Opinion mining based on fuzzy-based system
Shweta Singh, Shiv Kumar Sharma · AIP conference proceedings · 2024
Sentiment analysis is perhaps much more important than previously because of the phenomenal increase in the number of comments and reviews available online in recent years.This work concentrates on the examination of linguistics and fuzzy features of opinion mining due to the tremendously confusing and widespread character of feelings and their manifestations.Because opinions are ambiguous by nature, it might be difficult to address the semantic component of the given feelings.To effectively extract and summarize people's opinions, effective procedures are required.Previous research has often shown that formal logic approaches have been successfully used to mine reviews.This essay provides an overview of sentiment analysis methods, approaches, and issues using linguistics and fuzzy logic.