Design and Prototype of Indonesian Chatbot on Health Information - Dalam bentuk pengganti sidang - Artikel Jurnal

MARCELL VIRGIANO HERNAND DE ROLNMUCH

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25.04.404
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Karya Ilmiah - Skripsi (S1) - Reference

Access to reliable health information remains a significant challenge in Indonesia, particularly in regions with diverse linguistic and cultural backgrounds. This research aims to develop an Indonesian language chatbot that enhances the accessibility and reliability of health information through the application of Natural Language Processing (NLP) techniques. The primary purpose of this study is to address the commu nication barriers posed by linguistic diversity in Indonesia’s healthcare system by providing a scalable and efficient chatbot solution. The chatbot incorporates essential NLP preprocessing steps, including case folding, tokenization, stopword removal, and stemming, ensuring effective understanding of user input. To process queries and generate responses, the system uses the Term Frequency-Inverse Document Frequency (TF-IDF) and Cosine Similarity algorithms, which were evaluated with a health-related dataset from the Ministry of Health Service Unit (UPK Kemenkes). The chatbot achieved a precision

Subjek

NATURAL LANGUAGE PROCESSING
 

Katalog

Design and Prototype of Indonesian Chatbot on Health Information - Dalam bentuk pengganti sidang - Artikel Jurnal
 
v, 10p.: il,; pdf file
 

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Pengarang

MARCELL VIRGIANO HERNAND DE ROLNMUCH
Perorangan
Ade Romadhony
 

Penerbit

Universitas Telkom, S1 Informatika
Bandung
2025

Koleksi

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