How does Zulu Sentiment Analysis work?
- Machine Learning. Machine learning algorithms are trained on labeled Zulu text data to learn how to classify sentiments as positive, negative, or neutral.
- Natural Language Processing. NLP techniques process and analyze Zulu language text, allowing the system to understand context and tone which are crucial for accurate sentiment analysis.
- Lexicon-based Approach. This method uses predefined lists of words associated with sentiments in Zulu to analyze text and ascertain its emotional polarity.
- Deep Learning. Deep learning models, like neural networks, are utilized to increase accuracy in identifying complex sentiment patterns in large volumes of Zulu text.