[HTML][HTML] Classification of movie reviews using term frequency-inverse document frequency and optimized machine learning algorithms

MZ Naeem, F Rustam, A Mehmood, I Ashraf… - PeerJ Computer …, 2022 - peerj.com
Abstract The Internet Movie Database (IMDb), being one of the popular online databases for
movies and personalities, provides a wide range of movie reviews from millions of users …

The effects of pre-processing strategies in sentiment analysis of online movie reviews

HM Zin, N Mustapha, MAA Murad… - AIP conference …, 2017 - pubs.aip.org
With the ever increasing of internet applications and social networking sites, people
nowadays can easily express their feelings towards any products and services. These …

Sentiment analysis on IMDb movie reviews using hybrid feature extraction method

BS Harish, K Kumar, HK Darshan - 2019 - reunir.unir.net
Social Networking sites have become popular and common places for sharing wide range of
emotions through short texts. These emotions include happiness, sadness, anxiety, fear, etc …

Sentiment analysis of movie reviews based on NB approaches using TF–IDF and count vectorizer

MM Danyal, SS Khan, M Khan, S Ullah… - Social Network Analysis …, 2024 - Springer
Movies have been important in our lives for many years. Movies provide entertainment,
inspire, educate, and offer an escape from reality. Movie reviews help us choose better …

Classification of Amazon book reviews based on sentiment analysis

KS Srujan, SS Nikhil, H Raghav Rao, K Karthik… - … Systems Design and …, 2018 - Springer
Since the dawn of internet, e-shopping vendors like Amazon have grown in popularity.
Customers express their opinion or sentiment by giving feedbacks in the form of text …

Complement naive bayes classifier for sentiment analysis of internet movie database

C Dewi, RC Chen - Asian Conference on Intelligent Information and …, 2022 - Springer
Sentiment analysis (SA), often known as opinion mining, is the subjective examination of a
written text. Moreover, SA is a critical technique in today's artificial intelligence (AI) field for …

[PDF][PDF] Text categorization of movie reviews for sentiment analysis

H Shaziya, G Kavitha, R Zaheer - International Journal of …, 2015 - researchgate.net
Text classification is an important task in many text mining applications. Text data generated
from the reviews have been growing tremendously. People are participating largely in …

An enhanced hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for …

NSM Nafis, S Awang - Ieee Access, 2021 - ieeexplore.ieee.org
Sentiment classification is increasingly used to automatically identify a positive or negative
sentiment in a text review. In classification, feature selection had always been a critical and …

[PDF][PDF] Multinomial Naïve Bayes classifier for sentiment analysis of internet movie database

C Dewi, RC Chen, HJ Christanto… - Vietnam Journal of …, 2023 - academia.edu
Sentiment analysis (SA), also known as opinion mining, is a natural language processing
(NLP) technique used to determine the sentiment or emotional tone behind a piece of text. It …

GBSVM: sentiment classification from unstructured reviews using ensemble classifier

M Khalid, I Ashraf, A Mehmood, S Ullah, M Ahmad… - Applied Sciences, 2020 - mdpi.com
User reviews on social networking platforms like Twitter, Facebook, and Google+, etc. have
been gaining growing interest on account of their wide usage in sentiment analysis which …