Review of data governance approaches in the field of transportation domain

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F24%3A00375591" target="_blank" >RIV/68407700:21260/24:00375591 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1109/SCSP61506.2024.10552682" target="_blank" >https://doi.org/10.1109/SCSP61506.2024.10552682</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SCSP61506.2024.10552682" target="_blank" >10.1109/SCSP61506.2024.10552682</a>

Result language
angličtina
Original language name
Review of data governance approaches in the field of transportation domain
Original language description
Within the activities of planning, organizing, or regulating traffic, a considerable amount of various traffic data is actively used. For responsible data-based decision-making, the quality of the utilized data is crucial. However, defining the specifics of this quality and establishing procedures for its control is often ambiguous. The primary objective of the research was to review methods for ensuring or managing data quality within the transportation environment. Building on the collected information, a practical data governance approach was delineated to be applied to specific transportation data. Simultaneously, data from detectors and floating vehicles on the highway network in the Czech Republic were analyzed for the same reason. The results show that the chosen data governance approaches are applicable to transportation data, even in the task of evaluating data quality in the detail of individual dimensions. In the context of semantic data quality control, it is necessary to explore additional suitable tools, such as the use of statistical models, to reliably distinguish real errors or otherwise reduced data quality from genuinely truthful values, such as traffic conditions.
Czech name
—
Czech description
—

Project
<a href="/en/project/CK04000189" target="_blank" >CK04000189: Data quality tools for ensuring system reliability of transport information centres</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2024 Smart City Symposium Prague - IEEE PROCEEDINGS
ISBN
979-8-3503-6096-7
ISSN
2831-5618
e-ISSN
2691-3666
Number of pages
7
Pages from-to
—
Publisher name
IEEE Press
Place of publication
New York
Event location
Prague
Event date
May 23, 2024
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
001258546700004

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