Behavioral ontological analysis of processes in data warehousing/business intelligence systems using UFO-B

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21240%2F25%3A00384701" target="_blank" >RIV/68407700:21240/25:00384701 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/abstract/document/11166484" target="_blank" >https://ieeexplore.ieee.org/abstract/document/11166484</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICCTA65425.2025.11166484" target="_blank" >10.1109/ICCTA65425.2025.11166484</a>

Result language
angličtina
Original language name
Behavioral ontological analysis of processes in data warehousing/business intelligence systems using UFO-B
Original language description
The acquisition, processing, and utilization of data have become increasingly critical in data warehouse (DWH) and business intelligence (BI) systems. However, the current approaches to modeling these systems—relying on natural language descriptions, informal diagrams, or UML models often introduce ambiguity and inconsistencies, making it difficult to ensure clear communication between researchers and industry professionals, particularly for complex DWH processes. To address this issue, we explore the use of ontologically driven conceptual modeling based on UFO-B as a means to enhance clarity, precision, and consistency in representing DWH/BI processes. By leveraging UFO-B’s formal semantics for modeling dynamic aspects such as events, processes, and temporal relations, we aim to demonstrate how it can improve the expressiveness and interpretability of DWH/BI models. As part of this investigation, we also propose an extension of OntoUML to incorporate missing UFO-B constructs, allowing for a more comprehensive and semantically rich representation of behavioral aspects in DWH/BI systems. Through this approach, we aim to showcase both the feasibility and benefits of applying ontologically grounded methods in this domain.
Czech name
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Czech description
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Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2025 International Conference on Computer Technology Applications
ISBN
979-8-3315-1264-4
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
205-210
Publisher name
IEEE Institute of Electrical and Electronics Engineers Inc.
Place of publication
Piscataway, New Jersey
Event location
Vienna
Event date
May 21, 2025
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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