Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/eswc2015/paper/in-use/19> ?p ?o. }
Showing items 1 to 15 of
15
with 100 items per page.
- 19 creator anthony-g-cohn.
- 19 creator dhavalkumar-thakker.
- 19 creator joaquin-valdes.
- 19 creator vania-dimitrova.
- 19 type InProceedings.
- 19 label "PADTUN - Using Semantic Technologies in Tunnel Diagnosis and Maintenance Domain".
- 19 sameAs 19.
- 19 abstract "A Decision Support System (DSS) in tunnelling domain deals with identifying pathologies based on disorders present in various tunnel portions and contextual factors affecting a tunnel. Another key area in diagnosing pathologies is to identify regions of the spread of pathologies. In practice, tunnel experts intuitively abstract such regions of interest and in doing so select tunnel portions that are susceptible to the same types of pathologies with some distance approximation. This complex diagnosis process is often subjective and poorly scales across cases and transport structures. In this paper, we introduce PADTUN system, a working prototype of DSS in tunnelling domain using semantic technologies. Ontologies are developed and used to capture tacit knowledge from tunnel experts. Tunnel inspection data are annotated with ontologies to take advantage of inferring capabilities offered by semantic technologies. In addition, an intelligent mechanism is developed to exploit abstraction and inference capabilities to identify regions of interest (ROI). PADTUN is developed in real-world settings offered by the NeTTUN EU Project and is applied in a tunnel diagnosis use case with Société Nationale des Chemins de Fer Français (SNCF), France. We show how the use of semantic technologies allows addressing the complex issues of pathology and ROI inferencing and matching experts’ expectations of decision support.".
- 19 hasAuthorList authorList.
- 19 isPartOf proceedings.
- 19 keyword "ROI inferencing using semantics".
- 19 keyword "transport structures".
- 19 keyword "tunnel diagnosis".
- 19 keyword "tunnel maintenance and diagnosis ontology".
- 19 title "PADTUN - Using Semantic Technologies in Tunnel Diagnosis and Maintenance Domain".