01025587

Component

https://doi.org/10.3141/1972-07

http://scholar.google.com...laby&publication_year=2006

This project developed an integrated Global Positioning System–geographic information system (GPS-GIS) to automate the processing of GPS-based personal travel survey data. Two versions of the analysis system were developed in this project: a GPS-alone system, which uses only GPS travel data as input, and a GPS-GIS integrated system, which uses both GPS travel data and topologic information on GIS platform as input. The GPS-alone system includes an activity identification algorithm and a fuzzy logic–based mode identification algorithm. The GPS-GIS integrated system includes link identification on a GIS platform as well as an interactive link matching-mode identification subsystem, which further refines the results from previous identifications performed separately. This project demonstrates how GPS travel data analysis can be automated and highlights the benefits brought by an interactive analysis system, providing an innovative analysis method for personal-based GPS multimodal travel surveys.

01041095

English

pp 38-45

2006

Transportation Research Record: Journal of the Transportation Research Board

0309099811

Print

Figures (1) ; References (14) ; Tables (3)

Algorithms; Data analysis; Fuzzy logic; Geographic information systems; Global Positioning System; Network links; Travel surveys

Mode identification; Travel data

Highways; Planning and Forecasting; I72: Traffic and Transport Planning

TRIS, TRB, ATRI

Mar 3 2006 10:40AM

• AGORA-C Map-Based Location Referencing
• Comparative Analysis of Global Positioning System–Based and Travel Survey–Based Data
• Competition Between Egress Transport Modes: Stated Choice Model Incorporating Availability Effects
• Enhanced Roadway Geometry Data Collection Using an Effective Video Log Image-Processing Algorithm
• Heuristic Algorithm for Solving a Multimodal Location-Based Concierge Service Problem
• Impact of Hourly Measured Speed on Accident Risk in the Netherlands: Results from Exploratory Study Using Geographic Information Systems
• Integrating Information About Complex Systems: Role of Metadata in the Acceptability of Results from Models
• Integration of Geographic Information System for Transportation with Real-Time Traffic Simulation System: Application Framework
• Intelligent Transportation System Spatial Data Modeling
• Method for Creating a Real-Time Distributed Travel History Database: Persistent Traffic Cookies Project
• Nonresponse, Selectivity, and Data Quality in Travel Surveys: Experiences from Analyzing Recruitment for the German Mobility Panel
• Proxy Responses in Self-Completion Travel Diary Surveys
• Smoothing Methods to Minimize Impact of Global Positioning System Random Error on Travel Distance, Speed, and Acceleration Profile Estimates
• Transit Ridership Model Based on Geographically Weighted Regression
• Usage Analysis of First-Generation Intelligent Transportation Systems Data Archive: Lessons Learned in Development of Novel Information Technology Application
• Video-Based Automated Identification of Freeway Shoulder Events