Big data and analytics in hospitality and tourism: a systematic literature review

M Mariani, R Baggio - International Journal of Contemporary …, 2022 - emerald.com
Purpose The purpose of this work is to survey the body of research revolving around big
data (BD) and analytics in hospitality and tourism, by detecting macro topical areas …

Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges

T Hu, S Wang, B She, M Zhang, X Huang… - … Journal of Digital …, 2021 - Taylor & Francis
The COVID-19 pandemic poses unprecedented challenges around the world. Many studies
have applied mobility data to explore spatiotemporal trends over time, investigate …

Big data analytics in intelligent transportation systems: A survey

L Zhu, FR Yu, Y Wang, B Ning… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Big data is becoming a research focus in intelligent transportation systems (ITS), which can
be seen in many projects around the world. Intelligent transportation systems will produce a …

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 survey of models and algorithms for optimizing shared mobility

A Mourad, J Puchinger, C Chu - Transportation Research Part B …, 2019 - Elsevier
The rise of research into shared mobility systems reflects emerging challenges, such as
rising traffic congestion, rising oil prices and rising environmental concern. The operations …

Understanding the shared e-scooter travels in Austin, TX

J Jiao, S Bai - ISPRS International Journal of Geo-Information, 2020 - mdpi.com
This paper investigated the travel patterns of 1.7 million shared E-scooter trips from April
2018 to February 2019 in Austin, TX. There were more than 6000 active E-scooters in …

Applying mobile phone data to travel behaviour research: A literature review

Z Wang, SY He, Y Leung - Travel Behaviour and Society, 2018 - Elsevier
Travel behaviour has been studied for decades to guide transportation development and
management, with the support of traditional data collected by travel surveys. Recently, with …

[HTML][HTML] On the understanding of the current status of urban air mobility development and its future prospects: Commuting in a flying vehicle as a new paradigm

J Pons-Prats, T Živojinović, J Kuljanin - Transportation Research Part E …, 2022 - Elsevier
Abstract Urban Air Mobility (UAM) has the potential to disrupt air transportation, providing
disruptive innovation not only to aviation but also to mobility systems and urban planning …

Coupling mobile phone and social media data: A new approach to understanding urban functions and diurnal patterns

W Tu, J Cao, Y Yue, SL Shaw, M Zhou… - International Journal …, 2017 - Taylor & Francis
Understanding urban functions and their relationships with human activities has great
implications for smart and sustainable urban development. In this study, we present a novel …

Inferring dynamic origin-destination flows by transport mode using mobile phone data

D Bachir, G Khodabandelou, V Gauthier… - … Research Part C …, 2019 - Elsevier
Fast urbanization generates increasing amounts of travel flows, urging the need for efficient
transport planning policies. In parallel, mobile phone data have emerged as the largest …