Jurnal Ilmu Komputer
Vol 16 No 2 (2023): Jurnal Ilmu Komputer

Chatbot Menggunakan Metode Levenshtein Distance Dalam Pencarian Mobil Bekas

Arsianto, Muhammad Alif Rahmat Novian (Unknown)
Rahani, Faisal Fajri (Unknown)



Article Info

Publish Date
28 Sep 2023

Abstract

Car as private transportation has an important role as a means to carry out daily activities including going to work, shopping, and other activities. The potential buyer of its vehicle often faces some difficulties related to the price and condition of the car. They were confused about finding information for the required car. Nowadays, technology is used to solve these problems. One of the methods is by using a chatbot application that applies artificial intelligence. Chatbot is a software application that replaces a live human agent to conduct a conversation via text or text to speech. Population in this research are 235 data of used car in 2020. The variables that used are brand, built year, petroleum, transmission, milestone, engine capacity, and price. The natural language programming using levenshtein distance algorithm that can be measured of difference between two strings. The stages including data preparation, cleaning, selection, transformation, grouping questions, implementation of levenshtein distance algorithm, and system testing. The aim to determine whether Chatbot using Levensthein distance algorithm is good enough to help potential buyer of used car. The accuracy value of this method reaches 69% with a total of 40 grouping questions from 2050 data.

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Journal Info

Abbrev

jik

Publisher

Subject

Computer Science & IT Languange, Linguistic, Communication & Media Library & Information Science

Description

JIK is a peer-reviewed scientific journal published by Informatics Department, Faculty of Mathematics and Natural Science, Udayana University which has been published since 2008. The aim of this journal is to publish high-quality articles dedicated to all aspects of the latest outstanding ...