Crowdsourced data mining for urban activity: Review of data sources, applications, and methods

H Niu, EA Silva - Journal of Urban Planning and Development, 2020 - ascelibrary.org
The penetration of devices integrated with location-based services and internet services has
generated massive data about the everyday life of citizens and tracked their activities …

Intra-destination travel behavior of alpine tourists: a literature review on choice determinants and the survey work

B Bursa, M Mailer, KW Axhausen - Transportation, 2022 - Springer
In the face of a continuous increase in the number of tourists in the Alps, the associated
traffic volumes, and the resulting negative externalities, there is an urgent need to design …

Tourists' digital footprint in cities: Comparing Big Data sources

MH Salas-Olmedo, B Moya-Gómez… - Tourism …, 2018 - Elsevier
There is little knowledge available on the spatial behaviour of urban tourists, and yet tourists
generate an enormous quantity of data when they visit cities. These data sources can be …

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 …

Designing tourist experiences amidst air pollution: A spatial analytical approach using social media

X Zhang, Y Yang, Y Zhang, Z Zhang - Annals of Tourism Research, 2020 - Elsevier
In this study, we propose a spatial analytical framework to better understand tourist
experiences from geotagged social media data in Beijing in 2013. Based on text analytics …

Discovering implicit activity preferences in travel itineraries by topic modeling

HQ Vu, G Li, R Law - Tourism Management, 2019 - Elsevier
Travel itineraries are employed in tourism research to study tourist activities for various
applications. However, the potentials of such itineraries in providing insights into the activity …

[HTML][HTML] Towards a new urban geography of expenditure: Using bank card transactions data to analyze multi-sector spatiotemporal distributions

J Carpio-Pinedo, G Romanillos, D Aparicio… - Cities, 2022 - Elsevier
The spatial distribution of commercial activities is vital to support healthy lifestyles and to
achieve livable public spaces and environmental, social and economic sustainability in our …

City data fusion: Sensor data fusion in the internet of things

M Wang, C Perera, PP Jayaraman, M Zhang… - International Journal of …, 2016 - igi-global.com
Abstract Internet of Things (IoT) has gained substantial attention recently and play a
significant role in smart city application deployments. A number of such smart city …

Analyzing and visualizing the spatial interactions between tourists and locals: A Flickr study in ten US cities

D Li, X Zhou, M Wang - Cities, 2018 - Elsevier
As urban tourism becomes an indispensable part of urban dynamics, tourist attractions are
increasingly woven into residents' everyday living spaces. However, the spatial patterns of …

Global multi-layer network of human mobility

A Belyi, I Bojic, S Sobolevsky, I Sitko… - International Journal …, 2017 - Taylor & Francis
Recent availability of geo-localized data capturing individual human activity together with
the statistical data on international migration opened up unprecedented opportunities for a …