The geologic mapping process requires the organization of data according to the general knowledge about the objects in the map, namely the geologic units, and to the objectives of a graphic represen- tation of such objects in a map, following some established model of geotectonic evolution. Semantics can greatly help such a process in pro- viding a terminological base to name and classify the objects of the map and supporting the application of reasoning mechanisms for the deriva- tion of novel properties and relations about the objects of the map. The OntoGeonous initiative has built a terminological base of geological knowledge in a machine-readable format, following the Semantic Web tenets and the Linked Data paradigm, with the construction of an ap- propriate data base schema that can be then filled with the objects of the map. The paper will present the conceptual model of the geologic system and how the elements of the cartographic database are classified from general definitions. Also, the paper addresses the setup of web– based services that respond to queries concerning the properties of the map elements that are not explicitly asserted in the underlying data base, but are inferred through a reasoning process.

Semantic Models for the Geological Mapping Process

Vincenzo Lombardo;PIANA, FABRIZIO;MIMMO, DARIO;Enrico Mensa;Daniele P. Radicioni
2017-01-01

Abstract

The geologic mapping process requires the organization of data according to the general knowledge about the objects in the map, namely the geologic units, and to the objectives of a graphic represen- tation of such objects in a map, following some established model of geotectonic evolution. Semantics can greatly help such a process in pro- viding a terminological base to name and classify the objects of the map and supporting the application of reasoning mechanisms for the deriva- tion of novel properties and relations about the objects of the map. The OntoGeonous initiative has built a terminological base of geological knowledge in a machine-readable format, following the Semantic Web tenets and the Linked Data paradigm, with the construction of an ap- propriate data base schema that can be then filled with the objects of the map. The paper will present the conceptual model of the geologic system and how the elements of the cartographic database are classified from general definitions. Also, the paper addresses the setup of web– based services that respond to queries concerning the properties of the map elements that are not explicitly asserted in the underlying data base, but are inferred through a reasoning process.
2017
AI*IA 2017 Advances in Artificial Intelligence: XVIth International Conference of the Italian Association for Artificial Intelligence
Springer International Publishing
Lecture Notes in Artificial Intelligence
295
306
978-3-319-70169-1
https://doi.org/10.1007/978-3-319-70169-1_22
Lombardo, Vincenzo; Piana, Fabrizio; Mimmo, Dario; Mensa, Enrico; Radicioni, DANIELE PAOLO
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1653087
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