The Sistem Pakar Deteksi Down Syndrome pada Balita Menggunakan Dempster Shafer dengen Penelusuran Forward Chaining

  • Rianti Surya Sukatma Singaperbangsa Karawang University
  • Apriade Voutama Universitas Singaperbangsa Karawang
  • Rini Mayasari Universitas Singaperbangsa Karawang
Keywords: Expert System, Dempster Shafer, Down Syndrome, Forward Chaining, Website.

Abstract

Down Syndrome is one of the genetic disorders that begins from the development of the fetus in pregnant women. This is due to the different number of chromosomes 21 than usual. This Down Syndrome results in a delay in the growth and development of the child both psychologically and psychically. The appearance of Down Syndrome is very characteristic of facial figures. However, many parents do not know for sure about this. This expert system of detection of Down Syndrome in toddlers has expert knowledge of pediatric specialists who can help parents to realize if the child has the characteristics of Down Syndrome. The mathematical calculation of the diagnosis of Down Syndrome uses Dempster Shafer which is closely related to uncertainty. This is because for the validation of Down Syndrome, you must do a chromosome test test in the hospital. The Down Syndrome detection expert system is website-based with Forward Chaining tracing. The system will calculate the percentage of diagnoses based on the answers to the symptoms selected by the parents and produce an output in the form of the highest percentage of confidence from the existing calculations.

References

Andriansyah, M. F., Yusup, D., & Voutama, A. (2021). SISTEM PAKAR DETEKSI DINI COVID-19 MENGGUNAKAN METODE NAÏVE BAYES BERBASIS WEBSITE. Journal of Information Technology and Computer Science(INTECOMS), 4, 10. https://scholar.google.co.id/citations?view_op=view_citation&hl=id&user=VfOmYsgAAAAJ&cstart=20&pagesize=80&citation_for_view=VfOmYsgAAAAJ:Se3iqnhoufwC

Haviluddin. (2011). Memahami Penggunaan UML (Unified Modelling Language). Jurnal Informatika Mulawarman, 6(1), 15. http://e-journals.unmul.ac.id/index.php/JIM/article/view/16/pdf

Leonita, C., & Sevani, N. (2015). Web Untuk Deteksi Dini Tingkat Retardasi Down Syndrome Pada Anak. Jurnal Teknik Informatika Dan Sistem Informasi, 1. https://journal.maranatha.edu/index.php/jutisi/article/view/564/560

Pamungkas, B. A., Voutama, A., Sari, B. N., & Susilawati. (2021b). SISTEM PAKAR DETEKSI DINI HIV/AIDS DENGAN METODEFORWARD CHAININGDAN CERTAINTY FACTOR. Journal of Information Technology and Computer Science(INTECOMS), 4, 11. https://scholar.google.co.id/citations?view_op=view_citation&hl=id&user=VfOmYsgAAAAJ&cstart=20&pagesize=80&citation_for_view=VfOmYsgAAAAJ:Tyk-4Ss8FVUC

Prof. dr. Sultana MH Faradz, P. (2016). Mengenal Sindrom Down, Panduan Untuk Orang Tua & Profesional. Undip Press. https://inashg.org/wp-content/uploads/2021/03/BUKU-SINDROM-DOWN_Prof-dr-Sultana-MH-Faradz-PhD_signed.pdf

Purnomo, A. (2017). SISTEM PAKAR MENENTUKAN TERAPI YANG TEPAT BAGI ANAK PENDERITA DOWN SYNDROME DENGAN METODE FORWARD CHAINING [Universitas Muhammadiyah Purwokerto]. http://repository.ump.ac.id/4461/

Puspitasari, T., Susilo, B., & Coastera, F. F. (2016). IMPLEMENTASI METODE DEMPSTER-SHAFERDALAM SISTEM PAKAR DIAGNOSA ANAK TUNAGRAHITA BERBASIS WEB. Jurnal Rekursif, 4(1). https://ejournal.unib.ac.id/rekursif/article/view/949/794

Putri, S. D. P. (2014). DUKUNGAN SOSIAL YAYASAN PERSATUAN ORANG TUA ANAK DENGAN DOWN SYNDROME (POTADS) KEPADA PARA ORANG TUA ANAK DOWN SYNDROME. https://repository.uinjkt.ac.id/dspace/bitstream/123456789/26935/1/SHABRINA DWI PITARINI PUTRI-FDK.pdf

Rahmah, S. A., Voutama, A., & Susilawati. (2021b). SISTEM PAKAR DIAGNOSIS OBESITAS PADA ORANG DEWASA MENGGUNAKAN METODE BACKWARD CHAINING. Journal of Information Technology and Computer Science(INTECOMS), 4, 9. https://scholar.google.co.id/citations?view_op=view_citation&hl=id&user=VfOmYsgAAAAJ&citation_for_view=VfOmYsgAAAAJ:eQOLeE2rZwMC

Rohmat, A., Dermawan, B. A., Voutama, A., & Gunadi, B. (2021). Sistem Pakar Penentuan Jenis Budidaya Ikan Air Tawar Berdasarkan Lokasi dan Kualitas Air. Jurnal Teknologi Dan Informasi (JATI), 11, 15. https://scholar.google.co.id/citations?view_op=view_citation&hl=id&user=VfOmYsgAAAAJ&citation_for_view=VfOmYsgAAAAJ:ufrVoPGSRksC

Simamora, S. A., Erwansyah, K., & Pane, U. F. S. S. (2021). Sistem Pakar Untuk Mendiagnosa Penyakit Down Syndrome Menggunakan Metode Dempster Shafer. CyberTech, 1, 10. https://ojs.trigunadharma.ac.id/index.php/jct/article/view/4514

Yunitasari, Voutama, A., & Sulistiyowati, N. (2021a). Perbandingan Metode Certainty Factor dan Dempster Shafer untuk Sistem Pakar Depresi Pasca Melahirkan. Techno.COM, 20, 10. https://scholar.google.co.id/citations?view_op=view_citation&hl=id&user=VfOmYsgAAAAJ&citation_for_view=VfOmYsgAAAAJ:WF5omc3nYNoC

Published
2022-12-09
How to Cite
Sukatma, R., Voutama, A., & Mayasari, R. (2022). The Sistem Pakar Deteksi Down Syndrome pada Balita Menggunakan Dempster Shafer dengen Penelusuran Forward Chaining. Jurnal Ilmiah Wahana Pendidikan, 8(23), 400-414. https://doi.org/10.5281/zenodo.7417115

Most read articles by the same author(s)