Emerging practices and research issues for big data analytics in freight transportation

MF Gorman, JP Clarke, R de Koster, M Hewitt… - Maritime Economics & …, 2023 - Springer
Freight transportation has been experiencing a renaissance in data sources, storage, and
dissemination of data to decision makers in the last decades, resulting in new approaches to …

Development of algorithms to convert large streams of truck GPS data into truck trips

A Thakur, AR Pinjari, AB Zanjani… - Transportation …, 2015 - journals.sagepub.com
This paper documents the development and validation of the algorithms and procedures
used to convert large streams of raw GPS data available from the American Transportation …

Expanding the uses of truck GPS data in freight modeling and planning activities

P Camargo, S Hong, V Livshits - Transportation Research …, 2017 - journals.sagepub.com
Progress in practical applications of large, passively collected data sets is often hindered by
the lack of appropriate analytical tools or the proprietary nature of applicable software. One …

Identifying truck stops from a large stream of gps data via a hidden markov chain model

M Taghavi, E Irannezhad… - 2019 IEEE intelligent …, 2019 - ieeexplore.ieee.org
This paper proposes and shows the application of the Hidden Markov Model (HMM) to
identify truck trip segments and extract activity and non-activity stops from large scale truck …

A GPS data processing framework for analysis of drayage truck tours

SI You, SG Ritchie - KSCE Journal of Civil Engineering, 2018 - Springer
Abstract A Clean Trucks Program (CTP) has been enacted at California's San Pedro Bay
Ports (SPBP) of Long Beach and Los Angeles, to help address major environmental issues …

Analysis of freight corridors using GPS data on trucks

M Flaskou, MA Dulebenets, MM Golias… - Transportation …, 2015 - journals.sagepub.com
Trucks remain an important link for today's supply chains because the majority of goods in
the United States and around the world are delivered to their final destination by trucks. With …

Freight operational characteristics mined from anonymous mobile sensor data

T Akter, S Hernandez… - Transportation Research …, 2023 - journals.sagepub.com
Effective transportation performance measurement (TPM) benefits from ubiquitous
transportation system monitoring both spatially and temporally. In the context of freight …

[图书][B] Methodology for tour-based truck demand modeling

SI You - 2012 - search.proquest.com
Freight truck movements exhibit extensive trip interaction between shippers, receivers, and
carriers of goods, logistics constraints, and use of advanced information technology. Such …

Mining freight truck's trip patterns from GPS data

J Huang, L Wang, C Tian, F Zhang… - 17th International IEEE …, 2014 - ieeexplore.ieee.org
Land carriage is important for nowadays large goods transportation. There are three major
roles in a land carriage order: guests, companies and trucks. A significant problem, for …

[PDF][PDF] Leveraging open-source GIS tools to determine freight activity patterns from anonymous GPS data

T Akter, S Hernandez, KC Diaz… - American Association of …, 2018 - researchgate.net
Trucking is the dominate mode of transport for freight in the US. Ensuring efficient freight
movement is critical for the economy and the environment. To construct and maintain a …