Media Bina Ilmiah
Vol. 17 No. 11: Juni 2023

PREDICTION OF CRIME VIRALITY BY INDONESIA NATIONAL POLICE ON SOCIAL MEDIA

Yudhi Prasongko (Computer Science Department, BINUS Graduate Program, Master of Computer Science Bina Nusantara University Jakarta)
Abba Suganda Girsang (Computer Science Department, BINUS Graduate Program, Master of Computer Science Bina Nusantara University Jakarta)
Andry Yayogi (Computer Science Department, BINUS Graduate Program, Master of Computer Science Bina Nusantara University Jakarta)
Deny Prasetyo (Computer Science Department, BINUS Graduate Program, Master of Computer Science Bina Nusantara University Jakarta)



Article Info

Publish Date
29 Jun 2023

Abstract

Twitter is the most generally involved online entertainment stage for sharing data. Furthermore, Twitter is quite possibly of the biggest social medium in Indonesia. The vast majority of the data or news that is distributed comes from issues or occasions that are creating in the public eye. The issue of police officers committing crimes is one that quickly becomes viral. This examination is a continuation of past exploration to foresee virality in view of Twitter information. Predicting and classifying text in the form of tweets and posts (socmed Twitter) using BERT. IndoBERT as a safeguarded model in the characterization of kinds of wrongdoing. ViralBERT to foresee tweet virality utilizing text includes and adding numeric highlights to enhance virality forecasts. Using the baseline from this study, the data set was used to train ViralBert and validate model results. The dataset was gathered utilizing the Twitter Programming interface with the watchwords 'oknum polisi' and oknum polri'. The consequences of this virality expectation will be utilized as a kind of perspective by the police in following up a case that is viral locally

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Journal Info

Abbrev

MBI

Publisher

Subject

Humanities Social Sciences Other

Description

Media Bina Ilmiah, ISSN 1978-3787 (print) | 2615-3505 (online), diterbitkan 12 (Dua Belas) nomor dalam setahun (Januari-Desember) oleh BINA PATRIA. Jurnal ini merupakan sarana komunikasi dan penyebarluasan informasi hasil-hasil penelitian dan pengembangan, kajian serta pemikiran dalam bidang ...