Issues

Special Issue: Big Data Analytics and Forecasting in Hospitality and Tourism. Guest Editors: Doris Chenguang Wu, Ji Wu, Haiyan Song

Guest editorial

Doris Chenguang Wu; Ji Wu; Haiyan Song
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Tourism demand nowcasting using a LASSO-MIDAS model

Han Liu; Ying Liu; Gang Li; Long Wen
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Forecasting daily attraction demand using big data from search engines and social media

Fengjun Tian; Yang Yang; Zhenxing Mao; Wenyue Tang
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High-frequency forecasting from mobile devices’ bigdata: an application to tourism destinations’ crowdedness

Vicente Ramos; Woraphon Yamaka; Bartomeu Alorda; Songsak Sriboonchitta
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A segmented machine learning modeling approach of social media for predicting occupancy

Apostolos Ampountolas; Mark P. Legg
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Which search queries are more powerful in tourism demand forecasting: searches via mobile device or PC?

Mingming Hu; Mengqing Xiao; Hengyun Li
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Timing matters: crisis severity and occupancy rate forecasts in social unrest periods

Richard T.R. Qiu; Anyu Liu; Jason L. Stienmetz; Yang Yu
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Are environmental-related online reviews more helpful? A big data analytics approach

Marcello Mariani; Matteo Borghi
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Listening to your employees: analyzing opinions from online reviews of hotel companies

Xiaolin (Crystal) Shi; Zixi Chen
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Artificial intelligence for hospitality big data analytics: developing a prediction model of restaurant review helpfulness for customer decision-making

Minwoo Lee; Wooseok Kwon; Ki-Joon Back
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Asymmetric relationship between customer sentiment and online hotel ratings: the moderating effects of review characteristics

Xiaofan Lai; Fan Wang; Xinrui Wang
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Toward travel pattern aware tourism region planning: a big data approach

Qiwei Han; Margarida Abreu Novais; Leid Zejnilovic
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Extracting revisit intentions from social media big data: a rule-based classification model

Yiran Liu; Srikanth Beldona
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Spatial-temporal evolution patterns of hotels in China: 1978–2018

Yu Qin; Jing Qin; Chengwei Liu
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Destination image through social media analytics and survey method

Michael S. Lin; Yun Liang; Joanne X. Xue; Bing Pan; Ashley Schroeder
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Do the flipped impacts of hotels matter to the popularity of Airbnb?

Bowen Yi; Da Shi; Fangfang Shi; Liang Zhang
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The decision tree for longer-stay hotel guest: the relationship between hotel booking determinants and geographical distance

Yejin Lee; Dae-Young Kim
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Using social media photos as a proxy to estimate the recreational value of (im)movable heritage: the Rubjerg Knude (Denmark) lighthouse

António Azevedo
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