Digital Library of Zielona Góra contains 63 052 digital objects
Object
Title: Ontology-based access to temporal data with Ontop: A framework proposal
Creator:
Güzel Kalayci, Elem ; Brandt, Sebastian ; Calvanese, Diego ; Ryzhikov, Vladislav ; Xiao, Guohui ; Zakharyaschev, Michael
Date:
Resource Type:
Contributor:
Gamper, Johann - ed. ; Wrembel, Robert - ed.
Subtitle:
Group publication title:
Abstract:
Predictive analysis gradually gains importance in industry. For instance, service engineers at Siemens diagnostic centres unveil hidden knowledge in huge amounts of historical sensor data and use it to improve the predictive systems analysing live data. Currently, the analysis is usually done using data-dependent rules that are specific to individual sensors and equipment. This dependence poses significant challenges in rule authoring, reuse, and maintenance by engineers. One solution to this problem is to employ ontology-based data access (OBDA), which provides a conceptual view of data via an ontology. However, classical OBDA systems do not support access to temporal data and reasoning over it. ; To address this issue, we propose a framework for temporal OBDA. In this framework, we use extended mapping languages to extract information about temporal events in the RDF format, classical ontology and rule languages to reflect static information, as well as a temporal rule language to describe events. We also propose a SPARQL-based query language for retrieving temporal information and, finally, an architecture of system implementation extending the state-of-the-art OBDA platform Ontop.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, volume 29, number 1 (2019) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2019)
Last modified:
Jul 14, 2025
In our library since:
Jul 10, 2025
Number of object content hits:
30
All available object's versions:
https://zbc.uz.zgora.pl/publication/100932
Show description in RDF format:
Show description in OAI-PMH format:
-
-
-
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 29, number 1 (2019)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 29, number 2 (2019)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 29, number 3 (2019)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 29, number 4 (2019)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
| Edition name | Date |
|---|---|
| Ontology-based access to temporal data with Ontop: A framework proposal | Jul 14, 2025 |
