4 Star Complementary Food Menu Recommendation System Using the Mobile-Based Fuzzy Multiple Attribute Decision Making (FMADM) Method

Rahmaddeni; Fransiskus  Zoromi; Yansyah Saputra Wijaya; M. Khairul Anam

doi:10.33372/jaia.v1i2.793

Rahmaddeni STMIK Amik Riau
Fransiskus Zoromi
Yansyah Saputra Wijaya
M. Khairul Anam

DOI: https://doi.org/10.33372/jaia.v1i2.793

Keywords: Recommendation, Complementary Food, Fuzzy Multiple Atribute, Decision Making, Electre

Abstract

Toddler in the age category of six to twenty-four months should be ready to be given complementary food. In order to fulfill the nutritional needs for the toddler's growth, complementary foods must be sufficient for the kid according to their age while still paying attention to the continuity of breastfeeding. One thing that must be considered in choosing complementary foods is the Recommended Dietary Allowances (RDA) which is categorized by age, weight, and food texture, which is adjusted to the toddler age category. In terms of fulfilling all aspects of choosing complementary foods, this study proposes the design of a 4-star daily menu recommendation system for toddlers which refers to the intake of daily calorie needs for toddlers, namely carbohydrates, animal protein, vegetable protein, and vitamins/minerals using the FMADM method (Fuzzy Multiple Attribute Decision Making). The FMADM method used is the Electre method. In this study, the authors succeeded in building the desired recommendation system using the Electre method which produces a daily menu based on the number of mealtimes, based on the age and weight of toddlers by observing the user's tendency to the texture and composition of food and its nutritional content in the recommendation system that is built, so that can be accessed via mobile devices owned by the user.

Author Biography

Rahmaddeni , STMIK Amik Riau

ID Scopus ID Google Scholar ID SINTA (Science and Technology Index)

References

H. Basri and V. Hadju, “Breastfeeding and complementary food on nutritional status infants in Indonesia,” Enferm. Clin., vol. 30, pp. 191–195, 2020, doi: 10.1016/j.enfcli.2019.10.067.

S. Lestiarini and Y. Sulistyorini, “Perilaku Ibu pada Pemberian Makanan Pendamping ASI (MPASI) di Kelurahan Pegirian,” J. PROMKES, vol. 8, no. 1, p. 1, 2020, doi: 10.20473/jpk.v8.i1.2020.1-11.

L. Mufida, T. D. Widyaningsih, and J. M. Maligan, “Prinsip Dasar Makanan Pendamping Air Susu Ibu (MP-ASI) untuk Bayi 6-24 Bulan: Kajian Pustaka,” J. Pangan dan Argoindustri, vol. 3, no. 4, p. 6, 2015.

S. Maelana, “Hubungan Ketepatan Pemberian Makanan Pendamping Air Susu Ibu (MP-ASI) dengan Kejadian Diare pada Bayi Usia 1-12 Bulan di Puskesmas Umbulharjo I,” Progr. Stud. DIV Bidan Pendidik, Fak. Ilmu Kesehat. Univ. Aisyiyah Yogyakarta, 2017.

D. P. Khasanah, H. Hadi, and B. A. Paramashanti, “Waktu pemberian makanan pendamping ASI (MP-ASI) berhubungan dengan kejadian stunting anak usia 6-23 bulan di Kecamatan Sedayu,” J. Gizi dan Diet. Indones. (Indonesian J. Nutr. Diet., vol. 4, no. 2, p. 105, 2016, doi: 10.21927/ijnd.2016.4(2).105-111.

V. Hadju and M. Maddeppungeng, “Stunting prevalence and its relationship to birth length of 18- -23 months old infants in Indonesia ଝ,” Enfermería Clínica, vol. 30, pp. 205–209, 2020, doi: 10.1016/j.enfcli.2019.10.069.

S. W. Sihwi, H. Mulyasari, R. Saptono, and B. Wiboworini, “Sistem Rekomendasi Menu Harian Makanan Pendamping Air Susu Ibu (MPASI) Berdasarkan Kebutuhan Kalori Bayi dengan Metode TOPSIS,” J. Ilmu Komput. dan Agri-Informatika, vol. 3, no. 2, p. 122, 2016, doi: 10.29244/jika.3.2.122-131.

E. Prasetyo and N. Amri, “Sistem Informasi Untuk Menentukan Menu Makanan Pendamping ASI (MPASI) Bayi Berdasarkan Angka Kecukupan Gizi (AKG) Menggunakan Metode Forward Chaining,” Resistor, vol. 2, no. 2621–9700, pp. 15–22, 2019.

Mega Orina Fitri, “Aplikasi Monitoring Perkembangan Status Gizi Anak Dan Balita Secara Digital Dengan Metode Antropometri Berbasis Android,” Instek, vol. 2, no. April, pp. 140–149, 2017, doi: 10.2473/amnt.v2i4.2018.325-331.

S. W. Sihwi, A. N. Fadhilah, M. P. Puspasari, and Winarno, “Recommendation System for Complementary Breastfeeding using Ontology Modelling and Naïve Bayes,” J. Phys. Conf. Ser., vol. 1201, no. 1, 2019, doi: 10.1088/1742-6596/1201/1/012029.

F. Wanita, R. P, and A. Ashari, “Rancang Bangun Sistem Informasi Terpadu Pemberian Makanan Pendamping ASI Yang Bernilai Gizi Tinggi dan Berbahan Lokal,” J. Inform., vol. 7, no. 2, pp. 115–125, 2017.

