[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-125701-id":3,"doc-seo-125701-113":31,"detail-sidebar-cat-0-id-113":92},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":20,"is_deleted":4,"is_public":21,"is_downloadable":21,"audit_status":21,"page_count":22,"language":23,"language_code":24,"site_id":25,"html_lang":24,"table_of_contents":26,"faqs":27,"seo_title":28,"seo_description":14,"update_tm":29,"read_time":30},125701,962084925636,"Olivia Brown","https://ap-avatar.wpscdn.com/davatar_994ba38a5ba835b3df7d355c54d3ed8d",53,"Layanan Kesehatan","PENYULUHAN SKRINING GIZI DASAR SECARA MANDIRI BERBASIS KECERDASAN BUATAN MACHINE LEARNING PADA SISWA SMA - Abstrak dan Pendahuluan","Sosialisasi skrining status gizi dasar secara mandiri menekankan bahwa status gizi menjadi indikator keberhasilan pemenuhan kebutuhan nutrisi, tercermin dari kesesuaian berat badan dengan usia. Ketidaktepatan asupan dapat berujung kekurangan gizi maupun gizi lebih, sementara keterbatasan pengetahuan siswa terkait pola, asupan, sanitasi, kebersihan, dan makanan pendamping ASI memengaruhi tumbuh kembang. Analisis status gizi diusulkan melalui kecerdasan buatan berbasis machine learning dalam sistem web untuk hasil cepat, akurat, serta saran pencegahan dampak penyakit dan kematian terkait status gizi.","Volume 6, Nomor 2,(2023)  \n[http://dx.doi.org/10.36257/apts.vxix](http://dx.doi.org/10.36257/apts.vxix)  \npp 172-178  \nPENYULUHAN SKRINING GIZI DASAR SECARA MANDIRIBERBASIS KECERDASAN BUATAN MACHINE LEARNING  \nPADA SISWA SMA  \nImam Syafii1), Alfan Ridha2), Vioresta Steffiandry3) , Rafli Yunan Suryatama4)  \n1,4 Fakultas Teknologi dan Bisnis, Program Studi Bisnis Digital, Institut Teknologi Sains dan Kesehatan  \nSugeng Hartono  \n2,3 Fakultas Ilmu Kesehatan, Program Studi Gizi, Institut Teknologi Sains dan Kesehatan Sugeng Hartono  \nemail: [imam.mct34@gmail.com](imam.mct34@gmail.com)*, [alfan.ridha07@gmail.com](alfan.ridha07@gmail.com)  \nAbstract  \nNutritional status is an indicator of success in meeting nutritional needs, especially shown in achieving weight according to age. Good nutritional status if the nutritional intake is in accordance with the needs of the body. Lack of nutrient intake in food can cause malnutrition, while excess nutrient intake will result in over nutrition. Lack of knowledge of Widya Wacana Christian High School students related to knowledge regarding the importance of applied nutrition such as patterns and nutritional intake in food, sanitation and hygiene, and complementary foods for breastfeeding impact on body growth and development. Providing nutritional status analysis can involve technology in the form of artificial intelligence. Data processing related to cases that have occurred before in technology using machine learning. Application of technology in providing web-based nutritional status screening analysis. The application of web-based system technology used by Widya Wacana Christian High School can have an effect on students in the form of providing quick and accurate analysis and can provide suggestions to reduce the impact on the occurrence of illness and death related to nutritional status.  \nKeywords: nutritional, screening nutritional, artificial intelligent, machine learning  \nAbstrak  \nStatus gizi merupakan indikator keberhasilan dalam memenuhi kebutuhan nutrisi terutama ditunjukan padapencapaian berat badan sesuai dengan usia. Status gizi yang baik apabila asupan gizinya sesuai dengan kebutuhan tubuhnya. Kurangnya asupan gizi dalam makanan dapat menyebabkan kekurangan gizi, sementara kelebihan asupan gizi akan mengakibatkan gizi lebih. Kurangnya pengetahuan siswa-siswi SMAS Kristen Widya Wacana terkait pengetahuan mengenai pentingnya gizi yang diterapkan seperti pola dan asupan gizi pada makanan, sanitasi kebersihan, dan makanan pendamping ASI memberikan dampak terhadap tumbuh kembang tubuh. Pemberian analisis status gizi dapat melibatkan teknologi berupa kecerdasan buatan. Pemrosesan data terkaitkasus-kasus yang pernah terjadi sebelumnya dalam teknologi menggunakan machine learning. Penerapan teknologi dalam memberikan analisis skrining status gizi berbasis web based. Penerpan teknologi sistem berbasis web based digunakan SMAS Kristen Widya Wacana dapat memberikanefek kepada siswa-siswi dalam tindakan berupa memberikan analisis secara cepat dan akurat sertadapat memberikan saran untuk mengurangi dampakpada terjadinya penyakit dan kematian yang terkait dengan status gizi.  \nKata kunci : gizi, skrining gizi, kecerdasan buatan, machine learning  \n1. PENDAHULUAN  \nStatus gizi merupakan keberhasilan dalam memenuhi  \nindikatorkebutuhan  \nnutrisi, terutama ditampilkan pada pencapaian berat badan sesuai dengan usia. Status gizimemiliki peran yang sangat penting dalam  \nISSN: 2622-5646 (Online) 172  \nISSN: 2721-0448 (Print)  \nmenentukan kapasitas fisik anak pada saat dewasa [1] . Adapun banyak faktor yang mempunyai pengaruh paling relevan terhadap status gizi dapat dianalisis dengan tujuan merumuskan rekomendasi terbaik yang dapat menjadi pedoman bagi masyarakat umum [2] .  \nIndikator status gizi merupakan indikasi yang bisa digunakan untuk memberikanvisualiasasi tingkat gizi seseorang [3] . Seseorang dianggap memiliki gizi yang seimbang jika memenuhi kriteria tertentusetelah melalui penilai","cbCaial7PHRY5iKG","https://ap.wps.com/l/cbCaial7PHRY5iKG","pdf",1268225,3,1,7,"Indonesian","id",113,"# PENDAHULUAN\n## Status gizi sebagai indikator kebutuhan nutrisi\n## Faktor dan klasifikasi status gizi\n## Peran machine learning dalam analisis\n## Data mining dan klasifikasi untuk penentuan status gizi","[{\"question\":\"Apa hubungan status gizi dengan keberhasilan pemenuhan kebutuhan nutrisi?\",\"answer\":\"Status gizi menjadi indikator keberhasilan pemenuhan nutrisi, terutama ditunjukkan melalui pencapaian berat badan sesuai usia.\"},{\"question\":\"Bagaimana ketidakseimbangan asupan gizi memengaruhi kondisi kesehatan?\",\"answer\":\"Asupan gizi yang kurang dapat menyebabkan kekurangan gizi, sedangkan asupan berlebih dapat mengakibatkan gizi lebih.\"},{\"question\":\"Mengapa penerapan machine learning dan sistem berbasis web diperlukan untuk skrining gizi?\",\"answer\":\"Machine learning digunakan untuk memproses data kasus sebelumnya dan membantu klasifikasi status gizi secara cepat dan akurat, lalu sistem web menyajikan analisis serta saran pencegahan dampak penyakit terkait status gizi.\"}]","PENYULUHAN SKRINING GIZI DASAR SECARA MANDIRI BERBASIS KECERDASAN BUATAN MACHINE LEARNING PADA SISWA SMA - Abstrak dan Pendahuluan | PDF",1785900729,11,{"code":4,"msg":32,"data":33},"ok",{"site_id":25,"language":24,"slug":34,"title":13,"keywords":35,"description":14,"schema_data":36,"social_meta":87,"head_meta":89,"extra_data":91,"updated_unix":29},"nutrition-screening-socialization-for-high-school-students-based-on-artificial-intelligence-machine-learning-abstract-and-introduction","",{"@graph":37,"@context":86},[38,54,69],{"@type":39,"itemListElement":40},"BreadcrumbList",[41,45,49,51],{"item":42,"name":43,"@type":44,"position":21},"https://docshare.wps.com","Home","ListItem",{