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 …

[HTML][HTML] Data collection methods for studying pedestrian behaviour: A systematic review

Y Feng, D Duives, W Daamen, S Hoogendoorn - Building and Environment, 2021 - Elsevier
Collecting pedestrian behaviour data is vital to understand pedestrian behaviour. This
systematic review of 147 studies aims to determine the capability of contemporary data …

How talkative is your mobile device? An experimental study of Wi-Fi probe requests

J Freudiger - Proceedings of the 8th ACM Conference on Security & …, 2015 - dl.acm.org
The IEEE 802.11 standard defines Wi-Fi probe requests as a active mechanism with which
mobile devices can request information from access points and accelerate the Wi-Fi …

Estimating crowd densities and pedestrian flows using wi-fi and bluetooth

L Schauer, M Werner, P Marcus - Proceedings of the 11th International …, 2014 - dl.acm.org
The rapid deployment of smartphones as all-purpose mobile computing systems has led to a
wide adoption of wireless communication systems such as Wi-Fi and Bluetooth in mobile …

Big data or small data? A methodological review of sustainable tourism

F Xu, N Nash, L Whitmarsh - Journal of Sustainable Tourism, 2020 - Taylor & Francis
Research in the field of sustainable tourism is increasingly important due to significant
growth in tourism industries and the unsustainable impacts incurred. Innovation in …

Analysis and visualisation of movement: an interdisciplinary review

U Demšar, K Buchin, F Cagnacci, K Safi… - Movement ecology, 2015 - Springer
The processes that cause and influence movement are one of the main points of enquiry in
movement ecology. However, ecology is not the only discipline interested in movement: a …

Pattern mining in tourist attraction visits through association rule learning on Bluetooth tracking data: A case study of Ghent, Belgium

M Versichele, L De Groote, MC Bouuaert, T Neutens… - Tourism …, 2014 - Elsevier
The rapid evolution of information and positioning technologies, and their increasing
adoption in tourism management practices allows for new and challenging research …

Exploring new ways of visitor tracking using big data sources: Opportunities and limits of passive mobile data for tourism

J Reif, D Schmücker - Journal of Destination Marketing & Management, 2020 - Elsevier
Passive mobile data (PMD) are event data recorded by mobile network operators (MNOs) in
the course of a consumer's use of mobile phones connected to public voice and data …

Innovative tools for tourism and cultural tourism impact assessment

T Kalvet, M Olesk, M Tiits, J Raun - Sustainability, 2020 - mdpi.com
The importance of data and evidence has increased considerably in policy planning,
implementation, and evaluation. There is unprecedented availability of open and big data …

Bluetooth tracking of humans in an indoor environment: An application to shopping mall visits

D Oosterlinck, DF Benoit, P Baecke, N Van de Weghe - Applied geography, 2017 - Elsevier
Intelligence about the spatio-temporal behaviour of individuals is valuable in many settings.
Generating tracking data is a necessity for this analysis and requires an appropriate …