A survey of sentiment analysis from film critics based on machine learning, lexicon and hybridization

MA Jassim, DH Abd, MN Omri - Neural Computing and Applications, 2023 - Springer
Recent research and developments in the field of Sentiment Analysis (SA) have made it
possible to simplify the detection and classification of sentiments from the textual content …

[PDF][PDF] Detecting fake reviews through sentiment analysis using machine learning techniques

E Elmurngi, A Gherbi - IARIA/data analytics, 2017 - academia.edu
Recently, Sentiment Analysis (SA) has become one of the most interesting topics in text
analysis, due to its promising commercial benefits. One of the main issues facing SA is how …

An empirical study on detecting fake reviews using machine learning techniques

E Elmurngi, A Gherbi - 2017 seventh international conference …, 2017 - ieeexplore.ieee.org
Reputation systems in E-commerce (EC) play a substantial role that allows various parties to
achieve mutual benefits by establishing relationships. The reputation systems aim at hel** …

Graph-aware pre-trained language model for political sentiment analysis in Filipino social media

JA Aquino, DJ Liew, YC Chang - Engineering Applications of Artificial …, 2025 - Elsevier
Elections are emotionally and sentimentally charged events that offer unique opportunities
for analysis of sentiments not typically observed during non-election periods. Unlike …

[PDF][PDF] Fake reviews detection on movie reviews through sentiment analysis using supervised learning techniques

E Elmurngi, A Gherbi - … Journal on Advances in Systems and …, 2018 - personales.upv.es
In recent years, Sentiment Analysis (SA) has become one of the most interesting topics in
text analysis, due to its promising commercial benefits. One of the main issues facing SA is …

A lexical updating algorithm for sentiment analysis on Chinese movie reviews

Y Song, K Gu, H Li, G Sun - … on Advanced Cloud and Big Data …, 2017 - ieeexplore.ieee.org
With the prevalence of Internet, sentiment analysis gets popularity among the world.
Researchers have made use of kinds of online documents like commodities reivews and …

Sentiment Analysis of IMDb Movie Reviews: A Comparative Analysis of Feature Selection and Feature Extraction Techniques

G Karak, S Mishra, A Bandyopadhyay… - … Conference on Hybrid …, 2021 - Springer
Humans are social animals who are dependent on the opinions and experiences of others
when it comes to choosing a product for themselves. Most people need to seek the reviews …

Detection of Online Fake Reviews Based on Text Emotion

S Kiruthika, VV Priyan - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
Abstract online groups offer clients with ways to overpower a few data hurdles and
limitations, like the challenge to get self-governing data about movies and for the co …

Sentiment analysis for decision-making using machine learning algorithms

M Alloghani, T Baker, A Hussain, M Al-Khafajiy… - Data …, 2019 - taylorfrancis.com
Sentiment analysis is a computational technique for studying attitudes, opinions, and
emotions toward an object, such as a public figure or celebrity, events, or a trending topic …

Discriminative features fusion with BERT for social sentiment analysis

DDL Nguyen, YC Huang, YC Chang - Trends in Artificial Intelligence …, 2020 - Springer
The need for sentiment analysis in social networks is increasing. In recent years, many
studies have shifted from author sentiment research to reader sentiment research. However …