Implementasi Teknologi Chatbot sebagai Media Informasi di Universitas Negeri Medan

Natural Language Processing (NLP) is a branch of Artificial Intelligence (AI) that deals with the interaction between computers and humans through natural language. In general, NLP is applied in various applications, such as language translators, for example Google Translate, and chatbots. This study will discuss further about chatbots with a software development approach using the System Development Life Cycle (SDLC) method. The dataset used in this study was obtained from the website of the State University of Medan (Unimed) and some additional information collected from third parties. Although the State University of Medan has implemented information technology, the response to questions received through the campus's online messaging service is still relatively slow, because until now these questions are still answered manually by the admin. The author and team pay attention to how a university provides information to students and prospective students regarding various questions about the campus and academic environment. Because problems were found in the information service system on the Unimed campus, the researcher provided an information service to solve this problem. This study resulted in an information service in the form of a chatbot for the State University of Medan, with an accuracy rate of around 70%. This chatbot is designed to operate through the Telegram messaging application, so it is expected to increase efficiency in responding to user questions.

Authors

Institutions

Publication Details

Journal
JURNAL TEKNIK MESIN INDUSTRI ELEKTRO DAN INFORMATIKA
Published
2025-02-06
DOI
https://doi.org/10.55606/jtmei.v4i1.4820
Primary Topic
Information Retrieval and Data Mining
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Implementasi Teknologi Chatbot sebagai Media Informasi di Universitas Negeri Medan

Bastul Wajhi Akramunnas, Siti Nurjanah, Muhammad Ikhsan, Asde Rahmawati et al.
JURNAL TEKNIK MESIN INDUSTRI ELEKTRO DAN INFORMATIKA
Information Retrieval and Data Mining
article

Implementasi Teknologi Chatbot sebagai Media Informasi di Universitas Negeri Medan

Bastul Wajhi Akramunnas, Siti Nurjanah, Muhammad Ikhsan, Asde Rahmawati, Fahrizal Fahrizal, Dila Marta Putri
article en

Abstract

Natural Language Processing (NLP) is a branch of Artificial Intelligence (AI) that deals with the interaction between computers and humans through natural language. In general, NLP is applied in various applications, such as language translators, for example Google Translate, and chatbots. This study will discuss further about chatbots with a software development approach using the System Development Life Cycle (SDLC) method. The dataset used in this study was obtained from the website of the State University of Medan (Unimed) and some additional information collected from third parties. Although the State University of Medan has implemented information technology, the response to questions received through the campus's online messaging service is still relatively slow, because until now these questions are still answered manually by the admin. The author and team pay attention to how a university provides information to students and prospective students regarding various questions about the campus and academic environment. Because problems were found in the information service system on the Unimed campus, the researcher provided an information service to solve this problem. This study resulted in an information service in the form of a chatbot for the State University of Medan, with an accuracy rate of around 70%. This chatbot is designed to operate through the Telegram messaging application, so it is expected to increase efficiency in responding to user questions.

JURNAL TEKNIK MESIN INDUSTRI ELEKTRO DAN INFORMATIKAVol. 4(1)
Institut Teknologi dan Bisnis Kalbe (ID), Riau University (ID)
Openalex Percentile: Top 98%
Information Retrieval and Data Mining
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Implementasi Teknologi Chatbot sebagai Media Informasi di Universitas Negeri Medan — Bastul Wajhi Akramunnas, Siti Nurjanah, et al. · JURNAL TEKNIK MESIN INDUSTRI ELEKTRO DAN INFORMATIKA (2025) | TGRS Research Map | TGRS