Twitter data sentiment analysis of tourism in Thailand during the COVID-19 pandemic using machine learning

N Leelawat, S Jariyapongpaiboon, A Promjun… - Heliyon, 2022 - cell.com
Abstract The coronavirus disease 2019 (COVID-19) pandemic has severely affected
Thailand's economy, which relies heavily on tourism. In this study, we labeled the sentiment …

Using sentiment analysis in tourism research: A systematic, bibliometric, and integrative review

FC Manosso, TC Domareski Ruiz - Journal of Tourism, Heritage & …, 2021 - papers.ssrn.com
Purpose: Sentiment analysis is built from the information provided through text (reviews) to
help understand the social sentiment toward their brand, product, or service. The main …

TSA-CNN-AOA: Twitter sentiment analysis using CNN optimized via arithmetic optimization algorithm

S Aslan, S Kızıloluk, E Sert - Neural Computing and Applications, 2023 - Springer
COVID-19, a novel virus from the coronavirus family, broke out in Wuhan city of China and
spread all over the world, killing more than 5.5 million people. The speed of spreading is still …

An exploratory study of tweets about the SARS-CoV-2 Omicron variant: Insights from sentiment analysis, language interpretation, source tracking, type classification …

N Thakur, CY Han - COVID, 2022 - mdpi.com
This paper presents the findings of an exploratory study on the continuously generating Big
Data on Twitter related to the sharing of information, news, views, opinions, ideas …

Portrait of Indonesian family during one year the COVID-19 pandemic: analysis of factors influencing family welfare and resilience

E Sunarti, AF Fithriyah, N Khoiriyah… - Journal of Disaster …, 2022 - jstage.jst.go.jp
This study aimed to capture aspects of Indonesian family life during a year of the COVID-19
pandemic. Data collected through online questionnaire survey, followed by 1048 …

Sentiment analysis of restaurant customer satisfaction during COVID-19 pandemic in Pattaya, Thailand

N Pleerux, A Nardkulpat - Heliyon, 2023 - cell.com
The tourism and hospitality industry, particularly the restaurant business, has been greatly
affected by the COVID-19 pandemic. To comprehend customer behavior and preferences …

COVID-19 impact on tourism business continuity in Indonesia: A preliminary systematic review

AK Yudha, J Tang, N Leelawat - Journal of Disaster Research, 2022 - jstage.jst.go.jp
The coronavirus disease 2019 (COVID-19) pandemic caused a major shake-up in the global
tourism industry, causing people from all over the world to selfisolate and avoid travel …

Investigation of the Gender-Specific Discourse about Online Learning during COVID-19 on Twitter Using Sentiment Analysis, Subjectivity Analysis, and Toxicity …

N Thakur, S Cui, K Khanna, V Knieling, YN Duggal… - Computers, 2023 - mdpi.com
This paper presents several novel findings from a comprehensive analysis of about 50,000
Tweets about online learning during COVID-19, posted on Twitter between 9 November …

Intelligent lead-based bidirectional long short term memory for COVID-19 sentiment analysis

S Kumari, TP Pushphavathi - Social Network Analysis and Mining, 2022 - Springer
Social media is an online platform with millions of users and is utilized to spread news,
information, world events, discuss ideas, etc. During the COVID-19 pandemic, information …

COVID-19 and tourism: extracting public attitudes

M Hajiabadi, H Vahdat-Nejad… - Current Issues in …, 2023 - Taylor & Francis
Taking advantage of the users' posts on Twitter, we investigate the impact of COVID-19 on
tourism in the early months of the epidemic. For this purpose, more than two million tweets …