EXPERT: Jurnal Manajemen Sistem Informasi dan Teknologi
Vol 12, No 1 (2022): June

Implementasi Long Short-Term Memory pada Chatbot Informasi Akademik Teknik Informatika Unila

Puput Budi Wintoro (Universitas Lampung)
Hilmi Hermawan (Universitas Lampung)
Mona Arif Muda (Universitas Lampung)
Yessi Mulyani (Universitas Lampung)



Article Info

Publish Date
30 Jun 2022

Abstract

The times have made technology develop rapidly and rapidly, one of which is artificial intelligence. According to an Accenture survey, s can help organizations with up to 30% operational costs and users enjoy having 24/7 instant access to the answers they order. However, there are many organizations and companies that have not used s to facilitate business, one of which is the Informatics Engineering Study Program, University of Lampung (PSTI Unila). The purpose of this research is to able to apply the Long Short-Term Memory (LSTM) algorithm to the academic information at PSTI Unila and demonstrate the accuracy of the algorithm. Broadly speaking, this research consists of 4 stages: data collection and exploration, data preparation, building model and training, and testing the model. The model is tested using the user validation method which gets an accuracy of 99%. With these accurate results, this model is quite feasible to be used as a place for students to ask questions about PSTI Unila academic information.

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Journal Info

Abbrev

expert

Publisher

Subject

Computer Science & IT

Description

EXPERT: Jurnal Manajemen Sistem Informasi dan Teknolologi menyajikan artikel/naskah dalam bidang teknologi informasi khususnya dalam Fokus pada 5 kelompok keilmuan di bidang sistem informasi yaitu: Sistem Informasi, Rekayasa Perangkat Lunak (RPL), Jaringan, Multimedia, Security, Teknologi Web dan ...