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Author: David Picado Muiño

Affiliation: Institut für Diskrete Mathematik und Geometrie, Austria

ISBN: 978-989-674-021-4

Keyword(s): Rule-based expert systems, Medical expert systems, Probabilistic inference.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Expert Systems ; Health Information Systems ; Knowledge Engineering and Ontology Development ; Knowledge Representation and Reasoning ; Knowledge-Based Systems ; Symbolic Systems

Abstract: Cadiag2 is a well-known rule-based expert system that aims at providing support for medical diagnose in internal medicine. Cadiag2 consists of a knowledge base in the form of a set of if-then rules that relate medical entities, in this paper interpreted as conditional probabilistic statements, and an inference engine constructed upon methods of fuzzy set theory. The aim underlying this paper is the understanding of the inference in Cadiag2. To that purpose we provide a (probabilistic) logical formalization of the inference of the system and check its adequacy with probability theory.

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Paper citation in several formats:
Picado Muiño D. and (2010). THE (PROBABILISTIC) LOGICAL CONTENT OF CADIAG2 - Rule-based Probabilistic Approach.In Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-674-021-4, pages 28-35. DOI: 10.5220/0002707700280035

@conference{icaart10,
author={David {Picado Muiño}},
title={THE (PROBABILISTIC) LOGICAL CONTENT OF CADIAG2 - Rule-based Probabilistic Approach},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2010},
pages={28-35},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002707700280035},
isbn={978-989-674-021-4},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - THE (PROBABILISTIC) LOGICAL CONTENT OF CADIAG2 - Rule-based Probabilistic Approach
SN - 978-989-674-021-4
AU - Picado Muiño, D.
PY - 2010
SP - 28
EP - 35
DO - 10.5220/0002707700280035

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