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 …

Cluster analysis of microscopic spatio-temporal patterns of tourists' movement behaviors in mountainous scenic areas using open GPS-trajectory data

W Liu, B Wang, Y Yang, N Mou, Y Zheng, L Zhang… - Tourism …, 2022 - Elsevier
Understanding spatio-temporal patterns of tourist movement behaviors is vital for
Destination Management Departments (DMDs) on destination planning, marketing, and …

The use of tracking technologies in tourism research: The first decade

N Shoval, R Ahas - Tourism Geographies, 2016 - Taylor & Francis
The past decade has witnessed dramatic growth in the implementation of various tracking
technologies in tourism studies. A thorough review of literature reveals that 45 papers were …

Measuring tourism destinations using mobile tracking data

J Raun, R Ahas, M Tiru - Tourism Management, 2016 - Elsevier
We develop a methodology for measuring visitor flows to destinations using space-time
tracking data. Based on a review of the literature on this topic we propose that a tourism …

Visitor attraction management: A critical review of research 2009–2014

A Leask - Tourism Management, 2016 - Elsevier
Research publications focussing on visitor attractions have increased in recent years, with
articles sourced from an increasingly broad range of disciplines and fields of study. Key …

Zooming into mobility to understand cities: A review of mobility-driven urban studies

R Wang, X Zhang, N Li - Cities, 2022 - Elsevier
Emerging big datasets about human mobility provide new and powerful ways of studying
cities and addressing various urban issues. However, human mobility has usually been …

Tracking tourists' travel with smartphone-based GPS technology: a methodological discussion

A Hardy, S Hyslop, K Booth, B Robards, J Aryal… - … Technology & Tourism, 2017 - Springer
This methodological paper discusses the implications of differing approaches for tracking
tourists' movement through destinations and then describes an innovative new method that …

Tourist activity analysis by leveraging mobile social media data

HQ Vu, G Li, R Law, Y Zhang - Journal of travel research, 2018 - journals.sagepub.com
Approaches to traditional travel diary construction rely on tourist participation and manual
recording; hence, they are not only time-consuming but also limited in the scale and the …

Typologies of tourists' time–space consumption: a new approach using GPS data and GIS tools

AY Grinberger, N Shoval, B McKercher - Tourism Geographies, 2014 - Taylor & Francis
Time geography presents a conceptual framework to describe and understand the tourists'
spatio-temporal behavior, according to which the effective reach of an individual is defined …