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

##plugins.themes.academic_pro.article.sidebar##

Published Jul 8, 2023
https://doi.org/10.31943/teknokom.v6i2.125
Download
PDF
Statistic

Downloads

Download data is not yet available.
Vol. 6 No. 2 (2023): TEKNOKOM

##plugins.themes.academic_pro.article.main##

Taufik Maulana Tanjung
Universitas Singaperbangsa Karawang
Rahmat Hidayat
Universitas Singaperbangsa Karawang

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.

##plugins.themes.academic_pro.article.details##

Creative Commons License

This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License.

How to Cite
Tanjung, T. M., & Hidayat, R. (2023). IMPLEMENTATION OF TWO LANGUAGE CHATBOT WEB TO FIND INFORMATION ON BATIK USING THE ARTIFICIAL NEURAL NETWORK MODEL. TEKNOKOM, 6(2), 50–57. https://doi.org/10.31943/teknokom.v6i2.125

References

  1. G. P. CANDRA,"ENERGIZE PELANGGAN TEGANGAN MENENGAH PREMIUM GOLD DENGAN SKEMA SETTING AUTOMATIC CHANGE OVER," INSTITUT TEKNOLOGI –PLN, pp. 1-69, 2020. [2] "OPTIMALISASI MENGURANGI DURASI PEMADAMAN PADA PELANGGAN PREMIUM DENGAN CARA PEMASANGAN AUTOMATIC CHANGE OVER (ACO) DI GARDU E225," INSTITUT TEKNOLOGI-PLN, pp. 1-58, 2020. [3] PT. PLN (PERSERO)., "Standar Konstruksi Gardu Distribusi dan Gardu Hubung Tenaga Listrik", Jakarta, 2010. [4] T. G. R. S. Bricker, "Substation automation technologies and advantages," IEEE, vol. 14, no. 3, pp. 31 -37, 2001. [5] S. C. B. S. Gheorghe Gheorghe Marius Deaconu, "The Testing of Digital Substation -an Important Issue in Power Engineering Education," IEEE, pp. 25-27, 2021. [6] W. S. P. S. Ratno Wibowo, STANDAR KONSTRUKSI JARINGAN TEGANGAN MENENGAH TENAGA LISTRIK, Jakarta: PT PLN (PERSERO), 2010. [7]Y. Badruzzaman and I.S. Astuti, "ANALISIS PERENCANAAN JARINGAN PELANGGAN PREMIUM CV. SN JAYA PRIMA DI PT. PLN (PERSERO) DISTRIBUSI AREA PURWOKERTO," in Proc. National Conference on Industrial Engineering and Technology (NCIET), 2020, pp.[8]S.Andaresta, "PERENCANAAN PENAMBAHAN DAYA SERTA MENJADI PELANGGAN PREMIUM PT PLN (PERSERO) PADA PT SINAR ALAM PERMAI," in Proc. Eprints POLSRI, 2021.[9]M. Hidayati, "PERENCANAAN PENYAMBUNGAN BARU PELANGGAN PREMIUM PADA PT SURYA BINTANG LESTARI OLEH PT PLN PERSERO UP3 PALEMBANG," in Proc. Eprints POLSRI, 2021. Available: [URL].[10]A. Muzammil, B. Bakhtiar, and S. Thaha, "Analisis Peningkatan Pelayanan Suplai Rumah Sakit Hermina Makassar dengan Dua Penyulang Incoming," in Proc. 2023, pp.[11]A.S. Budi, "... JARINGAN DISTRIBUSI PADA PREMIUM CUSTOMERS YANG DILENGKAPI DENGAN AUTOMATIC CHANGE OVER SWITCH BERBASIS ARDUINO MEGA 2560 ...," in Proc. Eprints UNDIP, 2018. [12]S. Sugianto and A.D. Mustikasari, "PEMASANGAN AUTOMATIC CHANGE OVER (ACO) UNTUK MENINGKATKAN KEANDALAN PADA PELANGGAN PREMIUM," Journal of Information Technology and Computer Science, vol. 3, no. 1, pp. 8-14, 2020. doi: 10.22441/jitkom.2020.v3.i1.008.[13]S. Subianto, "PEMASANGAN ACOS (AUTOMATIC CHANGE OVER SWITCH) SUPPLY DUA PENYULANG UNTUK KEANDALAN SISTEM KELISTRIKAN DI KANTOR PT.PLN (Persero) RAYON SEKAYU," Jurnal Teknik Elektro.[14] A. Ramadhan, "Implementasi Pelayanan Prima Studi Kasus Layanan Reguler Dan Layanan Premium Di Pt Pln Up3 Yogyakarta," in Proc. DSpace UII, 2022.[15] A. Setiawan, "Pemeliharaan Jaringan Tegangan Rendah dan Tegangan Menengah,"[16] A. Saadah dan M.I. Arsyad, "Studi Perencanaan Pembangunan Penyulang Baru untuk Pembagian Beban Penyulang Sahang 1 dan Raya 17 PT PLN (PERSERO) ULP Siantan,"[17] R. Rizkifadhla, "Simulasi Pelimpahan Beban PMT Outgoing PWI 06 saat Terjadi Overload Shedding pada Trafo Incoming 03 Gardu Induk Purwodadi dengan Monitoring VT SCADA," 2019, [Online]. Available:http://eprints.undip.ac.id/77723/.

Most read articles by the same author(s)