Inferring land use from mobile phone activity

JL Toole, M Ulm, MC González, D Bauer - Proceedings of the ACM …, 2012 - dl.acm.org
Understanding the spatiotemporal distribution of people within a city is crucial to many
planning applications. Obtaining data to create required knowledge, currently involves costly …

Understanding urban human mobility through crowdsensed data

Y Zhou, BPL Lau, C Yuen, B Tunçer… - IEEE Communications …, 2018 - ieeexplore.ieee.org
Understanding how people move in the urban area is important for solving urbanization
issues, such as traffic management, urban planning, epidemic control, and communication …

[HTML][HTML] Understanding the spatial structure of urban commuting using mobile phone location data: a case study of Shenzhen, China

X Yang, Z Fang, L Yin, J Li, Y Zhou, S Lu - Sustainability, 2018 - mdpi.com
Understanding commuting patterns has been a classic research topic in the fields of
geography, transportation and urban planning, and it is significant for handling the …

[PDF][PDF] Measuring economic activity in China with mobile big data

L Dong, S Chen, Y Cheng, Z Wu, C Li, H Wu - EPJ Data Science, 2017 - Springer
Emerging trends in the use of smartphones, online mapping applications, and social media,
in addition to the geo-located data they generate, provide opportunities to trace users' socio …

[PDF][PDF] TransBigData: A Python package for transportation spatio-temporal big data processing, analysis and visualization

Q Yu, J Yuan - Journal of Open Source Software, 2022 - joss.theoj.org
In recent years, data generated in the field of transportation has begun to explode. Individual
continuous tracking data, such as mobile phone data, IC smart card data, taxi GPS data, bus …

Large-scale study of city dynamics and urban social behavior using participatory sensing

TH Silva, POSV De Melo, JM Almeida… - IEEE Wireless …, 2014 - ieeexplore.ieee.org
The ubiquitous availability of computing technology such as smartphones, tablets, and other
easily portable devices, and the worldwide adoption of social networking sites make it …

Exploring human movements in Singapore: a comparative analysis based on mobile phone and taxicab usages

C Kang, S Sobolevsky, Y Liu, C Ratti - Proceedings of the 2nd ACM …, 2013 - dl.acm.org
Existing studies extensively utilized taxicab trips and individuals' movements captured by
mobile phone usages (referred as" mobile phone movements" hereafter) to understand …

Making pervasive sensing possible: Effective travel mode sensing based on smartphones

X Zhou, W Yu, WC Sullivan - Computers, Environment and Urban Systems, 2016 - Elsevier
Abstract Smartphones with embedded Global Positioning Systems (GPS) sensors and
accelerometers provide outstanding opportunities to gather information about transportation …

Singapore in motion: Insights on public transport service level through farecard and mobile data analytics

H Poonawala, V Kolar, S Blandin, L Wynter… - Proceedings of the 22nd …, 2016 - dl.acm.org
Given the changing dynamics of mobility patterns and rapid growth of cities, transport
agencies seek to respond more rapidly to needs of the public with the goal of offering an …

Transportation activity analysis using smartphones

Y Xiao, D Low, T Bandara, P Pathak… - 2012 IEEE …, 2012 - ieeexplore.ieee.org
Transportation activity surveys investigate when, where and how people travel in urban
areas to provide information necessary for urban transportation planning. In Singapore, the …