Title
Automated Diagnosis Through Ontologies and Logical Descriptions: The ADONIS Approach
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.
Year
DOI
Venue
2011
10.4018/jdsst.2011010102
IJDSST
Keywords
Field
DocType
information age,cutting-edge technology,logical descriptions,new paradigm,semantic technologies,certain degree,automated diagnosis,adonis approach,real-world data scenario,inference-based knowledge,current solution,medical diagnosis,semantic web,ontologies
Ontology (information science),Data science,Data mining,Semantic technology,Inference,Computer science,Semantic Web,Healthcare system,Adonis,Information Age,Medical diagnosis
Journal
Volume
Issue
ISSN
3
1
1941-6296
Citations 
PageRank 
References 
6
0.46
29
Authors
6