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] Social media data for conservation science: A methodological overview

T Toivonen, V Heikinheimo, C Fink, A Hausmann… - Biological …, 2019 - Elsevier
Improved understanding of human-nature interactions is crucial to conservation science and
practice, but collecting relevant data remains challenging. Recently, social media have …

A big-data driven approach to analyzing and modeling human mobility trend under non-pharmaceutical interventions during COVID-19 pandemic

S Hu, C Xiong, M Yang, H Younes, W Luo… - … Research Part C …, 2021 - Elsevier
During the unprecedented coronavirus disease 2019 (COVID-19) challenge, non-
pharmaceutical interventions became a widely adopted strategy to limit physical movements …

A deep learning approach for detecting traffic accidents from social media data

Z Zhang, Q He, J Gao, M Ni - Transportation research part C: emerging …, 2018 - Elsevier
This paper employs deep learning in detecting the traffic accident from social media data.
First, we thoroughly investigate the 1-year over 3 million tweet contents in two metropolitan …

Dynamic assessment of PM2. 5 exposure and health risk using remote sensing and geo-spatial big data

Y Song, B Huang, Q He, B Chen, J Wei… - Environmental …, 2019 - Elsevier
In the past few decades, extensive epidemiological studies have focused on exploring the
adverse effects of PM 2.5 (particulate matters with aerodynamic diameters less than 2.5 μm) …

Transit OD matrix estimation using smartcard data: Recent developments and future research challenges

E Hussain, A Bhaskar, E Chung - Transportation Research Part C …, 2021 - Elsevier
In public transport, smartcards are primarily used for automatic fare collection purpose,
which in turn generate massive data. During the last two decades, a tremendous amount of …

Putting the “self” in selfies: how narcissism, envy and self-promotion motivate sharing of travel photos through social media

DG Taylor - Journal of Travel & Tourism Marketing, 2020 - Taylor & Francis
This study investigates the effects of narcissism, envy and self-promotion on travellers'
sharing of travel-related photographs of themselves (“selfies”) through social media, based …

TripImputor: Real-time imputing taxi trip purpose leveraging multi-sourced urban data

C Chen, S Jiao, S Zhang, W Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Travel behavior understanding is a long-standing and critically important topic in the area of
smart cities. Big volumes of various GPS-based travel data can be easily collected, among …

Disparities in travel times between car and transit: Spatiotemporal patterns in cities

Y Liao, J Gil, RHM Pereira, S Yeh, V Verendel - Scientific reports, 2020 - nature.com
Cities worldwide are pursuing policies to reduce car use and prioritise public transit (PT) as
a means to tackle congestion, air pollution, and greenhouse gas emissions. The increase of …

[HTML][HTML] Social media for collaborative planning: A typology of support functions and challenges

Y Lin - Cities, 2022 - Elsevier
In recent years, the widespread use of social media has increasingly impacted planning
practice and policy making. Although a growing body of literature examines the impact of …