File(s) under permanent embargo
Learning diagnostic diagrams in transport-based data-collection systems
conference contribution
posted on 2014-01-01, 00:00 authored by V T Tran, Peter EklundPeter Eklund, C CookInsights about service improvement in a transit network can be gained by studying transit service reliability. In this paper, a general procedure for constructing a transit service reliability diagnostic (Tsrd) diagram based on a Bayesian network is proposed to automatically build a behavioural model from Automatic Vehicle Location (AVL) and Automatic Passenger Counters (APC) data. Our purpose is to discover the variability of transit service attributes and their effects on traveller behaviour. A Tsrd diagram describes and helps to analyse factors affecting public transport by combining domain knowledge with statistical data.
History
Event
Methodologies for Intelligent Systems. Symposium (21st : 2014 : Roskilde, Denmark)Volume
8502Series
Methodologies for Intelligent Systems SymposiumPagination
560 - 566Publisher
Springer International PublishingLocation
Roskilde, DenmarkPlace of publication
Cham, SwitzerlandPublisher DOI
Start date
2014-06-25End date
2014-06-27ISSN
0302-9743eISSN
1611-3349ISBN-13
9783319083254Language
engPublication classification
E1.1 Full written paper - refereedCopyright notice
2014, Springer International Publishing SwitzerlandEditor/Contributor(s)
T Andreasen, H Christiansen, J Cubero, Z RaśTitle of proceedings
ISMIS 2014 : Proceedings of the 21st International Symposium on Methodologies for Intelligent Systems 2014Usage metrics
Categories
No categories selectedLicence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC