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Automated Diagnosis Through Ontologies and Logical Descriptions: The ADONIS Approach

Automated Diagnosis Through Ontologies and Logical Descriptions: The ADONIS Approach

Alejandro Rodríguez-González, Ángel García-Crespo, Ricardo Colomo-Palacios, José Emilio Labra Gayo, Juan Miguel Gómez-Berbís, Giner Alor-Hernández
Copyright: © 2011 |Volume: 3 |Issue: 1 |Pages: 19
ISSN: 1941-6296|EISSN: 1941-630X|EISBN13: 9781613506370|DOI: 10.4018/jdsst.2011010102
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MLA

Rodríguez-González, Alejandro, et al. "Automated Diagnosis Through Ontologies and Logical Descriptions: The ADONIS Approach." IJDSST vol.3, no.1 2011: pp.21-39. http://doi.org/10.4018/jdsst.2011010102

APA

Rodríguez-González, A., García-Crespo, Á., Colomo-Palacios, R., Gayo, J. E., Gómez-Berbís, J. M., & Alor-Hernández, G. (2011). Automated Diagnosis Through Ontologies and Logical Descriptions: The ADONIS Approach. International Journal of Decision Support System Technology (IJDSST), 3(1), 21-39. http://doi.org/10.4018/jdsst.2011010102

Chicago

Rodríguez-González, Alejandro, et al. "Automated Diagnosis Through Ontologies and Logical Descriptions: The ADONIS Approach," International Journal of Decision Support System Technology (IJDSST) 3, no.1: 21-39. http://doi.org/10.4018/jdsst.2011010102

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Abstract

The combination of the burgeoning interest in efficient and reliable Health Systems and the advent of the Information Age represent both a challenge and an opportunity for new paradigms and cutting-edge technologies reaching a certain degree of maturity. Hence, the use of Semantic Technologies for Automated Diagnosis could leverage the potential of current solutions by providing inference-based knowledge and support on decision-making. This paper presents the ADONIS approach, which harnesses the use of ontologies and the underlying logical mechanisms to automate diagnosis and provide significant quality results in its evaluation on real-world data scenarios.

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