[HTML][HTML] Innovative Forward fusion feature selection algorithm for sentiment analysis using supervised classification

AM Mostafa, M Aljasir, M Alruily, A Alsayat, M Ezz - Applied Sciences, 2023 - mdpi.com
Sentiment analysis is considered one of the significant trends of the recent few years. Due to
the high importance and increasing use of social media and electronic services, the need for …

[PDF][PDF] Hybrid feature selection framework for sentiment analysis on large corpora

KS Adewole, AO Balogun, MO Raheem… - Jordanian Journal of …, 2021 - researchgate.net
Sentiment analysis has recently drawn considerable research attention in recent years
owing to its applicability in determining users' opinions, sentiments and emotions from large …

A comparative study of persian sentiment analysis based on different feature combinations

K Dashtipour, M Gogate, A Adeel, A Hussain… - … , Signal Processing, and …, 2019 - Springer
In recent years, the use of internet and correspondingly the number of online reviews,
comments and opinions have increased significantly. It is indeed very difficult for humans to …

Hybrid filter–wrapper feature selection method for sentiment classification

G Ansari, T Ahmad, MN Doja - Arabian Journal for Science and …, 2019 - Springer
The feature selection (FS) has been the latest challenge in the area of sentiment
classification. The filter-and wrapper-based feature selection methods are applied in the …

[PDF][PDF] Persian sentiment analysis: feature engineering, datasets, and challenges

R Asgarnezhad, SA Monadjemi - Journal of applied intelligent …, 2021 - researchgate.net
With the pervasive growth of web-based businesses, sentiment analysis of online reviews
has attracted increasing interest among text mining experts. The problem is complicated …

[PDF][PDF] Research Article Arabic Sentiment Analysis with Optimal Combination of Features Selection and Machine Learning Approaches

B Sabri, S Saad - … Journal of Applied Sciences, Engineering and …, 2016 - researchgate.net
The main objective of this research study is to design a model that allows for the utilization of
a novel technique for the implementation of sentiment analysis in the Arabic language …

[HTML][HTML] The construction of an accurate Arabic sentiment analysis system based on resources alteration and approaches comparison

I Touahri - Applied Computing and Informatics, 2022 - emerald.com
Purpose This paper purposed a multi-facet sentiment analysis system. Design/methodology/
approach Hence, This paper uses multidomain resources to build a sentiment analysis …

Deep learning-based hybrid sentiment analysis with feature selection using optimization algorithm

DAJ Daniel, MJ Meena - Multimedia Tools and Applications, 2023 - Springer
In the past few years, sentiment analysis (SA) of online content has gained more attention in
the research area due to the enormous increase of online content from various sources like …

Urdu sentiment analysis using supervised machine learning approach

N Mukhtar, MA Khan - … Journal of Pattern Recognition and Artificial …, 2018 - World Scientific
From the last decade, Sentiment Analysis of languages such as English and Chinese are
particularly the focus of attention but resource poor languages such as Urdu are mostly …

Building large arabic multi-domain resources for sentiment analysis

H ElSahar, SR El-Beltagy - … conference on intelligent text processing and …, 2015 - Springer
While there has been a recent progress in the area of Arabic Sentiment Analysis, most of the
resources in this area are either of limited size, domain specific or not publicly available. In …