Semantic modeling of plastic deformation of polycrystalline rock
| Autor: | Hassan A. Babaie, Armita Davarpanah |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Chemical process
010504 meteorology & atmospheric sciences Knowledge representation and reasoning business.industry Process ontology Ontology (information science) 010502 geochemistry & geophysics computer.software_genre 01 natural sciences GeneralLiterature_MISCELLANEOUS Domain (software engineering) Set (abstract data type) Knowledge base Geotechnical engineering Data mining Automated reasoning Computers in Earth Sciences business computer Geology ComputingMethodologies_COMPUTERGRAPHICS 0105 earth and related environmental sciences Information Systems |
| Zdroj: | Computers & Geosciences. 111:213-222 |
| ISSN: | 0098-3004 |
| Popis: | We have developed the first iteration of the Plastic Rock Deformation (PRD) ontology by modeling the semantics of a selected set of deformational processes and mechanisms that produce, reconfigure, displace, and/or consume the material components of inhomogeneous polycrystalline rocks. The PRD knowledge model also classifies and formalizes the properties (relations) that hold between instances of the dynamic physical and chemical processes and the rock components, the complex physio-chemical, mathematical, and informational concepts of the plastic rock deformation system, the measured or calculated laboratory testing conditions, experimental procedures and protocols, the state and system variables, and the empirical flow laws that define the inter-relationships among the variables. The ontology reuses classes and properties from several existing ontologies that are built for physics, chemistry, biology, and mathematics. With its flexible design, the PRD ontology is well positioned to incrementally develop into a model that more fully represents the knowledge of plastic deformation of polycrystalline rocks in the future. The domain ontology will be used to consistently annotate varied data and information related to the microstructures and the physical and chemical processes that produce them at different spatial and temporal scales in the laboratory and in the solid Earth. The PRDKB knowledge base, when built based on the ontology, will help the community of experimental structural geologists and metamorphic petrologists to coherently and uniformly distribute, discover, access, share, and use their data through automated reasoning and integration and query of heterogeneous experimental deformation data that originate from autonomous rock testing laboratories. |
| Databáze: | OpenAIRE |
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