A review of early COVID-19 research in tourism: Launching the Annals of Tourism Research's Curated Collection on coronavirus and tourism

Y Yang, CX Zhang, JM Rickly - Annals of Tourism Research, 2021 - Elsevier
The COVID-19 pandemic has brought unparalleled impacts to the global tourism industry,
thus inspiring a wave of academic research. This paper presents a review of the early …

A topic modeling comparison between lda, nmf, top2vec, and bertopic to demystify twitter posts

R Egger, J Yu - Frontiers in sociology, 2022 - frontiersin.org
The richness of social media data has opened a new avenue for social science research to
gain insights into human behaviors and experiences. In particular, emerging data-driven …

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 …

The longest month: analyzing COVID-19 vaccination opinions dynamics from tweets in the month following the first vaccine announcement

LA Cotfas, C Delcea, I Roxin, C Ioanăş, DS Gherai… - Ieee …, 2021 - ieeexplore.ieee.org
The coronavirus outbreak has brought unprecedented measures, which forced the
authorities to make decisions related to the instauration of lockdowns in the areas most hit …

Pemilihan metode dan algoritma dalam analisis sentimen di media sosial: sistematic literature review

YA Singgalen - Journal of Information Systems and Informatics, 2021 - journal-isi.org
Metode Sistematic Literature Review (SLR) dapat digunakan untuk mengkaji suatu
persoalan secara mendalam dengan mengidentifikasi kesenjangan dari penelitian …

Effect of public sentiment on stock market movement prediction during the COVID-19 outbreak

N Das, B Sadhukhan, T Chatterjee… - Social network analysis …, 2022 - Springer
Forecasting the stock market is one of the most difficult undertakings in the financial industry
due to its complex, volatile, noisy, and nonparametric character. However, as computer …

Dire Straits: How tourists on the Diamond Princess cruise endured the COVID-19 crisis

Y Chen, Z Zhang, T Wang - Tourism Management, 2022 - Elsevier
Despite insights about tourists' health risk perception, crisis management literature still lacks
understanding of how tourists actually experience ongoing crises and how their in situ …

Automated classification of societal sentiments on Twitter with machine learning

P Vyas, M Reisslein, BP Rimal, G Vyas… - … on Technology and …, 2021 - ieeexplore.ieee.org
The rapid growth in information sharing on social media has defined a new information age
in our society. Microblogging sites, such as Twitter, gained immense popularity during the …

Analisis Sentimen Wisatawan Melalui Data Ulasan Candi Borobudur di Tripadvisor Menggunakan Algoritma Naïve Bayes Classifier

YA Singgalen - Building of Informatics, Technology and …, 2022 - ejurnal.seminar-id.com
Abstrak− Analisis sentimen pengunjung ke destinasi wisata Candi Borobudur di Indonesia
perlu dilakukan untuk mengetahui preferensi produk dan layanan yang diharapkan. Selain …

The effect of COVID-19 on the Spanish wine industry

B Marco-Lajara, P Seva-Larrosa… - Impact of Global …, 2021 - igi-global.com
The Spanish wine sector has not remained unaffected by the impact of COVID-19. This
research aims to analyse the impact of COVID-19 on the Spanish wine sector, quantifying a …