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

https://www.fit.vut.cz/research/publication/13127/

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

72.zip