An interdisciplinary survey on origin-destination flows modeling: Theory and techniques

C Rong, J Ding, Y Li - ACM Computing Surveys, 2024 - dl.acm.org
Origin-destination (OD) flow modeling is an extensively researched subject across multiple
disciplines, such as the investigation of travel demand in transportation and spatial …

Analyzing COVID-19's impact on the travel mobility of various social groups in China's Greater Bay Area via mobile phone big data

Y Pan, SY He - Transportation Research Part A: Policy and Practice, 2022 - Elsevier
The COVID-19 outbreak has significantly impacted people's mobility in terms of travel, which
is directly related to regional economic vitality and individuals' well-being. This study …

[PDF][PDF] Inferring social influence in transport mode choice using mobile phone data

S Phithakkitnukoon, T Sukhvibul, M Demissie… - EPJ Data Science, 2017 - Springer
A longitudinal mobile phone data that include both location and communication logs is
analyzed to infer social influence in terms of ego-network effect in the commute mode …

Trip distribution modeling using mobile phone data: emphasis on intra-zonal trips

MG Demissie, S Phithakkitnukoon… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The development of a trip distribution model requires a massive data collection task, such as
expensive travel surveys to identify trip makers' origin and destination zones. Intra-zonal …

Linking poverty-based inequalities with transportation and accessibility using mobility data: a case study of greater maputo

S Mittal, T Yabe, F Arroyo Arroyo… - Transportation …, 2023 - journals.sagepub.com
Accessibility is widely considered as the most crucial benefit of any transportation system.
Low accessibility may cause compromise on living conditions, low economic growth, high …

Understanding human mobility patterns in a developing country using mobile phone data

MG Demissie, S Phithakkitnukoon… - Data Science …, 2019 - account.datascience.codata.org
This study demonstrates the use of mobile phone data to derive country-wide mobility
patterns. We identified significant locations of users such as home, work, and other based on …

Analysis of trip generation rates in residential commuting based on mobile phone signaling data

F Shi, L Zhu - Journal of Transport and Land Use, 2019 - JSTOR
In this paper, mobile phone signaling data are first processed to extract information such as
the trip volume and spatial distribution from the starting point to the termination point. This …

Temporary migration flow inference and analysis from perspective of mobile phone network data

S Phithakkitnukoon, S Hankaew, MG Demissie… - IEEE …, 2022 - ieeexplore.ieee.org
Temporary migration trips are circulatory journeys that can be associated with tourism as
these trips aren't made on a regular basis. They're often left unmeasured due to limited data …

Understanding City‐Wide Ride‐Sourcing Travel Flow: A Geographically Weighted Regression Approach

C Chen, S Hu, WY Ochieng, N Xie… - Journal of Advanced …, 2021 - Wiley Online Library
The emerging ride‐sourcing service has become an important element of urban mobility. A
challenging question underlying the provision of such service is how and to what extent the …

Sensor location strategy and scaling rate inference for origin-destination demand estimation

C Sun, P Zhang, Y Shi, Y Chang - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The goal of sample-data-based origin-destination (OD) demand estimation is to aggregate
the location data into the traffic network. Inevitably, the scaling rate, which expands the …