Indonesian Journal of Artificial Intelligence and Data Mining
Vol 6, No 2 (2023): September 2023

Virtual Assistant for Thesis Technical Guide Using Artificial Neural Network

Mohammad Ovi Sanjaya (Universitas Jember)
Saiful Bukhori (Universitas Jember)
Muhammad `Ariful Furqon (Universitas Jember)

Article Info

Publish Date
01 Aug 2023

Abstract

This study focuses on finding best practice for Artificial Neural Network (ANN) implementation in the information system for student’s thesis technical instructions. The machine learning model applied sequential model, it means ANN only use 1 input layer, a hidden/dense layer and 1 output layer. The Stochastic Gradient Decent (SGD) method was applied into data training process. The results of this study are chatbot applications, and model testing using the confusion matrix. The result of model evaluation are 99,49% accuracy and 91% in F-1 score.

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Journal Info
Indonesian Journal of Artificial Intelligence and Data Mining
Website

Abbrev

IJAIDM

Publisher

Universitas Islam Negeri Sultan Syarif Kasim Riau

Subject

Computer Science & IT

Description

Indonesian Journal of Artificial Intelligence and Data Mining (IJAIDM) is an electronic periodical publication published by Puzzle Research Data Technology (Predatech) Faculty of Science and Technology UIN Sultan Syarif Kasim Riau, Indonesia. IJAIDM provides online media to publish scientific ...