Approach to Reasoning about Uncertain Temporal Data in OWL 2
| Autor: | Faiez Gargouri, Fatma Ghorbel, Nassira Achich, Elisabeth Métais, Fayçal Hamdi |
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| Přispěvatelé: | Multimedia, InfoRmation systems and Advanced Computing Laboratory (MIRACL), Faculté des Sciences Economiques et de Gestion de Sfax (FSEG Sfax), Université de Sfax - University of Sfax-Université de Sfax - University of Sfax, CEDRIC. Ingénierie des Systèmes d'Information et de Décision (CEDRIC - ISID), Centre d'études et de recherche en informatique et communications (CEDRIC), Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise (ENSIIE)-Conservatoire National des Arts et Métiers [CNAM] (CNAM)-Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise (ENSIIE)-Conservatoire National des Arts et Métiers [CNAM] (CNAM) |
| Rok vydání: | 2020 |
| Předmět: |
Theoretical computer science
Computer science Certain Temporal Data 02 engineering and technology Certain Ontology Allen's Keywords:Certain Temporal Data Allen's interval algebra 020204 information systems Temporal Reasoning 0202 electrical engineering electronic engineering information engineering [INFO]Computer Science [cs] Uncertain Temporal Data Allen’s Interval Algebra Representation (mathematics) 4D-Fluents Approach General Environmental Science computer.programming_language Transitive relation Web Ontology Language Temporal Representation Temporal database Ontology General Earth and Planetary Sciences Interval (graph theory) 020201 artificial intelligence & image processing computer |
| Zdroj: | KES Procedia Computer Science 24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES) 24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES), Sep 2020, Verona, Italy. pp.1141-1150, ⟨10.1016/j.procs.2020.09.110⟩ |
| ISSN: | 1877-0509 |
| DOI: | 10.1016/j.procs.2020.09.110 |
| Popis: | International audience; In this paper, we propose an ontology-based approach for representing and reasoning about certain and uncertain temporal data. Ithandles temporal data in terms of quantitative time intervals and points and the qualitative relations between them (e.g., “before”). Itincludes three parts.(1)We extend the 4D-fluents approach with certain ontological components to represent the handled temporaldata in OWL 2.(2)We extend the Allen’s interval algebra to reason about certain and uncertain time intervals. We adapt theserelations to allow relating a time interval and a time point, and two time points. All relations can be used for temporal reasoning bymeans of transitivity tables.(3)The extended Allen’s algebra instantiates the 4D-fluents-based representation. Inferences are basedon SWRL rules. Based on this ontology, a prototype is implemented and integrated into an ontology-based memory prosthesis forAlzheimer’s patients to handle certain and uncertain temporal data inputs. |
| Databáze: | OpenAIRE |
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