A. N. Khusna and L. Rizkawati, “Perancangan Sistem Informasi Panduan Gizi Makanan Balita,” Semin. Nas. Inform. Medis, pp. 3–8, 2018.

S. Sukamto, I. D. Id, and T. R. Angraini, “Penentuan Daerah Rawan Titik Api di Provinsi Riau Menggunakan Clustering Algoritma K-Means,” JUITA J. Inform., vol. 6, no. 2, p. 137, 2018, doi: 10.30595/juita.v6i2.3172.

A. P. Windarto, “Implementation of Data Mining on Rice Imports by Major Country of Origin Using Algorithm Using K-Means Clustering Method,” Int. J. Artif. Intell. Res., vol. 1, no. 2, p. 26, 2017, doi: 10.29099/ijair.v1i2.17.

J. Qi, Y. Yu, L. Wang, J. Liu, and Y. Wang, “An effective and efficient hierarchical K-means clustering algorithm,” Int. J. Distrib. Sens. Networks, vol. 13, no. 8, pp. 1–17, 2017, doi: 10.1177/1550147717728627.

S. Naeem and A. Wumaier, “Study and Implementing K-mean Clustering Algorithm on English Text and Techniques to Find the Optimal Value of K,” Int. J. Comput. Appl., vol. 182, no. 31, pp. 7–14, 2018, doi: 10.5120/ijca2018918234.

R. Aprilia, “Fuzzy Multiple Attribute Decision Making in Hotel Selection,” ZERO J. Sains, Mat. dan Terap., vol. 4, no. 2, 2019, doi: 10.30829/zero.v4i2.3167.

B. R. Nugroho, A. H. Kridalaksana, and Haviluddin, “Penerapan Fuzzy Multiple Attribute Decision Making (FMADM) Berbasis Metode Simple Additive Weighting (SAW) Dalam Pemilihan Mobil Bekas,” Pros. SAKTI (Seminar Ilmu Komput. dan Teknol. Informasi), vol. 3, no. 1, pp. 238–243, 2018.

M. K. Anam, Purwanto, T. A. Fitri, and A. N. Ulfah, “SMART method utilization for meetinghouse elections in Pekanbaru City,” JAIA – J. Artif. Intell. Appl., vol. 1, no. 1, pp. 11–18, 2020.

Mesran, G. Ginting, Suginam, and R. Rahim, “Implementation of Elimination and Choice Expressing Reality ( ELECTRE ) Method in Selecting the Best Lecturer ( Case Study STMIK BUDI DARMA ),” Int. J. Eng. Res. Technol. (IJERT, vol. 6, no. 02, pp. 141–144, 2017.

K. Govindan and M. B. Jepsen, “ELECTRE: A comprehensive literature review on methodologies and applications,” Eur. J. Oper. Res., vol. 250, no. 1, pp. 1–29, 2016, doi: 10.1016/j.ejor.2015.07.019.

X. Liu and S. ping Wan, “A method to calculate the ranges of criteria weights in ELECTRE I and II methods,” Comput. Ind. Eng., vol. 137, no. September, p. 106067, 2019, doi: 10.1016/j.cie.2019.106067.

A. Yanie et al., “Web Based Application for Decision Support System with ELECTRE Method,” J. Phys. Conf. Ser., vol. 1028, no. 1, 2018, doi: 10.1088/1742-6596/1028/1/012054.

M. Gökhan Yücel and A. Görener, “Decision making for company acquisition by ELECTRE method,” Int. J. Supply Chain Manag., vol. 5, no. 1, pp. 75–83, 2016.

A. Abdolazimi, M. Momeni, and M. Montazeri, “Comparing ELECTRE and linear assignment methods in zoning Shahroud-Bastam watershed for artificial recharge of groundwater with GIS technique,” Mod. Appl. Sci., vol. 9, no. 1, pp. 68–82, 2015, doi: 10.5539/mas.v9n1p68.

M. Rogers, M. Bruen, and L.-Y. Maystre, “The Electre Methodology,” in ELECTRE and Decision Support, no. July 1966, 2000, pp. 45–85.

C. . Tan, L. . Wahidin, S. . Khalil, N. Tamaldin, J. Hu, and G. W. . Rauterberg, “THE APPLICATION OF EXPERT SYSTEM: A REVIEW OF RESEARCH AND APPLICATIONS,” vol. 11, no. 4, pp. 2448–2453, 2016.

S. S. Abu Naser and M. W. Alawar, “Knowledge Based Intelligent System for Feeding Problems in Infants and Children,” Int. J. Med. Res., vol. 1, no. 2, 2016, doi: 10.6084/M9.FIGSHARE.3504794.V1.

Y. Leung, Artificial Intelligence and Expert Systems, Second Edition., vol. 1. Elsevier, 2020.

M. K. Anam and H. Ulayya, “Implementasi dan Analisa SARDrive Sebagai Media Penyimpanan Cloud,” JUITA J. Inform., vol. 8, no. 1, pp. 83–90, 2020, doi: 10.30595/juita.v8i1.5748.

M. K. Anam and R. Anwar, “Penerapan Aplikasi Pendukung Touring Pada Komunitas Motor Berbasis Android,” J. Pendidik. Inform., vol. 4, no. 1, pp. 1–10, 2020, doi: 10.29408/edumatic.v4i1.1980.