, Nov. 2020, doi: 10.23887/ijnse.v4i2.28864.
R. Wati Sekolah Tinggi Manajemen Informatika dan Komputer Sumedang, “Analisis Usability Pada Aplikasi WhatsApp.” [Online]. Available: https://www.researchgate.net/publication/337386339
M. A. Chamida, A. Susanto, and A. Latubessy, “ANALISA USER ACCEPTANCE TESTING TERHADAP SISTEM INFORMASI PENGELOLAAN BEDAH RUMAH DI DINAS PERUMAHAN RAKYAT DAN KAWASAN PERMUKIMAN KABUPATEN JEPARA,” Indonesian Journal of Technology, Informatics and Science (IJTIS), vol. 3, no. 1, pp. 36–41, Dec. 2021, doi: 10.24176/ijtis.v3i1.7531.
S. Fadly Nurlana, R. Firliana, T. Andriyanto, and S. F. Nurlana, “Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) 1216 Sistem Informasi Manajemen Infrastruktur IT Penulis Korespondensi,” Online, 2023.
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