Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 5 No 7 (2021): Juli 2021

Klasifikasi Tweets Masyarakat yang Membicarakan Layanan GoFood dan GoRide pada GoJek Dimedia Sosial Twitter Selama Masa Kenormalan Baru (New Normal) dengan Metode Naive Bayes

Alvian Akmal Nabhan (Fakultas Ilmu Komputer, Universitas Brawijaya)
Bayu Rahayudi (Fakultas Ilmu Komputer, Universitas Brawijaya)
Dian Eka Ratnawati (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
25 Jun 2021

Abstract

Twitter is a social media that has long been used and is still a trend today. On Twitter, a lot of users write an opinion on something that is currently being discussed and becomes a trend topic. Early May 2020 the world was shaken by the presence of Coronavirus Disease-19 which causes all life in all parts of the world to be constrained, especially the government sector which has an impact on economic activity has decreased. In Indonesian, a lot of companies have gone bankrupt and must terminate the employment. At that time, the transportation sector companies were the most affected is GoJek online transportation which was successful as a unicorn start-up. GoJek was badly hit by the implementation of the PSBB in various regions. Therefor, the community grouped tweets for existing services on GoJek in social media twitter during the pandemic and new normal . In this study case, the GoJek services used are GoFood and GoRide using Naive Bayes classification model with testing using cross validation and confusion matrix. From this classification, good accuracy result are obtained by testin with 10-fold with mean accuracy 0,94, precission 0,73, recall 0,72 f-measure 0,72.

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Journal Info

Abbrev

j-ptiik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

Description

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian ...