JIPN (Journal of Informatics Pelita Nusantara)
Vol 4 No 1 (2019): Computer Science

ANALISIS SENTIMEN CALON GUBERNUR JAWA TIMUR 2018 DENGAN METODE NAIVE BAYES CLASSIFIER

Ghulam Asrofi Buntoro (Universitas Muhammadiyah Ponorogo)



Article Info

Publish Date
28 Mar 2019

Abstract

The East Java Governor Election 2018 is also felt in the virtual world especially Twitter. All people freely argue about their respective governor candidates, memorandum raises many opinions, not only positive or neutral also negative opinions. Media growth is so rapid, revealing a lot of online media from the news media to social media. Today's social media is not only used of friendship, but also for other activities. Promos of trading or buying and selling, until political party promos or campaigns of candidates for regents, governors, legislative candidates until presidential candidates. The research objective is to conduct a method of Sentiments Analysis for Governor candidates East Java 2018 in twitter with optimal and maximum optimization. While the benefits are to help the community conduct research on opinions on twitter which contains positive, neutral or negative sentiments. Sentiments Analysis for Governor candidates East Java 2018 in twitter using non-conventional processes that save costs, time and effort. The results of Khofifah's dataset are 77% accuracy, 79.2% precision, 77% recall, 98.6% TP rate and 22.2% TN rate. For the results of GusIpul dataset, accuracy is 76%, precision 74.4%, recall 76%, the TP rate is 93.8% and the TN rate is 52.9%.

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Journal Info

Abbrev

JIPN

Publisher

Subject

Computer Science & IT

Description

JIPN atau singkatan dari Journal Of Informatic adalah media publikasi untuk penelitian dan pengabdian. Jurnal ini dibuat sebagai sarana bagi dosen dan mahasiswa dalam pengaplikasi kegiatan belajar mengajar yaitu peneltian dan pengabdian kepada ...