MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer
Vol. 23 No. 2 (2024)

Sentiment Analysis of e-Government Service Using the Naive Bayes Algorithm

Winny purbaratri (Institut Keuangan-Perbankan dan Informatika Asia Perbanas, Jakarta, Indonesia)
Hindriyanto Dwi Purnomo (Universitas Kristen Satya Wacana University, Salatiga, Indonesia)
Danny Manongga (Universitas Kristen Satya Wacana University, Salatiga, Indonesia)
Iwan Setyawan (Universitas Kristen Satya Wacana University, Salatiga, Indonesia)
Hendry Hendry (Universitas Kristen Satya Wacana University, Salatiga, Indonesia)



Article Info

Publish Date
26 Mar 2024

Abstract

E-Government which involves the use of communication and information technology to provide Public services have three obstacles. One of these obstacles is the implementation of e-Government by autonomous regional governments is still carried out individually. Apart from that, implementing the website regions are also not supported by efficient management systems and work processes, this is partly the case This is largely due to the lack of preparation of regulations, procedures and limited resources man. Apart from that, many local governments consider implementing e-Government only involves developing local government websites. More precisely, the implementation of e-Government It is only limited to the maturity stage and ignores the three other important stages that need to be completed. The aim of this research is to determine the level of public approval for government application services. This research uses the Naive Bayes Classifier approach as the methodology. The data sources used in this research consist of user reviews and comments obtained from Google Play Store. The results of this investigation produce a level of precision The highest is achieving a score of 83%. Additionally it shows an accuracy rate of 83%,levelcompleteness is 100%, and F-measure is 90.7%.

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Journal Info

Abbrev

matrik

Publisher

Subject

Computer Science & IT

Description

MATRIK adalah salah satu Jurnal Ilmiah yang terdapat di Universitas Bumigora Mataram (eks STMIK Bumigora Mataram) yang dikelola dibawah Lembaga Penelitian dan Pengabadian kepada Masyarakat (LPPM). Jurnal ini bertujuan untuk memberikan wadah atau sarana publikasi bagi para dosen, peneliti dan ...