How does Cebuano Sentiment Analysis work?
- Lexicon-Based Approach. This method utilizes a predefined list of Cebuano words associated with specific sentiments to analyze the text.
- Machine Learning. Machine learning techniques are used to train models on annotated Cebuano text data to predict sentiments automatically.
- Natural Language Processing (NLP). NLP techniques are employed to understand the linguistic structure of Cebuano sentences for better sentiment detection.
- Deep Learning. Deep learning models, particularly recurrent neural networks (RNNs), can capture complex patterns in Cebuano text for sentiment classification.