Abstract
A different point of view can help you make better decisions. People exchange useful knowledge with others thanks to the advent of social media via the Internet. This knowledge is utilised to coordinate, explore, and analyse for better decision making. Opinion Mining is a task in Natural Language Processing that involves defining and extracting information in order to analyse a person's attitude. The basic goal of opinion mining is to determine the polarity of a review at the phrase level, and whether the transmitted opinion is favourable or negative. Metaheuristic algorithms are currently widely utilised in data mining, engineering designs, image processing, and machine learning optimization. These algorithms are typically simple and adaptable, straightforward to implement, and practical. Some fields remain undeveloped.
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