A survey on sentiment analysis methods, applications, and challenges

M Wankhade, ACS Rao, C Kulkarni - Artificial Intelligence Review, 2022 - Springer
The rapid growth of Internet-based applications, such as social media platforms and blogs,
has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis …

Sentiment analysis in hospitality and tourism: a thematic and methodological review

F Mehraliyev, ICC Chan, AP Kirilenko - International Journal of …, 2022 - emerald.com
Purpose This study aims to conduct a systematic review and critically analyze the sentiment
analysis literature in hospitality and tourism from methodological (data sets and analyzes) …

A survey of ensemble learning: Concepts, algorithms, applications, and prospects

ID Mienye, Y Sun - IEEE Access, 2022 - ieeexplore.ieee.org
Ensemble learning techniques have achieved state-of-the-art performance in diverse
machine learning applications by combining the predictions from two or more base models …

The effect of online consumer reviews on purchasing intention through product mental image

L Al-Abbadi, D Bader, A Mohammad… - … Journal of Data and …, 2022 - growingscience.com
The aim of the study is to examine the impact of online consumer reviews on purchasing
intention through product mental image. The primary sources represented by the instrument …

[HTML][HTML] Automated decision-making: Hoteliers' perceptions

S Ivanov, C Webster - Technology in Society, 2024 - Elsevier
The paper investigates the attitudes of hoteliers towards the use of artificial intelligence in
the decision-making process in various departments within hotels. It evaluates the …

The influencing factors on impulse buying behavior of consumers under the mode of hunger marketing in live commerce

Z Zhang, N Zhang, J Wang - Sustainability, 2022 - mdpi.com
The sustainability of live commerce is closely dependent on the impulse buying behavior of
consumers because of its live characters compared to the traditional e-commerce mode …

Application of ChatGPT in Improving Customer Sentiment Analysis for Businesses

F Sudirjo, K Diantoro, JA Al-Gasawneh… - Jurnal Teknologi …, 2023 - jurnal.unidha.ac.id
In the contemporary era of digitization, prosperous enterprises exhibit a keen interest in the
feedback and perceptions of their customers regarding the products or services they …

HCovBi-caps: hate speech detection using convolutional and Bi-directional gated recurrent unit with Capsule network

S Khan, A Kamal, M Fazil, MA Alshara, VK Sejwal… - IEEE …, 2022 - ieeexplore.ieee.org
Adversaries and anti-social elements have exploited the rapid proliferation of computing
technology and online social media in the form of novel security threats, such as fake …

Improving aspect-based sentiment analysis with Knowledge-aware Dependency Graph Network

H Wu, C Huang, S Deng - Information Fusion, 2023 - Elsevier
Aspect-based sentiment analysis (ABSA) aims to mine multiple sentiment–target pairs
contained in a review sentence. The main challenge of this task is how to extract the …

Development of methodology for classification of user experience (UX) in online customer review

Y Son, W Kim - Journal of Retailing and Consumer Services, 2023 - Elsevier
In e-commerce, customer feedback has become an essential source of insight into a product
or service's user experience (UX). The study of UX helps to integrate customers' potential …