Jurnal Sisfokom (Sistem Informasi dan Komputer)
Vol. 15 No. 01 (2026): JANUARY

Automatic Detection of Cyberbullying on Text, Image, and Video: A Systematic Literature Review

Fitro, Achmad (Unknown)
Agung Wibowo, Mochamad (Unknown)
Edi Widodo, Catur (Unknown)



Article Info

Publish Date
08 Dec 2025

Abstract

This study presents a systematic literature review (SLR) on the automatic detection of cyberbullying across multiple media modalities, including text, images, and videos. The PRISMA framework was employed to guide the review process, focusing on articles published from 2020 to 2025 in the Scopus database. A total of 4272 records were initially identified, and after a structured screening process, 120 studies were included in the final synthesis. The results indicate an increasing scholarly interest in the topic, with a peak in 2025. Text-based detection remains the most prevalent approach, but there is a growing trend toward the integration of image and video analysis, particularly using multimodal and hybrid models. Commonly used techniques include Natural Language Processing (NLP), Convolutional Neural Networks (CNN), Support Vector Machines (SVM), and advanced models such as BERT and LSTM. The review also identifies gaps in real-time detection capabilities and the limited use of explainable AI. This study contributes to a deeper understanding of current methods, trends, and future research directions for cyberbullying detection systems

Copyrights © 2026






Journal Info

Abbrev

sisfokom

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management

Description

Jurnal Sisfokom merupakan singkatan dari Jurnal Sistem Informasi dan Komputer. Jurnal ini merupakan kolaborasi antara sivitas akademika STMIK Atma Luhur dengan perguruan tinggi maupun universitas di Indonesia. Jurnal ini berisi artikel ilmiah dari peneliti, akademisi, serta para pemerhati TI. Jurnal ...