Edsence: Jurnal Pendidikan Multimedia
Volume 3 No 2 (Desember 2021)

Sistem Tanya Jawab Konsultasi Shalat Berbasis RASA Natural Language Understanding (NLU)

Sholahuddin, Muhammad Rizqi (Unknown)
Atqiya, Firas (Unknown)



Article Info

Publish Date
27 Dec 2021

Abstract

A chatbot is an intelligent system that provides users with direct interaction with machines via written media. This paper describes how to use chatbots to ask questions about prayer procedures. A Muslim sometimes has questions about the procedure for praying when he finds a difference between the procedures performed by other Muslims. In this case, the use of chatbots is to provide an explanation. This chatbot was developed using a deep learning model, especially LSTM, that was integrated with the RASA framework. LSTM (Long Short Term Memory) can efficiently save some of the needed memory while also removing some of the unnecessary memory. The Telegram platform was chosen for the chatbot's implementation. The results showed that the chatbot telegram prayer consultation with DIET Classifier and RASA was able to recognize questions and provide answers in the form of text and images, with 96 percent accuracy.

Copyrights © 2021






Journal Info

Abbrev

Edsence

Publisher

Subject

Computer Science & IT Education Other

Description

Jurnal Pendidikan Multimedia (Edsense) is a national journal intended as a communication forum for Multimedia and other scientists from many practitioners who use Multimedia in research. Edsense received a manuscript in areas of study Multimedia widely, and multidisciplinary based on Multimedia ...