Movie Sentiment Analysis using Deep Learning RNN
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2021, Vol 5, Issue 4
Abstract
Sentimental analysis or opinion mining is the process of obtaining sentiments about a given textual data using various methods of deep learning algorithms. The analysis is used to determine the polarity of the data as either positive or negative. This classifications can help automate data representation in various sectors which has a public feedback structure. In this paper, we are going to perform sentiment analysis on the infamous IMDB database which consists of 50000 movie reviews, in which we perform training on 25000 instances and test it on 25000 to determine the performance of the model. The model uses a variant of RNN algorithm which is LSTM Long Short Term Memory which will help us a make a model which will decide the polarity between 0 and 1. This approach has an accuracy of 88.04 Nirsen Amal A | Vijayakumar A "Movie Sentiment Analysis using Deep Learning - RNN" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021, URL: https://www.ijtsrd.compapers/ijtsrd42414.pdf Paper URL: https://www.ijtsrd.comcomputer-science/other/42414/movie-sentiment-analysis-using-deep-learning--rnn/nirsen-amal-a
Authors and Affiliations
Nirsen Amal A | Vijayakumar A
Capital Market Instruments in India - A Profile
In this paper entirely focused on the brand awareness of consumer purchasing decision while on the buying of the product. This study examines relation between brand awareness and consumer buying decision while before and...
Effectual P and O Perturb and Observe Algorithm Based MPPT Control for Islanded Micro Grid
According to scientific research a big concern for mankind that the atmospheric change caused by the utilization or the consumption of fossil fuels provides us a great opportunity to make the renewable energy concept one...
A Review Paper on Solar Panel Based Smart Irrigation System using GSM Module
Solar powered smart irrigation systems are very useful for farmers.Solar energy has emerged as viable source of renewable energy over the past few decades and is now used for various applications such as emergency lighti...
Design Calculation of Lab Based Vapour Compression System
This paper deals with experimental investigation to calculate the value of main components of vapor compression refrigeration system and experimental results by using three different length of the capillary tube. At pres...
Design of Earthing in Underground Substation using ETAP with Constraints
This paper describes the earthing design of a distribution substation 33kV 415V, 50Hz system. in this type of substation equipment’s are 33kV HV panel, transformer, battery, battery charger and Low voltage panels. The ea...