Predicting Emotion Before an Utterance: Replacing Contextual Information with Knowledge-Based Prediction Topics: Deep Learning; Machine Learning; Natural Language Processing; Neural Networks In Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, 109-116, 2024 , Rome, Italy