TY - JOUR
T1 - Facebook analysis of community sentiment on 2019 Indonesian presidential candidates from Facebook opinion data
AU - Haryanto, Budi
AU - Ruldeviyani, Yova
AU - Rohman, Fathur
AU - Julius Dimas, T. N.
AU - Magdalena, Ruth
AU - Muhamad Yasil, F.
AU - Haryanto, Budi
N1 - Publisher Copyright:
© 2019 The Authors.
PY - 2019/1/1
Y1 - 2019/1/1
N2 - On April 17, 2019, Indonesia will hold a presidential general election. Analysis of public sentiment towards presidential candidates and vice-presidential candidates of Indonesia in 2019 through social media especially Facebook, is needed to find out the popularity and public sentiments towards the candidates. Data was obtained through comments on Facebook posts of three major news media in Indonesia, namely Detik (@detikcom), TribunNews (@tribunnews), and Liputan6 (@liputan6online). The Opinion is classified using the data mining approach using the Naive Bayes Classifier algorithm. This research found that 40.52% of the comments were talking about presidential and vice-presidential candidate Joko Widodo and Maruf Amin (Jokowi-Maruf) meanwhile presidential candidate Prabowo Subianto and his running mate Sandiaga Uno (Prabowo-Sandi) dominate the comments by 59.48%. On the contrary, for the sentiment polarity results, the Jokowi-Maruf dominate by 56.76% positive sentiment and 43.24% negative sentiment, while the Prabowo-Sandi received 24.21% positive sentiment and 75.79% negative sentiment.
AB - On April 17, 2019, Indonesia will hold a presidential general election. Analysis of public sentiment towards presidential candidates and vice-presidential candidates of Indonesia in 2019 through social media especially Facebook, is needed to find out the popularity and public sentiments towards the candidates. Data was obtained through comments on Facebook posts of three major news media in Indonesia, namely Detik (@detikcom), TribunNews (@tribunnews), and Liputan6 (@liputan6online). The Opinion is classified using the data mining approach using the Naive Bayes Classifier algorithm. This research found that 40.52% of the comments were talking about presidential and vice-presidential candidate Joko Widodo and Maruf Amin (Jokowi-Maruf) meanwhile presidential candidate Prabowo Subianto and his running mate Sandiaga Uno (Prabowo-Sandi) dominate the comments by 59.48%. On the contrary, for the sentiment polarity results, the Jokowi-Maruf dominate by 56.76% positive sentiment and 43.24% negative sentiment, while the Prabowo-Sandi received 24.21% positive sentiment and 75.79% negative sentiment.
KW - Data mining
KW - Elections
KW - Naive bayes classifier
KW - Sentiment analysis
UR - http://www.scopus.com/inward/record.url?scp=85078938669&partnerID=8YFLogxK
U2 - 10.1016/j.procs.2019.11.175
DO - 10.1016/j.procs.2019.11.175
M3 - Conference article
AN - SCOPUS:85078938669
SN - 1877-0509
VL - 161
SP - 715
EP - 722
JO - Procedia Computer Science
JF - Procedia Computer Science
T2 - 5th Information Systems International Conference, ISICO 2019
Y2 - 23 July 2019 through 24 July 2019
ER -