Penerapan Metode Dempster Shafer Pada Sistem Pakar Diagnosa Penyakit Rabies

Authors

  • Juan Veron Christian L Sirait STMIK Royal, Kisaran
  • Iqbal Kamil Siregar STMIK Royal, Kisaran
  • Cecep Maulana STMIK Royal, Kisaran

DOI:

https://doi.org/10.30865/mib.v6i4.4751

Keywords:

Expert System, Diagnosis, Rabies Disease, Dempher Shaper

Abstract

Rabies is a disease caused by the bite of animals such as dogs, cats and bats, if not treated quickly it can cause death. Patients can make a diagnosis for easy treatment of the disease. The number of patients who died because of the bites of animals that transmit Rabies. Animal owners still do not understand the consequences of the bites of the animals they maintain. Advances in expert systems can overcome this problem, namely by designing a web-based computer system that is integrated with databases and programming languages such as PHP-MySQL so that can help people with Rabies to diagnose the symptoms and types of the disease. The purpose of this research is to build an expert system to diagnose web-based Rabies. The application of the expert system in making this decision uses the Dempher Shaper method by generating true and false values on the new and old knowledge bases and comparing them with the weight values in each frame so that the percentage of the disease type is obtained. The result of the system implementation is that the system provides questions in the form of symptoms that must be answered by the patient based on the symptoms experienced by the patient and the results of the process the system will provide information on the type of Rabies Rabies (Prodromal Stage) = with a confidence value of 80.4% and can also obtain a solution.

Author Biography

Juan Veron Christian L Sirait, STMIK Royal, Kisaran

Sistem Informasi

References

P. Noviyanti, C. Suhery, and D. M. Midyanti, “Sistem Pakar Untuk Diagnosa Penyakit Rabies Pada Anjing Menggunakan Metode Fuzzy Mamdani Berbasis Web,†J. Coding Sist. Komput. Untan, vol. 05, no. 2, pp. 77–86, 2017.

M. J. Hakim, C. Adiwiharja, I. Kholil, and A. Sinnun, “Ijns.org Indonesian Journal on Networking and Security - Volume 8 No 3 – 2019,†vol. 8, no. 3, pp. 8–12, 2019.

H. S. Arfajsyah, I. Permana, and F. N. Salisah, “Sistem Pakar Berbasis Android Untuk Diagnosa Penyakit Gigi Dan Mulut,†J. Ilm. Rekayasa dan Manaj. Sist. Inf., vol. 4, no. 2, p. 110, 2018, doi: 10.24014/rmsi.v4i2.5678.

Z. Hakim and R. Rizky, “Sistem Pakar Menentukan Karakteristik Anak Kebutuhan Khusus Siswa Di SLB Pandeglang Banten Dengan Metode Forward Chaining,†Jutis, vol. 7, no. 1, pp. 93–99, 2019.

A. K. Suhendar, “Sistem Pakar Diagnosa Kerusakan Mesin Robot Take Out Menggunakan Metode Forward Chaining Dan Penelusuran Depth First Search ( Studi Kasus : Pt. Dynaplast),†J. Chem. Inf. Model., vol. 110, no. 9, pp. 1689–1699, 2020.

S. Rahmatullah, D. S. Purnia, and A. Suryanto, “Sistem Pakar Untuk Mendiagnosa Penyakit Mata Dengan Metode Forward Chaining,†J. Sentra Penelit. Eng. dan Edukasi, vol. 10, no. 2, pp. 1–7, 2018.

D. Maulina, “Metode Certainty Factor Dalam Penerapan Sistem Pakar Diagnosa Penyakit Anak,†J. Inf. Syst. Manag., vol. 2, no. 1, pp. 23–32, 2020, doi: 10.24076/joism.2020v2i1.171.

I. Technology, C. Science, A. Personality, and F. Chaining, “No Title,†vol. 3, 2020.

Kementerian Kesehatan Republik Indonesia, “Buku Petunjuk Teknis Rabies Center.†pp. 1–47, 2017.

C. Kesuma and D. N. Kholifah, “Sistem Informasi Akademik Berbasis Web Pada Lkp Rejeki Cilacap,†EVOLUSI J. Sains dan Manaj., vol. 7, no. 1, pp. 82–88, 2019, doi: 10.31294/evolusi.v7i1.5026.

