Enhancing Sentiment Analysis With Chatbots: A Comparative Study of Text Pre-Processing
Indri Tri Julianto,
Dede Kurniadi,
Benedicto B. Balilo Jr
Abstract:Text pre-processing plays a crucial role in the Sentiment Analysis process. Machine Learning models like Chat GPT-3.5 by OpenAI and Google Bard serve as alternative methods for text pre-processing. This study aims to evaluate the capabilities of both Chatbots in the text pre-processing stage while assessing their performance using a dataset obtained by crawling from source X. The study involves a comparison of Chat GPT-3.5 and Google Bard using Decision Tree and Naïve Bayes algorithms. The validation process e… Show more
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