[HTML][HTML] Exploring tourist experience through online reviews using aspect-based sentiment analysis with zero-shot learning for hospitality service enhancement

I Nawawi, KF Ilmawan, MR Maarif, M Syafrudin - Information, 2024 - mdpi.com
Hospitality services play a crucial role in shaping tourist satisfaction and revisiting intention
toward destinations. Traditional feedback methods like surveys often fail to capture the …

Methodology for measuring individual affective polarization using sentiment analysis in social networks

R Martínez-España, J Fernández-Pedauye… - IEEE …, 2024 - ieeexplore.ieee.org
Affective polarization has important consequences for societies and institutions. At the
institutional level, it hinders agreement among political actors, which damages the stability of …

Cross-Domain Discriminative Subspace Classification Algorithm for Review Text Sentiment Recognition Oriented E-Commerce Platforms

Y Fan, X Mi, Y Nie - IEEE Transactions on Consumer …, 2024 - ieeexplore.ieee.org
Online reviews on E-commerce platforms contain users' opinions and emotions about the
purchased products. How to enable machines to understand the semantics of review texts …

In-Context Learning for Long-Context Sentiment Analysis on Infrastructure Project Opinions

A Shamshiri, KR Ryu, JY Park - arXiv preprint arXiv:2410.11265, 2024 - arxiv.org
Large language models (LLMs) have achieved impressive results across various tasks.
However, they still struggle with long-context documents. This study evaluates the …

Chinese Multicategory Sentiment of E-Commerce Analysis Based on Deep Learning

H Li, J Wang, Y Lu, H Zhu, J Ma - Electronics, 2023 - mdpi.com
With the continuous rise of information technology and social networks, and the explosive
growth of network text information, text sentiment analysis technology now plays a vital role …

[HTML][HTML] Nested Sentiment Analysis for ESG Impact: Leveraging FinBERT to Predict Market Dynamics Based on Eco-Friendly and Non-Eco-Friendly Product …

A Saxena, A Santhanavijayan, HK Shakya, G Kumar… - Mathematics, 2024 - mdpi.com
In the current era, the environmental component of ESG is recognized as a major driver due
to the pressing challenges posed by climate change, population growth, global warming …

[PDF][PDF] Scholarly Communication and Information Behavior in Chinese Social Networks: A Sentiment Analysis of WeChat Academic Communities

J Feng - Profesional de la información, 2024 - revista.profesionaldelainformacion …
Scholarly Communication and Information Behavior in Chinese Social Networks: A
Sentiment Analysis of WeChat Academic Communities Page 1 Profesional de la información …

Improving E-Commerce Organization Performance Using Big Data Analytics and Artificial Intelligence

D Kalla - 2024 - search.proquest.com
This dissertation investigates the usefulness of sentiment analysis in comprehending
consumer preferences and offers suggestions for applying sentiment analysis in a …

iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification

Y Jin, A Carrasco-Revilla, M Chen - arXiv preprint arXiv:2409.15848, 2024 - arxiv.org
In developing machine learning (ML) models for text classification, one common challenge
is that the collected data is often not ideally distributed, especially when new classes are …

A Multilingual Sentiment Lexicon for Low-Resource Language Translation using Large Languages Models and Explainable AI

M Malinga, I Lupanda, MW Nkongolo… - arXiv preprint arXiv …, 2024 - arxiv.org
South Africa and the Democratic Republic of Congo (DRC) present a complex linguistic
landscape with languages such as Zulu, Sepedi, Afrikaans, French, English, and Tshiluba …