@inproceedings{74087b853dfd46f89f7e960dea398450,
title = "Hate speech detection on Indonesian instagram comments using FastText approach",
abstract = "Instagram is one of social media hype, potentially used to spread hatred. The objective of our study is to conduct hate speech detection on Instagram comments for Indonesian language. We used FastText as the classifier and word representation. The experiment results showed that FastText is better than Random Forest Decision Tree and Logistic Regression. The highest result achieved when FastText is combined with bigram feature with F-measure of 65.7%.",
keywords = "FastText, Hate speech detection, Instagram",
author = "Pratiwi, {Nur Indah} and Indra Budi and Ika Alfina",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 10th International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018 ; Conference date: 27-10-2018 Through 28-10-2018",
year = "2018",
month = jul,
day = "2",
doi = "10.1109/ICACSIS.2018.8618182",
language = "English",
series = "2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "447--450",
booktitle = "2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018",
address = "United States",
}