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2019 | OriginalPaper | Buchkapitel

10. Ontologies, Mental Disorders and Prototypes

verfasst von : Maria Cristina Amoretti, Marcello Frixione, Antonio Lieto, Greta Adamo

Erschienen in: On the Cognitive, Ethical, and Scientific Dimensions of Artificial Intelligence

Verlag: Springer International Publishing

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Abstract

As it emerged from philosophical analyses and cognitive research, most concepts exhibit typicality effects, and resist to the efforts of defining them in terms of necessary and sufficient conditions. This holds also in the case of many medical concepts. This is a problem for the design of computer science ontologies, since knowledge representation formalisms commonly adopted in this field (such as, in the first place, the Web Ontology Language – OWL) do not allow for the representation of concepts in terms of typical traits. However, the need of representing concepts in terms of typical traits concerns almost every domain of real world knowledge, including medical domains. In particular, in this article we take into account the domain of mental disorders, starting from the DSM-5 descriptions of some specific mental disorders. On this respect, we favor a hybrid approach to the representation of psychiatric concepts, in which ontology oriented formalisms are combined to a geometric representation of knowledge based on conceptual spaces.

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Metadaten
Titel
Ontologies, Mental Disorders and Prototypes
verfasst von
Maria Cristina Amoretti
Marcello Frixione
Antonio Lieto
Greta Adamo
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-01800-9_10