Sistem Pakar Metode Case-Based Reasoning Untuk Deteksi Penyakit Stunting Pada Anak

Muhamad Brilliant, Nizamiyati Nizamiyati

Abstract


Toddlers have a very high risk of being stunted such as chronic malnutrition, height, or body length that is too small for the same age group. During pregnancy Malnutrition can be experienced by infants, even in the early days of birth, but stunting cannot be experienced for babies under two years of age. One of the efforts to increase the level of health in children is by identifying stunting. Manual identification by measuring the child's height and weight is considered ineffective. The Focus of this research is creating an expert system for detecting stunting in children using the Case based reasoning (CBR) method using website-based technology so that it can be used anytime and anywhere.. This study uses the RnD (Research and Development) method with the stages in the ADDIE research as follows (1) Analysis (2) Design (3) Development, (4) Implementation (5) Evaluation. The results of the research are in the form of an expert system for detecting stunting in children using the Case-based reasoning (CBR) method which has succeeded in detecting/diagnosing stunting in children and can provide suggestions for several diagnostic results as well as solutions from the results of the diagnosis, the application is made website-based so that it can be used by anyone, anywhere, and anytime. From the results of application testing using the white box testing method, the scenario is appropriate and the application is running as it should.

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References


V. D. Putri, “Praktik Pengasuhan Anak Pada Keluarga Petani Peserta Bina Keluarga Balita (Bkb) Melati 3 Di Desa Nguken Kecamatan Padangan Kabupaten Bojonegoro,†Indones. J. Early Child. Educ. Stud., vol. 1, no. 2, 2012, doi:

15294/IJECES.V1I2.9211.

K. Rahmadhita, “Permasalahan Stunting dan Pencegahannya,†J. Ilm. Kesehat. Sandi Husada, vol. 11, no. 1, 2020, doi: 10.35816/jiskh.v11i1.253.

M. Y. E. Soekatri, S. Sandjaja, and A. Syauqy, “Stunting Was Associated With Reported Morbidity, Parental Education And Socioeconomic Status In 0.5–12- Year-Old Indonesian Children,†Int. J. Environ. Res. Public Health, vol. 17, no. 17, 2020, doi:

3390/ijerph17176204.

B. K. Poh et al., “Nutritional Status And Dietary Intakes Of Children Aged 6 Months To 12 Years: Findings Of The Nutrition Survey Of Malaysian Children (Seanuts Malaysia),†Br. J. Nutr., vol. 110, no. S3, pp. S21–S35, Sep. 2013, doi: 10.1017/S0007114513002092.

N. Rojroongwasinkul et al., “Seanuts: The Nutritional Status And Dietary Intakes Of 0.5–12- Year-Old Thai Children,†Br. J. Nutr., vol. 110, no. S3, pp. S36– S44, Sep. 2013, doi:

1017/S0007114513002110.

B. K. Le Nguyen et al., “Double Burden Of Undernutrition And Overnutrition In Vietnam In 2011: Results Of The SEANUTS Study In

·5–11-Year-Old Children,†Br. J. Nutr., vol. 110, no. S3, pp. S45– S56, Sep. 2013, doi:

1017/S0007114513002080.

D. K. Kinyoki et al., “Mapping Child Growth Failure Across Low- And Middle-Income Countries,†Nat. 2020 5777789, vol. 577, no.

, pp. 231–234, Jan. 2020, doi: 10.1038/s41586-019-1878-8.

P. L. Dinas Kesehatan, “8 Aksi Konvergensi Pencegahan Stunting Provinsi Lampung Tahun 2019,†Lampung, 2019. http://dinkes.lampungprov.go.id/?s= stunting&print=print-search.

M. Syafi’ie, T. Tursina, and Y. Yulianti, “Sistem Pendukung Keputusan Pemilihan Daerah Prioritas Penanganan Stunting pada Balita Menggunakan Metode TOPSIS (Studi Kasus : Kota Pontianak),†J. Sist. dan Teknol. Inf., 2019, doi: 10.26418/justin.v7i1.27815.

F. Pradana, F. A. Bachtiar, and R. Salsabila, “Implementasi Topsis untuk Menentukan Rekomendadi Makanan Anak Usia 1-3 Tahun pada Sistem Monitoring Tumbuh Kembang Anak,†J. Teknol. Inf. dan Ilmu Komput., vol. 8, no. 4, p. undefined-undefined, Jul. 2021, doi: 10.25126/JTIIK.2021844370.

