KLASIFIKASI KOMENTAR PERUNDUNGAN PADA INSTAGRAM MENGGUNAKAN METODE NAÏVE BAYES CLASSIFIER

VERA, VETI and Yusliani, Novi and Miraswan, Kandar Januar (2022) KLASIFIKASI KOMENTAR PERUNDUNGAN PADA INSTAGRAM MENGGUNAKAN METODE NAÏVE BAYES CLASSIFIER. Undergraduate thesis, Sriwijaya University.

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Abstract

Instagram is a social media that can be reached by various groups and is very popular. But in reality Instagram is abused by some users, for example bullying. Bullies do not realize that the comments they make are acts of bullying. Therefore, the classification of comments on Instagram using the Naïve Bayes Classifier method needs to be done to make it easier for users to find out whether the comments are classified as abusive or not. If these comments fall into the category of bullying, then they can be followed up with the authorities. The results of the tests that have been carried out show that the Naïve Bayes Classifier method in classifying bullying comments on Instagram has a fairly good performance. The test results on the system built repeat that the Naïve Bayes Classifier method provides an accuracy value of 85%, Precision of 89%, recall of 79% and f-measure of 84%. Keywords : Naïve Bayes Classifier, Classification, Comments, Bullying, Instagram

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Naïve Bayes Classifier, Klasifikasi, Komentar, Perundungan, Instagram
Subjects:	T Technology > T Technology (General) > T1-995 Technology (General)
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Veti Vera
Date Deposited:	01 Feb 2023 04:13
Last Modified:	01 Feb 2023 04:13
URI:	http://repository.unsri.ac.id/id/eprint/88912

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