Online Prediction of Positive and Negative Emotionology Applying Machine Learning Technique

Owing to the meteoric rise of the Web, social media platforms have evolved into an essential part of the manner in which people express their thoughts and emotions through writing. Written words, visuals, sound, and moving pictures are just some of the many ways in which people share their ideas and opinions with the world. In the blink of an eye, a myriad of unstructured social media structures unexpectedly generat vast amounts of unstructured online data that can be used to better comprehend human psychology. Sentiment analysis, which determines the tone of a piece of writing, can be used for this purpose. Analyze the reviews that the individual has read and decide whether the author’s point of view is positive, negative, or neutral. Some critics argue that emotion recognition is necessary to select a person’s emotional/mental kingdom because emotion analysis is inadequate,- and that judgment of a person’s emotional/mental kingdom at the level of emotion evaluation, numerous emotional models, emotion studies, and feeling intensity is unreliable. Sentences that recognize your mannerisms. Evaluations of emotions and perspectives are difficult because of the difficulties encountered.