Sentiment and Emotion Analysis: A Novel Approach to Detect Sentiments by using Multi-Layer Perceptron

Abstract

The majority of sentiment analysis strategies rely on extensive data preprocessing, which includes carefully selecting the appropriate pattern based on the data's composition, intuitive analysis, and considerations such as vocabulary.We proposed a method for online site opinion such as IMDB movie review to analysis sentiment and emotion using the dynamic architecture for multi-layer perceptron. The proposed Multi-Layer Perceptronapproach exploits challenges associated with the distinguishing characteristics of the Movie Review facts, and the recall of fuzzy sentimental expressions. The dynamic features of perceptron of Artificial Neural Network produced a final decision feature representation consisting of multiple layers, with greater feature density.