Rini, “SISTEM INFORMASI PENGOLAHAN DATA PENANGGULANGAN BENCANA PADA KANTOR BADAN PENANGGULANGAN BENCANA DAERAH (BPBD) KABUPATEN,†vol. 3, no. 2, p. 2, 2016.

T. F. Parlaungan S. and D. Wisnu, “Rancang Bangun Sistem Pengidentifikasi Travel Bag Pada Kelompok Biro Perjalanan Umroh/Haji Berbasis Web,†J. Teknol. dan Komun. STMIK Subang, vol. 13, no. 1, pp. 26–40, 2020, doi: 10.47561/a.v13i1.167.

Dio, “RANCANG BANGUN E – VOTING BERBASIS WEBSITE DI UNIVERSITAS NEGERI SURABAYA Dio Lavarino D3 Manajemen Informatika, Fakultas Teknik, Universitas Negeri Surabaya, dio.lavarino@gmail.com Wiyli Yustanti Jurusan Teknik Informatika, Fakultas Teknik, Universitas N,†vol. 6, p. 2, 2016.

S. R. U. A. S. Andy Antonius Setiawan, Arie S.M. Lumenta, “Rancang Bangun Aplikasi Unsrat E-Catalog,†J. Tek. Inform., vol. 14, no. 4, pp. 1–9, 2019.

A. Ismail, F. Sumarsono, Nuryana, and T. Kurniawan, “Perancangan Website Data Karyawan Dengan menggunakan PHP dan MYSQL,†J. Sist. basis data, no. January, pp. 1–8, 2019.

L. Pkl, P. Devisi, and H. Pt, “2) 1,2,†vol. 2, no. 2, pp. 12–26, 2018.

S. Julianto and S. Setiawan, “Perancangan Sistem Informasi Pemesanan Tiket Bus Pada Po. Handoyo Berbasis Online,†Simatupang, Julianto Sianturi, Setiawan, vol. 3, no. 2, pp. 11–25, 2019.

S. A. Saputera and E. Yunita, “JSAI , Volume 2 Nomor 2 , Juni 2019 Desain Sistem Edutaiment Berbasis Web di Sekolah Menengah Atas ISSN : 2614-3062 ; E-ISSN : 2614-3054,†vol. 2, pp. 177–184, 2019.

J. K. L. Y. Km and N. T. Mulia-medan, “SISTEM PAKAR DIAGNOSA AWAL GANGGUAN ATTENTION DEFICIT HYPERACTIVITY DISORDER PADA ANAK DENGAN METODE CERTAINTY FACTOR Universitas Potensi Utama Kurangnya pengetahuan publik tentang perilaku abnormal berakibat perilaku-perilaku abnormal yang ada dan tampak,†vol. 2, no. 2, pp. 9–19, 2018.

F. Suryani, “HYPERACTIVITY DISORDER PADA ANAK,†pp. 978–979, 2018.

E. D. Hulaifah, H. Nasution, H. H. Anra, P. Studi, and I. Universitas, “Sistem Pakar Untuk Menentukan Tipe Gangguan ADHD Pada Anak Dengan Metode Naive Bayes,†pp. 1–4.

R. Ardiansyah, “SISTEM PAKAR UNTUK DIAGNOSA AWAL PENYAKIT LAMBUNG MENGGUNAKAN METODE DEMPSTER-SHAFER BERBASIS WEB LAMBUNG MENGGUNAKAN METODE DEMPSTER-SHAFER,†no. July, 2020, doi: 10.35760/tr.2019.v24i3.2395.

Supardi,Yuniar dan Hermawan, Ading. (2018). Semua Bisa Menjadi Programmer

CideIgniter Basic. Jakarta: PT. Elex Media Komputindo..

Sidik, Betha. (2017). Pemrograman Web dengan PHP7. Bandung: InformatikaBandung.

S. Arfyantina and Sarjono, “Analisis Dan Perancangan Sistem Pakar Untuk Mendiagnosa Penyakit Vertigo Dengan Metode Dempster Shafer,†… Manaj. Sist. Inf., vol. 6, no. 1, pp. 43–54, 2021, [Online]. Available: http://ejournal.stikom-db.ac.id/index.php/manajemensisteminformasi/article/view/10021

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Published

2022-10-25