Using topic modeling methods for short-text data: A comparative analysis

R Albalawi, TH Yeap, M Benyoucef - Frontiers in artificial intelligence, 2020 - frontiersin.org
With the growth of online social network platforms and applications, large amounts of textual
user-generated content are created daily in the form of comments, reviews, and short-text …

Improving the performance of sentiment analysis using enhanced preprocessing technique and Artificial Neural Network

A Thakkar, D Mungra, A Agrawal… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
With the presence of a massive amount of digitally recorded data, an automated
computation can be preferable over the manual approach to evaluate sentiments within …

An improved approach for sentiment analysis of arabic tweets in twitter social media

H AlSalman - 2020 3rd International conference on computer …, 2020 - ieeexplore.ieee.org
Recently, sentiment analysis of social media contents is very important for opinion mining in
several applications and different fields. Arabic sentiment analysis is one of the more …

A Deep Neural Network‐Based Approach for Sentiment Analysis of Movie Reviews

K Ullah, A Rashad, M Khan, Y Ghadi, H Aljuaid… - …, 2022 - Wiley Online Library
The number of comments/reviews for movies is enormous and cannot be processed
manually. Therefore, machine learning techniques are used to efficiently process the user's …

[HTML][HTML] Cross-domain aspect detection and categorization using machine learning for aspect-based opinion mining

AF Pathan, C Prakash - … Journal of Information Management Data Insights, 2022 - Elsevier
There is an increase in the development of social media and electronic commerce sites day
by day. In order to express their opinions about the products purchased user's write …

Analysis of sentiment on movie reviews using word embedding self-attentive LSTM

S Sivakumar, R Rajalakshmi - International Journal of Ambient …, 2021 - igi-global.com
In the contemporary world, people share their thoughts rapidly in social media. Mining and
extracting knowledge from this information for performing sentiment analysis is a complex …

A survey of sentiment analysis based on machine learning

P Lin, X Luo - Natural Language Processing and Chinese Computing …, 2020 - Springer
Abstract Every day, Facebook, Twitter, Weibo and other social network sites and major e-
commerce sites generate a large number of online reviews with emotions. The analysing …

Government agility and management information systems: Study of regional government financial reports

J Ahmad, A Ekayanti, N Nonci… - The Journal of Asian …, 2020 - koreascience.kr
This study investigates the application of management information systems to the quality of
local government financial reports, especially the principle of transparency and the law of …

Unravelling Player's Insights: A Comparative Analysis of Topic Modelling Techniques on Game Reviews and Video Game Developers' Perspectives

X Tong, I Willcock, Y Sun - IEEE Transactions on Games, 2024 - ieeexplore.ieee.org
Game reviews function as an important customercreated resource for game studies as they
allow practitioners and developers to analyse players' opinions. Despite this, there are few …

Sentiment analysis of user-generated reviews of women safety mobile applications

AJ Bonny, M Jahan, ZF Tuna… - 2022 First …, 2022 - ieeexplore.ieee.org
Google play store is an application store from where people get various kinds of applications
for android certified devices which makes life a lot easier and faster through the diverse …