Sistem Pakar Diagnosis Stunting pada Balita Menggunakan Metode Forward Chaining dan Logika Fuzzy Sugeno

Authors

  • Putri Rizky Ananda Universitas Islam Negeri Sumatera Utara
  • Sriani Sriani Universitas Islam Negeri Sumatera Utara

DOI:

https://doi.org/10.32493/jtsi.v7i1.38245

Keywords:

Stunting; Toddler; Diagnosis; Forward Chaining; Fuzzy Logic Sugeno

Abstract

Stunting is still a serious problem for children in Indonesia. In one area, especially Batubara Regency at the Pematang Panjang Community Health Center, in this area treatment for this disease must continue. This research was carried out with the aim of making stunting diagnosis more easily using the WEB site. By applying the Forward Chaining method and Sugeno's Fuzzy Logic. Based on the research results, it appears that Forward Chaining is a livelihood method that begins with fact analysis, while Sugeno's Fuzzy Logic can determine its ability to provide disease diagnoses. Based on 122 data on stunted toddlers obtained, the final diagnostic results showed that there were 106 data on toddlers who were declared stunted and 16 toddlers who were declared normal. From the 122 data, data was obtained with details of toddlers being at risk of stunting at a high level of (57%), followed by a very high risk level for stunting (26%) and a low risk level for stunting (17%).

References

Andrianof, H. (2022). Sistem Pakar Stunting Pada Balita Menggunakan Metode Forward Channing & Naive Bayes. Jurnal Sains Informatika Terapan, 1(2), 115–119. https://rcf-indonesia.org/jurnal/index.php/jsit/article/view/83

Ashari, & Muniar, A. Y. (2016). Penerapan Sistem Pakar Untuk Mendiagnosan Penyakit Pencernaan dengan Pengobatan Bahan Alami. Seminar Nasional Sains Dan Teknologi 2016 Fakultas Teknik Universitas Muhammadiyah Jakarta.

Azwansyah, D., Marpaung, N., Prodi Sistem Informasi, M., Royal, S., & STMIK Royal, D. (2021). Diagnosis Kebutuhan Gizi Pada Balita Melalui Penerapan Sistem Pakar Menggunakan Metode Forward Chaining. Jurnal Informatika Kaputama (JIK), 5(2), 424–428. https://doi.org/10.1234/JIK.V5I2.617

Irfan, M. S. (2016). Implementasi Logika Fuzzy Inference System Metode Sugeno pada Penentuan Jumlah Produksi Sarung.

Kusbianto, D., Ardiansyah, R., & Hamadi, D. A. (2017). Implementasi Sistem Pakar Forward Chaining untuk Identifikasi dan Tindakan Perawatan Jerawat Wajah. Jurnal Informatika Polinema, 4(2407-070X), 71–81.

Mauliza, Ula, M., Fitri, Z., Razaqa Sakinah, T., & Rahmad Zainal, M. (2022). Penyuluhan Pentingnya Status Gizi Anak dan Stunting Di Desa Uteunkot Kecamatan Muara Dua Kota Lhokseumawe. RAMBIDEUN : Jurnal Pengabdian Kepada Masyarakat , 5(3), 271–280. https://doi.org/10.51179/PKM.V5I3.1471

Pradana, A. G., & Nita, S. (2019). Rancang Bangun Game Edukasi “AMUDRA”Alat Musik Daerah Berbasis Android. Prosiding Seminar Nasional Teknologi Informasi Dan Komunikasi (SENATIK), 2(1), 49–53. http://prosiding.unipma.ac.id/index.php/SENATIK/article/view/1062

Ricardo, R. (2021). Sistem Pakar Diagnosa Vitiligo Menerapkan Metode Fuzzy Sugeno. KLIK: Kajian Ilmiah Informatika Dan Komputer, 1(6), 253–256. https://djournals.com/klik/article/view/179

Tampubolon, S. (2022). RESOLUSI: Rekayasa Teknik Informatika dan Informasi Sistem Pakar Diagnosa Penyakit Skistosomiasis Menggunakan Kombinasi Forward Chaining Dan Fuzzy Logic Takagi Sugeno Kang. Media Online, 2(3), 128–131. https://djournals.com/resolusi

Wajidi, F., & Nur, D. N. (2021). Sistem Pakar Diagnosis Penyakit Stunting pada Balita menggunakan Metode Forward Chaining. Jurnal Informatika Universitas Pamulang, 6(2), 401–407. https://doi.org/10.32493/informatika.v6i2.11938

Jurnal Teknologi Sistem Informasi dan Aplikasi Vol. 7 No. 1 Januari 2024

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Published

2024-01-30

How to Cite

Ananda, P. R., & Sriani, S. (2024). Sistem Pakar Diagnosis Stunting pada Balita Menggunakan Metode Forward Chaining dan Logika Fuzzy Sugeno. Jurnal Teknologi Sistem Informasi Dan Aplikasi, 7(1), 200–216. https://doi.org/10.32493/jtsi.v7i1.38245

Issue

Vol. 7 No. 1 (2024): Jurnal Teknologi Sistem Informasi dan Aplikasi

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Article

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Copyright (c) 2024 Putri Rizky Ananda, Sriani Sriani

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