Event Ordering Reasoning Ontology Applied to Petrology and Geological Modelling
The inference of temporal information from past event occurrences is relevant in several applications for geological domains. In such applications, the order in which events have happened is imprinted in the domain as visual-spatial relations among its elements. The interpretation of the relative ordering in which events have occurred is essential for understanding the geological evolution in different scales of observation and for various kinds of objects, as in Petrology and Geological Modelling. From the analysis of the cognitive abilities of experts in these domains we propose an ontology for event ordering reasoning within domains whose elements have been modified by past events. We show that the Event Ontology can work as a pattern for domain conceptualization to be applied in distinct domains. It can be used to specify the sequence order of diagenetic paragenesis. It can also be operative for automatic reconstruction of geological surface assemblages.
KeywordsKnowledge Engineering Ontology Sedimentary Petrology Geological Modelling
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- 1.Thagard, P.S., Cameron, P.: Abductive reasoning: logic, visual thinking, and coherence. In: Logic and scientific methods, pp. 413–427. Kluwer Academic Publishers, Dordrecht (1997)Google Scholar
- 2.Mastella, L., et al.: Cognitive Modelling of Event Ordering Reasoning in Imagistic Domains. In: Proceedings of the 19th International Joint Conference on Artificial Intelligence - IJCAI’05, Edinburgh, UK (2005)Google Scholar
- 5.Noy, N.F.: Semantic integration: a survey of ontology-based approaches. In: ACM SIGMOD Record - COLUMN: Special section on semantic integration, pp. 65–70. ACM Press, New York (2004)Google Scholar
- 8.Abel, M.S., et al.: PetroGrapher: managing petrographer data and knowledge using an intelligent database application. In: WORKSHOP ON INTELLIGENT COMPUTING IN PETROLEUM INDUSTRY, Mexico City, Mexico: [s.n.] (2002)Google Scholar
- 9.Perrin, M.: Geological consistency: an opportunity for safe surface assembly and quick model exploration. In: 3D Modeling of Natural Objects, A Challenge for the 2000’s, Nancy, France, pp. 4–5 (1998)Google Scholar