Prediksi Tingkat Kepuasan Pasien Terhadap Pelayanan Fisioterapi Menggunakan Metode Algoritma C4.5

Authors

  • Eugene Florencia Universitas Bina Sarana Informatika
  • Anta Noviandri Universitas Bina Sarana Informatika
  • Satrio N. P Universitas Bina Sarana Informatika
  • Zidni Ilman Khatami Universitas Bina Sarana Informatika
  • Cut Aida Rahmania Universitas Bina Sarana Informatika

DOI:

https://doi.org/10.59581/jusiik-widyakarya.v2i1.2041

Keywords:

Satisfaction Level, Service, Online, Prediction, C4.5 Algorithm

Abstract

In this journal, the level of patient satisfaction with physiotherapy services is predicted using the C4.5 algorithm. The aim of this research is to create a predictive model based on patient feedback to help hospitals or healthcare facilities enhance the quality of physiotherapy services. Data collected from this study includes various variables such as age, patient name or gender, duration of physiotherapy services, health status, and patient name. This data is processed and constructed using the C4.5 algorithm. The research results indicate that the C4.5 algorithm can accurately predict the level of patient satisfaction with physiotherapy services. This model can assist healthcare providers in improving efficiency and patient satisfaction. Furthermore, the model can aid in making better decisions on how to enhance physiotherapy services and ensure patient satisfaction. The conclusions of this research can help healthcare facilities improve physiotherapy services and ensure patient satisfaction

References

Indah, Y. (2022). Prediksi Tingkat Kepuasan Pelayanan Online Menggunakan Metode Algoritma C4.5. Jurnal Informatika Ekonomi Bisnis, 59–64. https://doi.org/10.37034/infeb.v4i2.99

Putri, S. M., & Arnomo, S. A. (2020a). Penerapan Algoritma C4.5 Untuk Prediksi Kualitas Pelayanan Terhadap Kepuasan Konsumen (Studi Kasus: Hinet Batam). Journal of Information System Research (JOSH), 1(2), 70–76.

Putri, S. M., & Arnomo, S. A. (2020b). Penerapan Algoritma C4.5 Untuk Prediksi Kualitas Pelayanan Terhadap Kepuasan Konsumen (Studi Kasus: Hinet Batam). In Journal of Information System Research (JOSH) (Vol. 1, Issue 2).

Takalapeta, S. (2018). Penerapan Data Mining Untuk Menganalisis Kepuasan Konsumen Menggunakan Metode Algoritma C4.5. J I M P - Jurnal Informatika Merdeka Pasuruan, 3(3), 34–38. https://doi.org/10.37438/jimp.v3i3.186

Tarigan, H. D., Destiawati, F., & Fitriansyah, A. (n.d.). Ethos (Jurnal Penelitian dan Pengabdian Masyarakat): 80-86.

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Published

2023-12-08

How to Cite

Eugene Florencia, Anta Noviandri, Satrio N. P, Zidni Ilman Khatami, & Cut Aida Rahmania. (2023). Prediksi Tingkat Kepuasan Pasien Terhadap Pelayanan Fisioterapi Menggunakan Metode Algoritma C4.5. Jurnal Sistem Informasi Dan Ilmu Komputer, 2(1), 15–20. https://doi.org/10.59581/jusiik-widyakarya.v2i1.2041

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