KALBISIANA Jurnal Sains, Bisnis dan Teknologi
Vol. 8 No. 1 (2022): Kalbisiana

Implementasi Neural Network untuk Pembuatan Chatbot Menggunakan Dataset Pertanyaan Mahasiswa

Imanuel Ruben (Institut Teknologi dan Bisnis Kalbis)

Article Info

Publish Date
11 Jul 2022

Abstract

This research develops a machine learning model for chatbot and chatbot applications. Chatbot is an area of application of Machine Learning and Natural Language Processing. Modelling is done by using the Deep Learning algorithm. The training data used for training is obtained by observation in the student manual of Kalbis Institute. The model created produces an accuracy of 98% and loss value of 0.05275. The model created was tested in the form of a chatbot application by giving various questions relating to topic in the student manual of Kalbis Institute.

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Journal Info
KALBISIANA Jurnal Sains, Bisnis dan Teknologi
Website

Abbrev

kalbisiana

Publisher

UNIVERSITAS KALBIS

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Industrial & Manufacturing Engineering Social Sciences

Description

KALBISIANA Jurnal Sains, Bisnis dan Teknologi adalah jurnal akses terbuka akademik yang bertujuan untuk mempromosikan integrasi sains, bisnis dan teknologi. Fokusnya adalah menerbitkan makalah tentang sains, bisnis dan teknologi. Makalah yang dikirimkan akan ditinjau oleh komite teknis jurnal. Semua ...