@inproceedings{e0802c9fd3a94425beb0096401a5a13b,
title = "Learning Diagnostic Diagrams in Transport-Based Data-Collection Systems",
abstract = "Insights 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.",
keywords = "Transit Service Reliability, Bayesian Network, Automatic Vehicle Location, Automatic Passenger Counters, Public Transport Analysis, Transit Service Reliability, Bayesian Network, Automatic Vehicle Location, Automatic Passenger Counters, Public Transport Analysis",
author = "Tran, {Vu The} and Peter Eklund and Chris Cook",
year = "2014",
doi = "10.1007/978-3-319-08326-1_61",
language = "English",
isbn = "978-3-319-08325-4",
volume = "8502",
series = "Lecture Notes in Computer Science",
publisher = "Springer",
pages = "560--566",
booktitle = "Foundations of Intelligent Systems - 21st International Symposium, ISMIS 2014, Roskilde, Denmark, June 25-27, 2014. Proceedings",
address = "Germany",
}