[HTML][HTML] Analytics of social media data–State of characteristics and application

C Zachlod, O Samuel, A Ochsner… - Journal of Business …, 2022 - Elsevier
The spread and use of social networks provide a rich data source that can be used to
answer a wide range of research questions from various disciplines. However, the nature of …

[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 …

Restaurant survival prediction using customer-generated content: An aspect-based sentiment analysis of online reviews

H Li, XB Bruce, G Li, H Gao - Tourism Management, 2023 - Elsevier
Business failure prediction or survival analysis can assist corporate organizations in better
understanding their performance and improving decision making. Based on aspect-based …

Bibliometric analysis of bibliometric studies in the field of tourism and hospitality

P Ülker, M Ülker, K Karamustafa - Journal of Hospitality and Tourism …, 2023 - emerald.com
Purpose This study aims to contribute to the relevant body of knowledge by examining the
bibliometric studies related to tourism and hospitality indexed in the Web of Science (WoS) …

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 …

Capitalizing on big data and revolutionary 5G technology: Extracting and visualizing ratings and reviews of global chain hotels

L Gaur, A Afaq, A Solanki, G Singh, S Sharma… - Computers and …, 2021 - Elsevier
This paper aims to use machine learning (ML) algorithm for natural language pre-
processing (NLP), text mining (TM), and sentiment analysis (SA) techniques to analyze and …

Predicting viewer gifting behavior in sports live streaming platforms: The impact of viewer perception and satisfaction

H Liu, KH Tan, K Pawar - Journal of Business Research, 2022 - Elsevier
Sports viewers have been offered an unprecedented viewing experience to share their
passion with their team and communicate in real-time with a streamer and other viewers by …

Big data analytics and hotel guest experience: a critical analysis of the literature

ZZ Zarezadeh, R Rastegar, Z **ang - International Journal of …, 2022 - emerald.com
Purpose Guest experience and satisfaction have been central constructs in the hospitality
management literature for decades. In recent years, the use of big data as an increasing …

Unexpected surprise: Emotion analysis and aspect based sentiment analysis (ABSA) of user generated comments to study behavioral intentions of tourists

P Mehra - Tourism Management Perspectives, 2023 - Elsevier
Scholarly work regarding tourist behavior requires more empirical support especially
concerning methods to extract emotions and sentiments from user-generated comments on …

Social media analytics and business intelligence research: A systematic review

J Choi, J Yoon, J Chung, BY Coh, JM Lee - Information Processing & …, 2020 - Elsevier
Evidently, online voice of customers (VoC) expressed in social media has emerged as
quality data for researchers who are willing to conduct customer-driven business …