Publication detail
A Unified Approach to Real-Time Public Transport Data Processing
LAZÚR, J. HYNEK, J. HRUŠKA, T.
Original Title
A Unified Approach to Real-Time Public Transport Data Processing
Type
article in a collection out of WoS and Scopus
Language
English
Original Abstract
The use of real operations data is essential for the planning and management of modern public transport systems. With the expansion of universal formats for describing the structure of public transport systems, such as GTFS or Transmodel, the use of these data has expanded far beyond the public transport domain. On the other hand, the effort to use these data encounters the problem of its processing, storage and integration with the structure of the transport system due to the volume and speed of data generation from real operations. These problems are even more evident in the case of further use of these data as inputs for machine learning, or data mining, where integration of data from different systems into a single model is necessary. The purpose of this paper was to design a method by the which big data from real operations could be integrated with the changing structure of the transport system so that this data could be stored long term without loss of granularity, or entropy value. As a result, we proposed a data model with big data transformation algorithm, whose functionality has been verified in testing over the public transport system of the second largest city in the Czech Republic.
Keywords
Public Transport, Big Data Processing, Big Data Visualisation, GTFS
Authors
LAZÚR, J.; HYNEK, J.; HRUŠKA, T.
Released
16. 5. 2024
Publisher
Springer Nature Switzerland AG
Location
Cham
ISBN
978-3-031-60226-9
Book
Lecture Notes in Networks and Systems
Edition
Lecture Notes in Networks and Systems
ISBN
2367-3370
Periodical
Lecture Notes in Networks and Systems
Year of study
2024
Number
989
State
Republic of Poland
Pages from
86
Pages to
95
Pages count
10
URL
BibTex
@inproceedings{BUT188364,
author="Juraj {Lazúr} and Jiří {Hynek} and Tomáš {Hruška}",
title="A Unified Approach to Real-Time Public Transport Data Processing",
booktitle="Lecture Notes in Networks and Systems",
year="2024",
series="Lecture Notes in Networks and Systems",
journal="Lecture Notes in Networks and Systems",
volume="2024",
number="989",
pages="86--95",
publisher="Springer Nature Switzerland AG",
address="Cham",
doi="10.1007/978-3-031-60227-6\{_}8",
isbn="978-3-031-60226-9",
issn="2367-3370",
url="https://www.fit.vut.cz/research/publication/13127/"
}Documents
Responsibility: Ing. Marek Strakoš