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All Journal Jurnal Educhild : Pendidikan dan Sosial Jurnal Pendidikan Fisika Indonesia Jurnal Ilmiah Mahasiswa Pendidikan Seni, Drama, Tari & Musik Jurnal Pilar Nusa Mandiri Journal of Educational Research and Evaluation JOURNAL OF SCIENCE AND SOCIAL RESEARCH JISICOM (Journal of Information System, Infomatics and Computing) Jurnal Infortech Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Empathy Pengabdian Kepada Masyarakat Jurnal Sistem Informasi Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Jurnal Ilmiah Wahana Pendidikan Al-Isyrof: Jurnal Bimbingan Konseling Islam Jurnal Widya JIMEBIS GALENICAL : Jurnal Kedokteran dan Kesehatan Mahasiswa Malikussaleh Mudabbir: Journal Research and Education Studies Jurnal Riset Rumpun Ilmu Kedokteran (JURRIKE) Publicness: Journal of Public Administration Studies Journal of Artificial Intelligence and Digital Business Jurnal Manajemen Sistem Informasi Jurnal Abdimas Maduma Khidmat International Journal of Community Service Implementation Jurnal Intelek Insan Cendikia Riau Jurnal Teknik Informatika Jurnal Gotong Royong Jurnal Kesehatan Mitra Sekawan Integrasi: Jurnal Studi Islam dan Humaniora JIM Sendratasik
Nurul Afni
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Journal : JOURNAL OF SCIENCE AND SOCIAL RESEARCH

 1 
APLIKASI CERDAS ANDROID UNTUK PEMILIHAN MENU GIZI SEIMBANG PENCEGAH STUNTING DINI MENGGUNAKAN CERTAINTY FACTOR Afni, Nurul; Bunda, Yola Permata
JOURNAL OF SCIENCE AND SOCIAL RESEARCH Vol 8, No 4 (2025): November 2025
Publisher : Smart Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54314/jssr.v8i4.4695

Abstract

Abstract: Stunting is a condition of growth failure in toddlers due to chronic malnutrition, especially during the First 1000 Days of Life (HPK). This issue is closely related to the nutritional intake of pregnant women, history of recurrent illnesses, and improper nutritional content in daily food menus. The Indonesian government's efforts to reduce stunting prevalence include nutritional interventions, counseling, and improved sanitation. However, limited access to balanced nutritional information remains a challenge for parents. This study aims to design an Android-based expert system using the Certainty Factor (CF) method to help parents detect early symptoms of stunting and select balanced nutritional menu for children. Data were obtained from nutritionists and health workers as the basis for recommendations. The calculation results using Certainty Factor method showed a stunting risk level of 0.773004 or 77.3%, indicating a high risk. The best recommended menu for this risk level is red rice, steamed fish, broccoli, oranges, and cheese with a certainty value of 0.34984. The developed expert system provides quick, accurate, and interactive recommendations, making it easier for parents to make decisions regarding their children's nutrition. In conclusion, the implementation of the Certainty Factor method in an Android application is effective as an educational medium and early detection tool for stunting, while also supporting sustainable stunting prevention efforts in society.Keyword: Stunting; Expert System; Certainty Factor; Nutrition; Android.Abstrak: Stunting merupakan kondisi gagal tumbuh pada balita akibat kekurangan gizi kronis, terutama pada 1.000 Hari Pertama Kehidupan (HPK). Masalah ini erat kaitannya dengan asupan gizi ibu hamil, riwayat penyakit berulang, dan gizi pada menu asupan makanan yang kurang tepat. Upaya pemerintah Indonesia dalam menurunkan prevalensi stunting dilakukan melalui intervensi gizi, penyuluhan, hingga perbaikan sanitasi. Namun, keterbatasan akses informasi gizi seimbang bagi orang tua masih menjadi kendala. Penelitian ini bertujuan merancang sistem pakar berbasis Android dengan metode Certainty Factor (CF) untuk membantu orang tua mendeteksi dini gejala stunting sekaligus memilih menu makanan bergizi seimbang bagi anak. Data diperoleh dari pakar gizi dan tenaga kesehatan sebagai dasar dalam penentuan rekomendasi. Hasil perhitungan menggunakan metode Certainty Factor untuk mengetahui Tingkat risiko gejala stunting yang dialami pengguna dan hasil akhir tingkat risikonya adalah 0,773004 atau 77,3 %, dengan status risiko tinggi, risiko ini menunjukkan menu terbaik yaitu nasi merah, ikan kukus, brokoli, jeruk, dan keju dengan nilai kepastian 0,34984. Sistem pakar yang dibangun mampu memberikan rekomendasi cepat, akurat, dan interaktif, serta memudahkan orang tua dalam pengambilan keputusan terkait gizi anak. Kesimpulannya, penerapan metode Certainty Factor dalam aplikasi Android efektif sebagai media edukasi dan deteksi dini stunting, sekaligus mendukung upaya pencegahan stunting secara berkelanjutan di masyarakat.Kata kunci: Stunting; Sistem Pakar; Faktor Kepastian; Gizi; Android.
Co-Authors A Halim Agus Kartini, Siti Agustin, Rika Nurmida Ainur Ramadhani, Muhammad Angga Hernawan Aprianti, Delta Aprilia, Eka Astrilyana Astrilyana, Astrilyana Azissah, Danur Baginda Harahap Bakti, Imam Rangga Bayu Pradana Bunda, Yola Permata Chairu Sabila, Puji Cindy Pratiwi, Cindy Cut Zuriana Cut Zuriana Daffa, M. Faiz Destiana, Yeyen Dismawati, Yenni El Salsabila, Alya Zalfa Emiel Salim Siregar evendi, evendi Firdaus Firdaus Haryadi, Octadino Hendri Hendri Heny Sumarno, Heny Herliana, Fitria Imelda Halawa Irmawati Irmawati Jannah, Khurfatul Jumiati Jumiati Jumita, Jumita Kartini, Siti Agus Khairun Nisa Kurniana Bektiningsih Lase, Efan Arman Legito Legito Legito legito, Legito Lilia Halim, Lilia Lubis, Mhd. Dicky Syahputra Lubis, Muhammad Dicky Syahputra Lubis, Ramadan M. Ihsan Maryani, Tini Mega Fatimah Rosana Melan Susanti, Melan Muhammad Dicky Syahputra Lubis Muhammad Ridho Muhammad Yahya MUHAMMAD YUSUF Mutiara Intan Arini Noviana Zara Nur Ali Farabi Nutrisia Aquariushinta Sayuti, Nutrisia Aquariushinta Panjaitan, Herlina Puji Chairu Sabila Putri, Rizky Amaliyah Rachman Komarudin Rachman Komarudin Resti Lia Andharsaputri Rika, Rika Rizky Ade Safitri Rizqiana Ayu Safitri Sabila, Puji Chairu Samsuri Samsuri Samsuri Samsuri Saputri Fatahna Nurjanah Sayuti, Muhammad Siahaan, Siti Khodijah Simanjuntak, Richard Parlindungan Sitio, Arjon Samuel SUSANTI, MERI EPRIANA Syafitri, Nanda Tasya Zanuarista Tuti Rohani, Tuti Virgo, Virgo Wahyuni, Devi Sri Winda Sari Yana Iqbal Maulana Zai, Tri Selamat