The Champion of Images: Understanding the Role of Images in the Decision-making Process of Online Hotel Bookings

Open Access
Authors
Publication date 2020
Host editors
  • T.X. Bui
Book title Proceedings of the 53rd Hawaii International Conference on System Sciences
Book subtitle January 7-10, 2020, Maui, Hawaii
ISBN (electronic)
  • 9780998133133
Event 53rd Annual Hawaii International Conference on System Sciences
Pages (from-to) 4069-4078
Number of pages 10
Publisher Honolulu, HI: HICSS
Organisations
  • Faculty of Economics and Business (FEB) - Amsterdam Business School Research Institute (ABS-RI)
Abstract
Images are vitally important in interesting consumers and helping them to make decisions. Images of a hotel are particularly important and were used to sell hotels even before the Internet, when travel agencies would often have brochures about hotel properties that they used to entice travelers. On many online travel agency (OTA) websites, the hotel's image can take up 33% of the space on the hotel property page, but the importance of this image in the decision-making process has yet to be studied. For many OTAs, there are currently no quantitative analytic methods that help determine which image to display in this critical location. In this research, we use deep learning to extract information directly from hotel images and we apply image analytics to understand the importance of this information in the online hotel booking process. To provide managerial insights, we will combine a prediction model, with the t-distributed Stochastic Neighbor Embedding (t-SNE) to classify and understand the types of images hotels generally use as their thumbnail or "champion" image and what aspects of these images elicit consumers to consider and book a hotel.
Document type Conference contribution
Language English
Related dataset Hotel Thumbnail Images
Published at https://doi.org/10.24251/HICSS.2020.498
Published at http://hdl.handle.net/10125/64240
Other links https://scholarspace.manoa.hawaii.edu/handle/10125/63576
Downloads
0402 (Final published version)
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