Feasibility of estimating travel demand using geolocations of social media data
Sign Up to like & getrecommendations! Published in 2021 at "Transportation"
DOI: 10.1007/s11116-021-10171-x
Abstract: Travel demand estimation, as represented by an origin–destination (OD) matrix, is essential for urban planning and management. Compared to data typically used in travel demand estimation, the key strengths of social media data are that… read more here.
Keywords: media data; travel demand; estimating travel; using geolocations ... See more keywords
Travel Demand Management (TDM) case study for social behavioral change towards sustainable urban transportation in Istanbul
Sign Up to like & getrecommendations! Published in 2017 at "Cities"
DOI: 10.1016/j.cities.2017.05.017
Abstract: Abstract In order to realize sustainable cities, it is vital to achieve and maintain social behavioral change for shifting our modes of mobility from inefficient, wasteful and motorized means to cleaner, greener, healthier and more… read more here.
Keywords: social behavioral; behavioral change; transportation; travel demand ... See more keywords
Travel demand corridors: Modelling approach and relevance in the planning process
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Transport Geography"
DOI: 10.1016/j.jtrangeo.2016.12.007
Abstract: Abstract In an ideal world, transportation networks and services would be adapted to the specific travel needs of each individual and would perfectly fit the corresponding desire lines (direct lines between origin and destination points).… read more here.
Keywords: transportation; corridors modelling; demand; travel demand ... See more keywords
Employer-based travel demand management program: Employer’s choice and effectiveness
Sign Up to like & getrecommendations! Published in 2017 at "Transport Policy"
DOI: 10.1016/j.tranpol.2017.06.003
Abstract: Abstract The impact and effectiveness of employers’ travel demand management (TDM) programs have often been investigated, but there is little research on employers’ preference of TDM programs and the factors which influence their choices. This… read more here.
Keywords: demand management; employer; program; travel demand ... See more keywords
Incorporating online shopping into travel demand modelling: challenges, progress, and opportunities
Sign Up to like & getrecommendations! Published in 2018 at "Transport Reviews"
DOI: 10.1080/01441647.2017.1381864
Abstract: ABSTRACT There is a large body of literature, spanning multiple disciplines, concerned with the relationship between traditional (physical) shopping and associated travel behaviour. However, despite the recent rapid growth of digital retailing and online shopping,… read more here.
Keywords: incorporating online; online shopping; shopping travel; travel demand ... See more keywords
Validation of an activity-based travel demand modeling system
Sign Up to like & getrecommendations! Published in 2021 at "Transportation Letters"
DOI: 10.1080/19427867.2021.1988437
Abstract: This paper presents the validation analysis of an activity-based travel demand modeling system – shorter-term decisions simulator (SDS). It compares microsimulation results of SDS with observed cen... read more here.
Keywords: activity based; travel demand; based travel; modeling system ... See more keywords
A Novel Perspective on Travel Demand Prediction Considering Natural Environmental and Socioeconomic Factors
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Intelligent Transportation Systems Magazine"
DOI: 10.1109/mits.2022.3162901
Abstract: Predicting urban travel demand is important in perceiving the future state of a city, deploying public transportation resources, and building intelligent cities. Influenced by multifarious factors, urban travel demand data have high-frequency noise and complex… read more here.
Keywords: travel demand; urban travel; demand; natural environmental ... See more keywords
Is Travel Demand Actually Deep? An Application in Event Areas Using Semantic Information
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2019.2897341
Abstract: In transportation, nature, economy, environment, and many other settings, there are multiple simultaneous phenomena happening that are of interest to model and predict. Over the last few years, the traffic data that we have at… read more here.
Keywords: event areas; transportation; semantic information; travel demand ... See more keywords
A Two-Step Model for Predicting Travel Demand in Expanding Subways
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3166669
Abstract: In many cities, subways are expanding with new or extended lines being built and put into operations. The prediction of future travel demand in subway with the planned expansion is of significant importance because such… read more here.
Keywords: travel demand; step model; two step; demand ... See more keywords
The Impact of the COVID-19 Crisis on Air Travel Demand: Some Evidence From China
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DOI: 10.1177/21582440231152444
Abstract: This paper applies a three-step framework to quantify COVID-19’s impacts on China’s domestic and international air travel demand and to evaluate how the impacts evolve from January 2020 to January 2022. Time series techniques and… read more here.
Keywords: travel demand; covid; impact covid; air travel ... See more keywords
Air travel demand forecasting based on big data: A struggle against public anxiety
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.1017875
Abstract: It is of great significance to accurately grasp the demand for air travel to promote the revival of long-distance travel and alleviate public anxiety. The main purpose of this study is to build a high-precision… read more here.
Keywords: travel demand; demand forecasting; air travel; big data ... See more keywords