Application of Natural Language Processing and Genetic Algorithm to Fine-Tune Hyperparameters of Classifiers for Economic Activities Analysis

I Malashin, I Masich, V Tynchenko, V Nelyub… - Big Data and Cognitive …, 2024 - mdpi.com
This study proposes a method for classifying economic activity descriptors to match
Nomenclature of Economic Activities (NACE) codes, employing a blend of machine learning …

Unveiling Sentiments: A Comprehensive Analysis of Arabic Hajj-Related Tweets from 2017–2022 Utilizing Advanced AI Models

HM Alghamdi - Big Data and Cognitive Computing, 2024 - mdpi.com
Sentiment analysis plays a crucial role in understanding public opinion and social media
trends. It involves analyzing the emotional tone and polarity of a given text. When applied to …

[PDF][PDF] AIMS: AI based Mental Healthcare System

I Alrashide, H Alkhalifah, AA Al-Momen, I Alali… - IJCSNS, 2023 - researchgate.net
In this era of information and communication technology (ICT), tremendous improvements
have been witnessed in our daily lives. The impact of these technologies is subjective and …

Artificial Intelligence and Sentiment Analysis in YouTube Comments: A Comprehensive Overview

K Meghana - 2024 2nd International Conference on Intelligent …, 2024 - ieeexplore.ieee.org
The rapidly evolving landscape of sentiment analysis applied to Y ouTube comments
presents a dynamic and challenging domain. Analyzing these comments encompasses the …

Sentiment Analysis with YouTube Comments Using Deep Learning Approaches

EC Lwin, W Mar, NS Paw, MM Khaing… - … IEEE Conference on …, 2024 - ieeexplore.ieee.org
Social media had become popular over last decades and the users share their information
to others, chats with their friends, families, and others about personal events, information …

Comparative Analysis of Machine Learning Algorithms for Detecting Fake News: Efficacy and Accuracy in the Modern Information Ecosystem

G Airlangga - Journal of Computer Networks, Architecture and …, 2024 - jurnal.itscience.org
In an era where the spread of fake news poses a significant threat to the integrity of the
information landscape, the need for effective detection tools is paramount. This study …

Sentiment Lexicon-Augmented Text Representation Model for Social Media Text Sentiment Analysis

JS Mutinda - 2024 - ir.jkuat.ac.ke
Social media platforms have provided dominant arenas for people to express their opinions
and thoughts about products, services, individuals, and public policy in the form of posts …

Sentiment Analysis of Presidential Candidate Debates from YouTube Videos

UI Shabrina, R Sarno, RNE Anggraini… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The upcoming Indonesian presidential election holds immense democratic significance.
Candidate debates, hosted by prominent journalist Najwa Shihab on her YouTube channel …