[HTML][HTML] Natural language processing applied to tourism research: A systematic review and future research directions

MÁ Álvarez-Carmona, R Aranda… - Journal of king Saud …, 2022 - Elsevier
The social networks and the rapid development of new technologies have led to
considerable changes in the tourism industry. Artificial intelligence, in particular natural …

The “so-called” UGC: an updated definition of user-generated content in the age of social media

MLB Santos - Online Information Review, 2022 - emerald.com
Purpose When a concept is diffusely defined or, as this article argues,“taken for granted”, it
becomes very difficult to track such concept on the literature and have some continuity as …

Predicting overall customer satisfaction: Big data evidence from hotel online textual reviews

Y Zhao, X Xu, M Wang - International journal of hospitality management, 2019 - Elsevier
Customer online reviews of hotels have significant business value in the e-commerce and
big data era. Online textual reviews have an open-structured form, and the technical side …

Listening to online reviews: A mixed-methods investigation of customer experience in the sharing economy

F Liu, KH Lai, J Wu, W Duan - Decision Support Systems, 2021 - Elsevier
Understanding customer experience is an essential part of service operations for sustaining
business in the sharing economy. We investigate the relationship among customer …

Social media analytics in hospitality and tourism: A systematic literature review and future trends

F Mirzaalian, E Halpenny - Journal of Hospitality and Tourism …, 2019 - emerald.com
Purpose The purpose of this paper is to provide a review of hospitality and tourism studies
that have used social media analytics to collect, examine, summarize and interpret “big data” …

Assessing the impact of textual content concreteness on helpfulness in online travel reviews

S Shin, N Chung, Z Xiang… - Journal of Travel …, 2019 - journals.sagepub.com
The online travel review has become one of the most influential information sources for
travelers' decision making. This research primarily aims to examine the relationship between …

Sentiment analysis–a review and agenda for future research in hospitality contexts

E Ma, M Cheng, A Hsiao - International Journal of Contemporary …, 2018 - emerald.com
Purpose The study aims to provide a critical review of the origin, development and process
of sentiment analysis (SA) and a demonstration for hospitality researchers and students on …

Are customer reviews just reviews? Hotel forecasting using sentiment analysis

DC Wu, S Zhong, RTR Qiu, J Wu - Tourism Economics, 2022 - journals.sagepub.com
Despite the important role of the sentiment of customer reviews in the tourist decision-
making process, it has received limited attention from the field of tourism demand …

Are environmental-related online reviews more helpful? A big data analytics approach

M Mariani, M Borghi - International Journal of Contemporary …, 2021 - emerald.com
Purpose Based on more than 2.7 million online reviews (ORs) collected with big data
analytical techniques from Booking. com and TripAdvisor. com, this paper aims to explore if …

Sentiment analysis from unstructured hotel reviews data in social network using deep learning techniques

CSR Priya, P Deepalakshmi - International Journal of Information …, 2023 - Springer
The Internet is benefiting the people to access and provide information. One of the platforms
to share the information is online social networks such as blogs, Facebook, and Twitter …