CS-Bot: Smart and Interactive Digital Innovation as a Modern Solution for Early Detection of Stunting

The high prevalence of stunting in West Sumatra Province, especially in Pariaman City, is a big challenge in efforts to improve children's health. With more than 600 children at high risk of stunting, manual approaches in examining and recording health data are less effective. This system not only slows down the detection process but also has the potential to result in data loss and redundancy. In this context, late detection hinders early prevention, which is especially important in the First 1000 Days of Life (HPK) period. Therefore, this research aims to develop a chatbot-based application that is able to detect stunting quickly and accurately. This application is named CS-Bot, namely Prevent Stunting using Chatbot. This application is designed to be easy for the public to use, while providing education about the importance of stunting prevention. Research methods include analysis of data on factors and symptoms of stunting, formation of rules using the Forward Chaining Method, and probability calculations using Certainty Factor. The data used in this study comes from health centers and some data comes from several experts who are accustomed to dealing with stunting problems in children. It is hoped that the research results will not only provide tools for parents and the community, but will also become the basis for making more effective policies in stunting prevention programs in Indonesia, especially in West Sumatra.

Authors

Institutions

Publication Details

Journal
Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI)
Published
2025-04-15
DOI
https://doi.org/10.23887/janapati.v14i1.85660
Primary Topic
Child Nutrition and Water Access
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

CS-Bot: Smart and Interactive Digital Innovation as a Modern Solution for Early Detection of Stunting

Sri Restu Ningsih, Cyntia Lasmi Andesti, Rahmad Dian
Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI)
Child Nutrition and Water Access
article

CS-Bot: Smart and Interactive Digital Innovation as a Modern Solution for Early Detection of Stunting

Sri Restu Ningsih, Cyntia Lasmi Andesti, Rahmad Dian
article en

Abstract

The high prevalence of stunting in West Sumatra Province, especially in Pariaman City, is a big challenge in efforts to improve children's health. With more than 600 children at high risk of stunting, manual approaches in examining and recording health data are less effective. This system not only slows down the detection process but also has the potential to result in data loss and redundancy. In this context, late detection hinders early prevention, which is especially important in the First 1000 Days of Life (HPK) period. Therefore, this research aims to develop a chatbot-based application that is able to detect stunting quickly and accurately. This application is named CS-Bot, namely Prevent Stunting using Chatbot. This application is designed to be easy for the public to use, while providing education about the importance of stunting prevention. Research methods include analysis of data on factors and symptoms of stunting, formation of rules using the Forward Chaining Method, and probability calculations using Certainty Factor. The data used in this study comes from health centers and some data comes from several experts who are accustomed to dealing with stunting problems in children. It is hoped that the research results will not only provide tools for parents and the community, but will also become the basis for making more effective policies in stunting prevention programs in Indonesia, especially in West Sumatra.

Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI)Vol. 14(1)
State University of Padang (ID), Palm Research Center (ID)
Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi
Openalex Percentile: Top 91%
Child Nutrition and Water Access
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

CS-Bot: Smart and Interactive Digital Innovation as a Modern Solution for Early Detection of Stunting — Sri Restu Ningsih, Cyntia Lasmi Andesti, et al. · Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) (2025) | TGRS Research Map | TGRS