Big data in tourism research: A literature review

J Li, L Xu, L Tang, S Wang, L Li - Tourism management, 2018 - Elsevier
Even at an early stage, diverse big data have been applied to tourism research and made
an amazing improvement. This paper might be the first attempt to present a comprehensive …

Big data in action: An overview of big data studies in tourism and hospitality literature

J Lyu, A Khan, S Bibi, JH Chan, X Qi - Journal of Hospitality and Tourism …, 2022 - Elsevier
Tourism research has marched into the big data arena and brought remarkable
developments. Despite the promising role of big data and increasing volume of research, it …

Automatic construction of travel itineraries using social breadcrumbs

M De Choudhury, M Feldman, S Amer-Yahia… - Proceedings of the 21st …, 2010 - dl.acm.org
Vacation planning is one of the frequent---but nonetheless laborious---tasks that people
engage themselves with online; requiring skilled interaction with a multitude of resources …

A context-aware personalized travel recommendation system based on geotagged social media data mining

A Majid, L Chen, G Chen, HT Mirza… - International Journal …, 2013 - Taylor & Francis
The proliferation of digital cameras and the growing practice of online photo sharing using
social media sites such as Flickr have resulted in huge volumes of geotagged photos …

Travel recommendation using geo-tagged photos in social media for tourist

I Memon, L Chen, A Majid, M Lv, I Hussain… - Wireless Personal …, 2015 - Springer
In recent years, million geo-tagged photos are available in online web service like Flickr,
panoramio, etc. People contributing geo-tagged photo and share their travel experiences …

A random walk around the city: New venue recommendation in location-based social networks

A Noulas, S Scellato, N Lathia… - … Conference on Privacy …, 2012 - ieeexplore.ieee.org
The popularity of location-based social networks available on mobile devices means that
large, rich datasets that contain a mixture of behavioral (users visiting venues), social (links …

Measuring tourist activities in cities using geotagged photography

B Kádár - New Research Paradigms in Tourism Geography, 2017 - api.taylorfrancis.com
This paper stems from ideas that were initially framed in my doctoral dissertation. I would like
to thank Cindi Katz, Roger Hart, Donald Robotham, and Neil Smith for fostering a space for …

Geotagging in multimedia and computer vision—a survey

J Luo, D Joshi, J Yu, A Gallagher - Multimedia Tools and Applications, 2011 - Springer
Geo-tagging is a fast-emerging trend in digital photography and community photo sharing.
The presence of geographically relevant metadata with images and videos has opened up …

Road-based travel recommendation using geo-tagged images

Y Sun, H Fan, M Bakillah, A Zipf - Computers, Environment and Urban …, 2015 - Elsevier
Geotagged photos on social media like Flickr explicitly indicate the trajectories of tourists.
They can be employed to reveal the tourists' preference on landmarks and routings of …

Characterizing tourism destination image using photos' visual content

X Xiao, C Fang, H Lin - ISPRS International Journal of Geo-Information, 2020 - mdpi.com
“A picture is worth a thousand words”. Analysis of the visual content of tourist photos is an
effective way to explore the image of tourist destinations. With the development of computer …