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A data-driven travel mode share estimation framework based on mobile device location data · Study

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ArticleA data-driven travel mode share estimation framework based on mobile device location data

Mofeng Yang2021

OA

Articlebronze2021

A data-driven travel mode share estimation framework based on mobile device location data

Mofeng Yang · Yixuan Pan · Aref Darzi · Sepehr Ghader · Chenfeng Xiong · Lei Zhang

44 citations·0/0 files stored·Transportation

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Human Mobility and Location-Based Analysis Transportation Planning and Optimization Urban Transport and Accessibility

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References

2008Understanding individual human mobility patterns 2010Limits of Predictability in Human Mobility 1967The Data Model Concept in Statistical Mapping 2010Modelling the scaling properties of human mobility 2010Network Diversity and Economic Development 2016The promises of big data and small data for travel behavior (aka human mobility) analysis 2009Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands 2015Returners and explorers dichotomy in human mobility

Cited by

2024Using mobile phone big data and street view images to explore the mismatch between walkability and walking behavior 2023A Framework of Travel Mode Identification Fusing Deep Learning and Map-Matching Algorithm 2021Dynamic activity chain pattern estimation under mobility demand changes during COVID-19 2023Carbon emission characteristics of urban trip based on multi-layer network modeling 2022Residency and worker status identification based on mobile device location data

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2023National-Level Multimodal Origin–Destination Estimation Based on Passively Collected Location Data and Machine Learning Methodsarticle · 20 shared references 2022Residency and worker status identification based on mobile device location dataarticle · 15 shared references 2023Big-Data Driven Framework to Estimate Vehicle Volume Based on Mobile Device Location Dataarticle · 14 shared references 2021Review and evaluation of methods in transport mode detection based on GPS tracking dataarticle · 12 shared references 2019Inferring fine-grained transport modes from mobile phone cellular signaling dataarticle · 10 shared references 2019Developing a passive GPS tracking system to study long-term travel behaviorarticle · 10 shared references

Details

Year2021

Typearticle

Published2021-08-12

VenueTransportation

ISSN-L0049-4488

Languageen

Citations44

Files0 public / 0

ShelfHuman Mobility and Location-Based Analysis

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doi10.1007/s11116-021-10214-3

openalex_workW3036418320

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2023Big-Data Driven Framework to Estimate Vehicle Volume Based on Mobile Device Location Data

2022The Smartphone-Based Person Travel Survey System: Data Collection, Trip Extraction, and Travel Mode Detection

2024A hybrid method for intercity transport mode identification based on mobility features and sequential relations mined from cellular signaling data