B. J. Akombi, K. E. Agho, J. J. Hall, D. Merom, T. Astell-Burt, and A. M. N. Renzaho, “Stunting And Severe Stunting Among Children Under-5 Years In Nigeria: A Multilevel Analysis,†BMC Pediatr., vol. 17, no. 1, pp. 1–16, Jan. 2017, doi: 10.1186/S12887-

-0770-Z/TABLES/3.

M. A. J. Plaza R and C. Irawan, “Sistem Pendukung Keputusan Penerima Bantuan Bedah Rumah Menggunakan Metode Analitycal Hierarchy Prosess (Ahp) Dan Multi Objective Optimization On The Basis Of Ratio Analysis,†J. Inform., vol. 20, no. 2, pp. 189–198, Dec. 2020, doi: 10.30873/JI.V20I2.2368.

R. A. Syahputra, “Sistem Pendukung Keputusan Penentuan Penerima Beasiswa Menggunakan Metode Fuzzy Multiple Attribute

Decision Making Pada SMA Taman Siswa Sawit Seberang,†Universitas Sumatera Utara, 2011.

D. Darmastuti, “Implementasi Metode Simple Additive Weighting ( SAW ) Dalam Sistem Informasi Lowongan Kerja Berbasis Web,†J. Sist. dan Teknol. Inf., 2012.

Y. M. Juanda, Y. Hendriyani, J. Hamka, K. Unp, and A. T. Padang, “Pengembangan Media Pembelajaran Berbasis Video Tutorial Pada Mata Kuliah Pemrograman Visual dengan Metode ADDIE,†J. Vokasi Inform., pp. 121–130, Mar. 2022

A. Turserno and R. I. Rosihan, “Analisis Kebutuhan Fungsional Sistem Informasi Manajemen Gudang dengan Metode Pieces (Studi Kasus CV Karya Bangsa),†J. Ind. Manuf., vol. 7, no. 1, pp. 01-10, Feb. 2022, doi: 10.31000/JIM.V7I1.5966.

M. A. J. Plaza R and Haliq, “Implementasi Metode Multi Objective Optimization On The Basis Of Ratio Analysis (MOORA) Untuk Penentuan Agen 46 BNI Cabang Pembantu Tulang Bawang | Plaza R | Jurnal Sisfokom (Sistem Informasi dan Komputer),†J. SISFOKOM (Sistem Inf. dan Komput., vol. 10, pp. 120–125, 2021, Accessed: Mar. 14, 2022. [Online]. Available: http://jurnal.atmaluhur.ac.id/index.p hp/sisfokom/article/view/1073/721.

I. Ismail and N. Nursakti, “Implementasi Metode Graphic Rating Scale Pada Sistem Penunjang Keputusan Seleksi Penerimaan Bantuan Beras Miskin di Desa Maccile Kabupaten Soppeng,†Inspir. J. Teknol. Inf. dan Komun., vol. 10, no. 2, p. undefined-undefined, Dec. 2020, doi: 10.35585/INSPIR.V10I2.2579.

A. Qiyamullailiy, S. Nandasari, and Y. Amrozi, “Perbandingan Penggunaan Metode Saw Dan Ahp Untu Sistem Pendukung Keputusan Penerimaan Karyawan Baru,†Tek. Eng. Sains J., vol. 4, no. 1, p. 7, Jun. 2020, doi: 10.51804/TESJ.V4I1.487.7-12.

Akmal, F., & Winiarti, S. (2014). Sistem Pakar Untuk Mendiagnosa Penyakit Lambung Dengan Implementasi Metode Cbr (Case-based Reasoning) Berbasis Web. JSTIE (Jurnal Sarjana Teknik Informatika)(E-Journal), 2(1), 119–129.

Mulyana, S., & Hartati, S. (2015). Tinjauan Singkat Perkembangan Case–Based Reasoning. In Seminar Nasional Informatika (SEMNASIF) (Vol. 1).

Nurdiansyah, Y., & Hartati, S. (2014). Case-based reasoning untuk pendukung diagnosa gangguan pada anak autis. Thesis, Prodi.

Rismawan, T., & Hartati, S. (2012). Case-Based Reasoning untuk Diagnosa Penyakit THT (Telinga Hidung dan Tenggorokan). IJCCS (Indonesian Journal of Computing and Cybernetics Systems)




DOI: https://doi.org/10.30873/simada.v5i2.3415

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