TEKNOKOM : Jurnal Teknologi dan Rekayasa Sistem Komputer
Vol. 6 No. 2 (2023): TEKNOKOM

IMPLEMENTATION OF TWO LANGUAGE CHATBOT WEB TO FIND INFORMATION ON BATIK USING THE ARTIFICIAL NEURAL NETWORK MODEL

Taufik Maulana Tanjung (Universitas Singaperbangsa Karawang)
Rahmat Hidayat (Universitas Singaperbangsa Karawang)



Article Info

Publish Date
08 Jul 2023

Abstract

Information technology plays an important role in the progress of a country in order to disseminate information massively and make it easier for the public to obtain information. Currently, the development of information technology continues to innovate, such as with the existence of artificial intelligence (AI) technology. This research will discuss AI technology, namely the BatikInd chatbot with the artificial neural network (ANN) method, which aims to make it easier for people to find information about the types of batik that, exist in all regions of Indonesia. The design of the ANN method for making chatbots uses hundreds of sentences to be processed into a database of information about the types of batik and explanations about the batik you want to find. Database processing with epochs reaching 200 produces an accuracy rate of 1.0 (100%) which means the accuracy rate is very good and the error rate reaches 0.03 (0%) which means the error rate is very low. The results of a very good level of accuracy and a very low error rate indicate that this AI can function properly and is feasible to use. It is hoped that with information technology like this, it will make it easier for people to find information about batik and can increase people's literacy and knowledge about batik in all regions of Indonesia.

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Journal Info

Abbrev

teknokom

Publisher

Subject

Computer Science & IT

Description

Jurnal Teknologi dan Rekayasa Sistem Komputer (TEKNOKOM) with frequency 2 (two) times a year, ie in March and September. The editors receive scientific writings from lecturers, teachers and educational observers about the results of research, scientific studies and analysis and problem solving ...