Institusion
Institut Teknologi Perusahaan Listrik Negara
Author
ALAMANDA, MEGA
Cahyaningtyas, Rizqia
Dahroni, Andi
Subject
Teknik Informatika
Datestamp
2022-09-22 07:37:00
Abstract :
At the Biro Multimedia Divisi Humas Polri is tasked with monitoring every
content on social networking media where there is hoax or provocative news.
This research aims to accommodate hoax news reports from the public in order
to assist multimedia bureaus in monitoring hoax or provocative news content
available on social media which will then be handled by the Biro Multimedia by
searching for the truth of the news. The method applied to build this system is
text mining, TF-IDF and Vector Space Model (VSM). Text mining to do
preprocessing data, where the report data to be processed is the news report
sentence while the TF-IDF Vector Space Model is to dot he category classifier
hoax or not hoax. This writing uses the Waterfall software development model.
The phase that is owned by Waterfall is the analysis phase, the design phase,
the coding phase, the testing phase and the evaluation phase. The results of this
research provide an alternative to determine the category of news reports
including hoaxes or not hoaxes.