Expert System Diagnosa Anak Penderita Autism Dengan Metode Forward Chaining Menggunakan Bahasa Pemograman Java Dan Database MySQL

Eva Oktavia; Yane  Ramadini; Widya  Wahyuni

doi:10.55382/jurnalpustakaai.v5i2.1239

Penulis

Eva Oktavia Politeknik Negeri Padang
Yane Ramadini Universitas Putra Indonesia "YPTK" Padang
Widya Wahyuni Politeknik Negeri Padang

DOI:

https://doi.org/10.55382/jurnalpustakaai.v5i2.1239

Kata Kunci:

: sistem pakar, autisme, forward chaining, diagnosa, UPTD layanan disabilitas

Abstrak

Autism Spectrum Disorder (ASD) is a developmental disorder that affects communication, social interaction, and behavior. In Indonesia, autism diagnostic services still rely entirely on experts, thus limiting service effectiveness, particularly at the Disability Services and Inclusive Education Unit (UPTD). This study aims to develop an expert system based on the forward chaining method to diagnose autism quickly, precisely, and accurately. The methods used include data collection through field observations, interviews with experts, and literature review. The system was built using the Java programming language and a MySQL database, with 46 symptoms and four types of disorders as its knowledge base. The inference process was carried out using if-then rules and forward chaining techniques to generate initial diagnoses and recommendations. The results showed that this expert system was capable of independently diagnosing based on user symptom input and producing diagnostic output with high efficiency. This system also simplifies the expert's task because it can be used as an aid, not a replacement, in the diagnostic process. In conclusion, the expert system developed can improve service effectiveness, accelerate the diagnostic process, and reduce dependence on the presence of in-person experts. This system can be an innovative solution to support technology-based inclusive services.

Keywords: expert system, autism, forward chaining, diagnosis, UPTD disability services

Unduhan

Data unduhan belum tersedia.

Referensi

Sartini, “1 , 2 1,2,” vol. 08, pp. 1348–1363, 2024.

Layla Putri Amalya, Anggi Khoiriyyah Putri, and Wahyu Aulia Zalsini, “Penyandang Autisme Yang Berhasil Meraih Gelar Sarjana,” J. Sains Farm. Dan Kesehat., vol. 2, no. 1, pp. 38–41, 2024, doi: 10.62379/jfkes.v2i1.1212.

S. Dewi and S. Morawati, “Gangguan Autis pada Anak,” Sci. J., vol. 3, no. 6, pp. 404–417, 2024, doi: 10.56260/sciena.v3i6.177.

J. T. Elektro, P. N. Sriwiaya, J. Srijaya, N. Bukit, K. Palembang, and S. Selatan, “Kecerdasan buatan untuk tantrum pada anak autis,” vol. 13, no. 3.

C. Edwards, A. M. A. Love, S. C. Jones, R. Y. Cai, B. T. H. Nguyen, and V. Gibbs, “‘Most people have no idea what autism is’: Unpacking autism disclosure using social media analysis,” Autism, vol. 28, no. 5, pp. 1107–1119, 2024, doi: 10.1177/13623613231192133.

A. Mohammadiounotikand and S. Babaeitarkami, “Understanding Autism: Dispelling Myths and Embracing Neurodiversity,” Eur. J. Med. Heal. Sci., vol. 6, no. 4, pp. 109–117, 2024, doi: 10.34104/ejmhs.024.01090117.

Risna Esa Salsabila and Stephani Raihana Hamdhan, “Studi Literatur Stigma pada Anak Autis,” Bandung Conf. Ser. Psychol. Sci., vol. 4, no. 1, pp. 488–494, 2024, doi: 10.29313/bcsps.v4i1.10097.

V. P. Punnoose, “Psychiatrist’s Perspective: Invited Commentary on ‘Early Diagnosis and Intervention for Autism Spectrum Disorder: Need for Pediatrician-Child Psychiatrist Liaison,’” Indian J. Psychol. Med., vol. 41, no. 1, pp. 91–92, 2019, doi: 10.4103/IJPSYM.IJPSYM_490_18.

I. W. S. Wiranjaya, M. S. Pasek, A. Wibowo, and C. P. Airawata, “Hubungan Derajat Keparahan Autism Spectrum Disorder Dengan Indeks Prestasi Akademik Siswa Slb Negeri 2 Buleleng Tahun Ajaran 2023-2024,” Prepotif J. Kesehat. Masy., vol. 8, no. 3, pp. 6447–6460, 2024, doi: 10.31004/prepotif.v8i3.36679.

Jai Chaudhary, Nishant Parmar, and Dr. Ashima Mehta, “Artificial Intelligence and Expert Systems,” Int. J. Adv. Res. Sci. Commun. Technol., pp. 535–546, 2024, doi: 10.48175/ijarsct-15988.

A. Syaputra and D. Setiadi, “Sistem Pakar Diagnosa Kerusakan Sepeda Motor Yamaha Matic Menggunakan Metode Forward Chaining,” Jusikom J. Sist. Komput. Musirawas, vol. 5, no. 2, pp. 126–135, 2020, doi: 10.32767/jusikom.v5i2.1039.

L. Elfianty and J. Wahyudi, “Sistem Pakar Deteksi Penyakit Tanaman Jeruk yang disebabkan oleh Bakteri,” J. Tek. Inform. UNIKA St. Thomas, vol. 06, pp. 316–324, 2021, doi: 10.54367/jtiust.v6i2.1546.

I. Fathoni Amri, T. Wahyu Utami, Q. Pranandira Rilvandri, and A. Suherdi, “Sistem Pakar Tertib Administrasi Kependudukan Desa Katonsari Provinsi Jawa Tengah Menggunakan Metode Forward Chaining Systems,” LOSARI J. Pengabdi. Kpd. Masy., vol. 6, no. 1, pp. 1–10, 2024, doi: 10.53860/losari.v6i1.199.

Á. Rocha and S. Anwar, “The journal of knowledge engineering special issue on WorldCist’17—fifth world conference on information systems and technologies,” Expert Syst., vol. 36, no. 3, pp. 1–3, 2019, doi: 10.1111/exsy.12414.

M. Sari, S. Defit, and G. W. Nurcahyo, “Sistem Pakar Deteksi Penyakit pada Anak Menggunakan Metode Forward Chaining,” J. Sistim Inf. dan Teknol., vol. 2, pp. 130–135, 2020, doi: 10.37034/jsisfotek.v2i4.34.