Sentiment analysis of reviews using Nature Inspired Algorithm

Social media now plays an important role is sharing the views or comments about a topic. These comments are available to the users for their processing and future decision making process. As the reviews contains mostly text or emojis, thus, these need to be processed properly to get meaningful information. Nature is always a source for information and knowledge. Many activities happens in the words, that help to classify the reviews or comments. In this paper, Genetic Algorithm (GA) is considered for processing the reviews. GA is based on the process of genetic evaluation. Different GA operations are implemented to get a better classification result. The reviews are processed using the proposed algorithms and finally, the confusion matrix is generated, which helps to generate the evaluation parameters to evaluate the results.