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Ontology and the Conceptual Model. What is the role of philosophy in the design of Information Systems? AMCIS 2005. Ontology versus Ontologies. Ontology is a branch of philosophy Ontology deals with describing “existence” “The study of being”
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Ontology and the Conceptual Model What is the role of philosophy in the design of Information Systems? AMCIS 2005
Ontology versus Ontologies • Ontology is a branch of philosophy • Ontology deals with describing “existence” • “The study of being” • An ontology formalizes semantics for describing a “sphere of interest” • Domain ontologies?
High-Level Ontologies • Bunge • Sowa • Fiebelman • Brody • Tiles • Other . . .
Natural versus Artificial Systems • Things • Properties • Occurrences • Transformation functions
Transformation Functions Occurrence Transformation Function State 1 State 2
Transformation Functions Occurrence Transformation Function State 1 State 2
Natural Systems Occasionally observed Occurrence Transformation Function State 1 State 2 Observed Inferred, Studied or Guessed Observed or Predicted
Business Systems Mostly observed Occurrence Transformation Function State 1 State 2 Calculated or Defined Defined Calculated
Discovery versus Definition • Much of the hard sciences deal with the discovery of things, observing properties, and understanding transformation functions • In business systems, many (perhaps most) states are defined to be summarizations of events. They need not be discovered and cannot be observed.
Fundamental System Components • Natural systems: Things • Business systems: Events • What are the building blocks of a given Ontology?
Position Statement The value of formal, high-level ontologies that do not give prominence to occurrences is questionable and may inappropriately (and inadvertently) shift the focus of data modeling efforts away from business events to the detriment of diagram quality.