William, I.V. and Hidayat, A.T. 2026. Development of a Violence Scene Prediction System in Films Based on Visual Poster Analysis Using The Machine Learning Method Convolutional Neural Network(CNN). Journal of Scientific Research, Education, and Technology (JSRET). 5, 2 (Jun. 2026), 1571–1580. DOI:https://doi.org/10.58526/jsret.v5i2.1003.