[HTML][HTML] The promises of big data and small data for travel behavior (aka human mobility) analysis

C Chen, J Ma, Y Susilo, Y Liu, M Wang - Transportation research part C …, 2016 - Elsevier
The last decade has witnessed very active development in two broad, but separate fields,
both involving understanding and modeling of how individuals move in time and space …

Road surface monitoring using smartphone sensors: A review

S Sattar, S Li, M Chapman - Sensors, 2018 - mdpi.com
Road surface monitoring is a key factor to providing smooth and safe road infrastructure to
road users. The key to road surface condition monitoring is to detect road surface anomalies …

Smartphone GPS accuracy study in an urban environment

K Merry, P Bettinger - PloS one, 2019 - journals.plos.org
An iPhone 6 using the Avenza software for capturing horizontal positions was employed to
understand relative positional accuracy in an urban environment, during two seasons of the …

Understanding human mobility from Twitter

R Jurdak, K Zhao, J Liu, M AbouJaoude, M Cameron… - PloS one, 2015 - journals.plos.org
Understanding human mobility is crucial for a broad range of applications from disease
prediction to communication networks. Most efforts on studying human mobility have so far …

Occupant behavior and schedule modeling for building energy simulation through office appliance power consumption data mining

J Zhao, B Lasternas, KP Lam, R Yun, V Loftness - Energy and buildings, 2014 - Elsevier
The occupants' health, comfort, and productivity are important objectives for green building
design and operation. However, occupant behavior also has “passive” impact on the …

All your {GPS} are belong to us: Towards stealthy manipulation of road navigation systems

KC Zeng, S Liu, Y Shu, D Wang, H Li, Y Dou… - 27th USENIX security …, 2018 - usenix.org
Mobile navigation services are used by billions of users around globe today. While GPS
spoofing is a known threat, it is not yet clear if spoofing attacks can truly manipulate road …

[HTML][HTML] A spatiotemporal and graph-based analysis of dockless bike sharing patterns to understand urban flows over the last mile

Y Yang, A Heppenstall, A Turner, A Comber - Computers, Environment and …, 2019 - Elsevier
The recent emergence of dockless bike sharing systems has resulted in new patterns of
urban transport. Users can begin and end trips from their origin and destination locations …

Positional accuracy of assisted GPS data from high-sensitivity GPS-enabled mobile phones

PA Zandbergen, SJ Barbeau - The Journal of Navigation, 2011 - cambridge.org
Utilizing both Assisted GPS (A-GPS) techniques and new high-sensitivity embedded GPS
hardware, mobile phones are now able to achieve positioning in harsh environments such …

Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr

L Li, MF Goodchild, B Xu - Cartography and geographic …, 2013 - Taylor & Francis
Online social networking and information sharing services have generated large volumes of
spatio-temporal footprints, which are potentially a valuable source of knowledge about the …

Smartphone-based vehicle telematics: A ten-year anniversary

J Wahlström, I Skog, P Händel - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Just as it has irrevocably reshaped social life, the fast growth of smartphone ownership is
now beginning to revolutionize the driving experience and change how we think about …