Sentiment Analysis of Movie Reviews Using Machine Learning Techniques

Abstract: Sentimental analysis is the analysis of opinions and emotions from any type of message or text. Sentimental analysis of the data is very helpful to convey the emotion of the majority or particular individual. It is also called opinion mining. This technique is performed to find the sentiment of the individual for a given source of content. Online platforms like social media contain a high volume of data in the form of reviews, tweets, comments, blogs, etc. This paper analyzes the movie reviews using various methods such as KNN, Naive Bayes, LSTM, and Random Forest Classifier.

Keywords: Dataset, Sentiment Analysis, Reviews, K-Nearest Neighbor, Naive Bayes.