Abstract
Decisions are modelled using a new, Semantic Web, specialised provenance ontology. This allows for management in graph databases and common instance components to be globally addressed and thus reused. New decisions are compared to those in a Case Base to provide best-practice advice. This is a Decision Support System (DSS) which also assists other DSS by revealing contemporary practice in standardised ways with details for decision categorisation.
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References
Aamodt, A., Plaza, E.: Case-based reasoning: foundational issues, methodological variations, and system approaches. AICom - Artif. Intell. Commun. 7(1), 39–59 (1994)
Car, N.J.: Modelling causes for actions with the decision and PROV ontologies. In: MODSIM 2017–22th International Congress on Modelling and Simulation, Hobart, Australia (2017). https://www.mssanz.org.au/modsim2017/C2/car.pdf
Car, N.J., Moore, G.A.: Bridging the gap between modelling advice and irrigator solutions through empirical reasoning techniques. In: MODSIM 2011–19th International Congress on Modelling and Simulation, Perth, Australia (2011). https://www.mssanz.org.au/modsim2011/B1/car.pdf
Kornyshova, E., Deneckère, R.: Decision-making ontology for information system engineering. In: Parsons, J., Saeki, M., Shoval, P., Woo, C., Wand, Y. (eds.) ER 2010. LNCS, vol. 6412, pp. 104–117. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-16373-9_8
Lebo, T., Sahoo, S., McGuinness, D.: PROV-O: The PROV Ontology. W3C Recommendation, 30 April 2013. https://www.w3.org/TR/prov-o/
Moreau, L., Missier, P. (eds.): PROV-DM: The PROV Data Model. W3C Recommendation, 30 April 2013. https://www.w3.org/TR/prov-dm/
Nowara, P.: Decision Ontology. W3C Decisions and Decision Making Incubator Group (2011). https://promsns.org/def/do
Object Management Group: Decision Model and Notation (DMN). OMG Specification Formal/2016-06-01, Object Management Group (2016). http://www.omg.org/spec/DMN/1.1
Whittenbury, K., Davidson, P.: Beyond adoption: the need for a broad understanding of factors that influence irrigators? Decision-making. Rural Soc. 19(1), 4–16 (2009)
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Car, N.J. (2018). Case Base Reasoning Decision Support Using the DecPROV Ontology for Decision Modelling. In: Belhajjame, K., Gehani, A., Alper, P. (eds) Provenance and Annotation of Data and Processes. IPAW 2018. Lecture Notes in Computer Science(), vol 11017. Springer, Cham. https://doi.org/10.1007/978-3-319-98379-0_21
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DOI: https://doi.org/10.1007/978-3-319-98379-0_21
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