2002Unpublished venueRequires access

Transferability of travel time models and provision of real-time arrival time information

Amer S Shalaby, Craig Lyon, Tarek Sayed

Open publisher page 6 citations

Abstract

Summarizes an effort to apply travel time models for transit vehicles to provide real-time arrival time information to passengers. One of the issues in applying travel time models, which is the transferability of models for use on different routes or even different cities than the models were calibrated on is examined by comparing a previously calibrated model to a recalibrated model using limited data for a second route and a model calibrated solely from the new data. Results indicate that models should not be applied to different routes without investigating the need for recalibration. It also appears that a model recalibrated on limited data will perform well compared to a route specific model.

About this research paper

What this paper is about

Summarizes an effort to apply travel time models for transit vehicles to provide real-time arrival time information to passengers. One of the issues in applying travel time models, which is the transferability of models for use on different routes or even different cities than the models were calibrated on is examined by comparing a previously calibrated model to a recalibrated model using limited data for a second route and a model calibrated solely from the new data. Results indicate that models should not be applied to different routes without investigating the need for recalibration. It also appears that a model recalibrated on limited data will perform well compared to a route specific model.

Why it matters

OpenAlex reports 6 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Summarizes an effort to apply travel time models for transit vehicles to provide real-time arrival time information to passengers. One of the issues in applying travel time models, which is the transferability of models for use on different routes or even different cities than the models were calibrated on is examined by comparing a previously calibrated model to a recalibrated model using limited data for a second route and a model calibrated solely from the new data. Results indicate that models should not be applied to different routes without investigating the need for recalibration. It also appears that a model recalibrated on limited data will perform well compared to a route specific model.

Key concepts: Transferability, Travel time, Arrival time, Computer science, Transit (satellite), Data modeling, Real-time data, Transit time

Related papers

Back to paper searchBrowse research topicsOriginal source
Transferability of travel time models and provision of real-time arrival time information — Research Paper | ScholarLens