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Transport mode detection based on mobile phone network data: A systematic review
The rapid development in telecommunication networks is producing a huge amount of
information regarding how people (with their mobile devices) move and behave over space …
information regarding how people (with their mobile devices) move and behave over space …
Large-scale mobile traffic analysis: a survey
D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …
their network infrastructure. This is a recently emerged research field, and, apart from a few …
A data fusion approach with mobile phone data for updating travel survey-based mode split estimates
Up-to-date information on different modes of travel to monitor transport traffic and evaluate
rapid urban transport planning interventions is often lacking. Transport systems typically rely …
rapid urban transport planning interventions is often lacking. Transport systems typically rely …
Inferring fine-grained transport modes from mobile phone cellular signaling data
Due to the ubiquity of mobile phones, mobile phone network data (eg, Call Detail Records,
CDR; and cellular signaling data, CSD), which are collected by mobile telecommunication …
CDR; and cellular signaling data, CSD), which are collected by mobile telecommunication …
Mobile phone records to feed activity-based travel demand models: MATSim for studying a cordon toll policy in Barcelona
Activity-based models appeared as an answer to the limitations of the traditional trip-based
and tour-based four-stage models. The fundamental assumption of activity-based models is …
and tour-based four-stage models. The fundamental assumption of activity-based models is …
Travel demand estimation and network assignment based on cellular network data
Cellular networks' signaling data provide means for analyzing the efficiency of an underlying
transportation system and assisting the formulation of models to predict its future use. This …
transportation system and assisting the formulation of models to predict its future use. This …
Exploring the potential of phone call data to characterize the relationship between social network and travel behavior
Social network contacts have significant influence on individual travel behavior. However,
transport models rarely consider social interaction. One of the reasons is the difficulty to …
transport models rarely consider social interaction. One of the reasons is the difficulty to …
Spatiotemporal data from mobile phones for personal mobility assessment
Z Smoreda, AM Olteanu-Raimond… - … survey methods: best …, 2013 - emerald.com
Purpose—In this chapter, we will review several alternative methods of collecting data from
mobile phones for human mobility analysis. We propose considering cellular network …
mobile phones for human mobility analysis. We propose considering cellular network …
Population mobility dynamics estimated from mobile telephony data
In the last decade, mobile phones and mobile devices using mobile cellular
telecommunication network connections have become ubiquitous. In several developed …
telecommunication network connections have become ubiquitous. In several developed …
Travel mode recognition of urban residents using mobile phone data and MapAPI
Obtaining the time and space features of the travel of urban residents can facilitate urban
traffic optimization and urban planning. As traditional methods often have limited sample …
traffic optimization and urban planning. As traditional methods often have limited sample …