"item":46,"name":47,"@type":44,"position":48},"https://docshare.wps.com/id/document/","Document",2,{"item":50,"name":12,"@type":44,"position":20},"https://docshare.wps.com/id/document/layanan-kesehatan/",{"item":52,"name":13,"@type":44,"position":53},"https://docshare.wps.com/id/document/nutrition-screening-socialization-for-high-school-students-based-on-artificial-intelligence-machine-learning-abstract-and-introduction/125701/",4,{"url":52,"name":13,"@type":55,"author":56,"headline":13,"publisher":58,"fileFormat":61,"inLanguage":24,"description":14,"dateModified":62,"datePublished":63,"encodingFormat":61,"isAccessibleForFree":64,"interactionStatistic":65},"DigitalDocument",{"name":9,"@type":57},"Person",{"url":42,"name":59,"@type":60},"DocShare","Organization","application/pdf","2026-08-15","2026-08-05",true,{"@type":66,"interactionType":67,"userInteractionCount":20},"InteractionCounter",{"@type":68},"ViewAction",{"@type":70,"mainEntity":71},"FAQPage",[72,78,82],{"name":73,"@type":74,"acceptedAnswer":75},"Apa hubungan status gizi dengan keberhasilan pemenuhan kebutuhan nutrisi?","Question",{"text":76,"@type":77},"Status gizi menjadi indikator keberhasilan pemenuhan nutrisi, terutama ditunjukkan melalui pencapaian berat badan sesuai usia.","Answer",{"name":79,"@type":74,"acceptedAnswer":80},"Bagaimana ketidakseimbangan asupan gizi memengaruhi kondisi kesehatan?",{"text":81,"@type":77},"Asupan gizi yang kurang dapat menyebabkan kekurangan gizi, sedangkan asupan berlebih dapat mengakibatkan gizi lebih.",{"name":83,"@type":74,"acceptedAnswer":84},"Mengapa penerapan machine learning dan sistem berbasis web diperlukan untuk skrining gizi?",{"text":85,"@type":77},"Machine learning digunakan untuk memproses data kasus sebelumnya dan membantu klasifikasi status gizi secara cepat dan akurat, lalu sistem web menyajikan analisis serta saran pencegahan dampak penyakit terkait status gizi.","https://schema.org",{"og:url":52,"og:type":88,"og:title":13,"og:site_name":59,"og:description":14},"article",{"robots":90,"canonical":52},"index,follow",{"doc_id":7,"site_id":25},{"code":4,"msg":5,"data":93},[94,99,103,107,111,113,117,121,125,129,133],{"id":95,"doc_module":4,"doc_module_name":47,"category_name":96,"show_sort_weight":97,"slug":98},55,"Agama & Spiritualitas",60,"religion-spirituality",{"id":100,"doc_module":4,"doc_module_name":47,"category_name":101,"show_sort_weight":97,"slug":102},48,"Cerita & Novel","story-novel",{"id":104,"doc_module":4,"doc_module_name":47,"category_name":105,"show_sort_weight":97,"slug":106},56,"Gaya Hidup","lifestyle",{"id":108,"doc_module":4,"doc_module_name":47,"category_name":109,"show_sort_weight":97,"slug":110},51,"Komik","comic",{"id":11,"doc_module":4,"doc_module_name":47,"category_name":12,"show_sort_weight":97,"slug":112},"healthcare",{"id":114,"doc_module":4,"doc_module_name":47,"category_name":115,"show_sort_weight":97,"slug":116},54,"Penelitian & Laporan","research-report",{"id":118,"doc_module":4,"doc_module_name":47,"category_name":119,"show_sort_weight":97,"slug":120},49,"Sastra","literature",{"id":122,"doc_module":4,"doc_module_name":47,"category_name":123,"show_sort_weight":97,"slug":124},52,"Teknologi","technology",{"id":126,"doc_module":4,"doc_module_name":47,"category_name":127,"show_sort_weight":97,"slug":128},50,"Ujian","exam",{"id":130,"doc_module":4,"doc_module_name":47,"category_name":131,"show_sort_weight":97,"slug":132},57,"Umum","general",{"id":134,"doc_module":4,"doc_module_name":47,"category_name":135,"show_sort_weight":4,"slug":136},181,"Formulir","formulir"]