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DBLP
Conference object . 2023
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An Ontological Modelling of Prototype Theories.

Authors: Porello D.; Righetti G.; Troquard N.; Confalonieri R.; Kutz O.;

An Ontological Modelling of Prototype Theories.

Abstract

Prototype theories are an important family of cognitive theories of concepts that model the classification under a concept in terms of the proximity of an object to the prototype of the concept. While logic-based definitions of concepts are standard in Description Logics and OWL, prototype-based definitions are not directly available, although they are very useful whenever we need to model commonsense concepts or data dependent classifications. We propose a strategy to define prototypes in OWL enriched with SWRL (SemanticWeb Rule Language). By means of data properties we model the weighted features of prototypes, and, by using SWRL constraints, we implement the computation of the proximity of an instance to a prototype. We also leverage a foundational ontology to provide semantics of the features occurring in prototype descriptions. We exemplify our treatment in Protégé.

Country
Italy
Keywords

DOLCE; Foundational Ontology; OWL; Prototype theories; Protégé; Semantic Web Rule Language (SWRL)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green