Early Detection Of Development To Children Aged 0 – 24 Months With Developmental Pre-screening Questionnaire Model Using Certainty Factor Method

Indah  Qurrothul Uyun; Wiryawan I Gede; Mukhamad Angga  Gumilang; Nugroho  Setyo Wibowo

doi:10.35746/jtim.v4i2.231

Indah Qurrothul Uyun Politeknik Negeri Jember
Wiryawan I Gede Politeknik Negeri Jember
Mukhamad Angga Gumilang Politeknik Negeri Jember
Nugroho Setyo Wibowo Politeknik Negeri Jember

DOI: https://doi.org/10.35746/jtim.v4i2.231

Keywords: Expert System, Child Development, KPSP, Certainty Factor

Abstract

An expert system is a computer application designed to help solve specific problems, one of which is the problem of developmental deviations in children aged 0-24 months. This expert system aims to detect early whether the child has deviations from his development by selecting a questionnaire according to the user's baby age. Method, The expert system in this study uses the Certainty Factor. The calculation method aims to determine the percentage of possible developmental deviations in children. This study's results obtained the accuracy of the expert system method of 100% from 75 experiments carried out directly by experts.

Downloads

Download data is not yet available.

References

[1] V. L. Gumiri, D. Puspitaningrum, and Ernawati, “Sistem pakar klasifikasi status perkembangan anak usia dini dengan metode naive bayes classifer berbasis DDST rules,” J. Rekursif, vol. 3, no. 2, pp. 107–122, 2015, [Online]. Available: https://ejournal.unib.ac.id.
[2] N. Apriningrum, C. Carudin, and M. A. Rahayu, “Rancang Bangun Aplikasi KPSP Berbasis Android Bagi Anak Balita Sampai Pra Sekolah di Kabupaten Karawang,” J. Sist. dan Teknol. Inf., vol. 6, no. 4, p. 200, 2018, doi: 10.26418/justin.v6i4.27385.
[3] Solihati, I. Rusmita, and R. P. Sari, “Hubungan Pola Asuh Orang Tua Terhadap Perkembangan Motorik Kasar Anak Balita Usia 1-3 Tahun Di Posyandu Dadap Indah Kabupaten Tangerang Tahun 2021,” Nusant. Hasana J., vol. 1, no. 8, pp. 123–128, 2022.
[4] A. K. Karim, Z. Zulfitriani, and K. Khuzaifah, “Penyuluhan Kesehatan tentang Stimulasi Tumbuh Kembang Balita,” J. Pengabdi. Bidan Nasuha, vol. 2, no. 1, pp. 24–29, 2021, doi: 10.33860/jpbn.v2i1.512.
[5] I. G. Wiryawan, H. Oktava, E. Mulyadi, P. Destarianto, and K. Agustianto, “Analysis of Upper Arm Circumference Using Statistical Approach as a Risk Factor of Stunting Cases,” in Proceedings of the First International Conference on Social Science, Humanity, and Public Health (ICOSHIP 2020), 2021, vol. 514, pp. 69–73, doi: 10.2991/assehr.k.210101.016.
[6] D. S. H. Putra, I. G. Wiryawan, E. R. Pristiwaningsih, E. Mulyadi, P. Destarianto, and K. Agustianto, “Development of Malnutrition Early Detection Application in Toddlers based on Geographic Information System,” Proc. 2nd Int. Conf. Soc. Sci. Humanit. Public Heal. (icosh. 2021), vol. 645, no. Icoship 2021, pp. 175–181, 2022, doi: 10.2991/assehr.k.220207.028.
[7] V. F. Dr. Vladimir, “Perancangan dan Implementasi Sistem Pakar Diagnosis Gangguan Kepribadian Menggunakan Metode Certainty Factor Berbasis Android,” Gastron. ecuatoriana y Tur. local., vol. 1, no. 69, pp. 5–24, 1967.
[8] A. Syahputri, A. Fauzi, and L. Arliana, “Implementasi Metode Certainty Factor Dalam Mendiagnosa Penyakit Tiroid,” J. Tek. Inform. Kaputama, vol. 6, no. 1, pp. 306–318, 2022.
[9] W. Zhu, N. Zeng, and N. Wang, “Sensitivity, specificity, accuracy, associated confidence interval and ROC analysis with practical SAS® implementations.,” Northeast SAS Users Gr. 2010 Heal. Care Life Sci., pp. 1–9, 2010.
[10] Kemenkes RI, “Pedoman SDIDTK DI PUSKESMAS 2019.pdf.” 2019.