Abstract | ||
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Psychological diagnosis is not a simple task. In spite of the amount of information and decision support systems available, mental disorders are still difficult to diagnose due to their intrinsic lack of formal boundaries. This paper presents PsyDis, a tool aimed to support the decision-making process in mental disorder diagnosis. PsyDis combines ontologies and logical inference mechanisms to offer decision support in the field of psychological clinical diagnosis. The system has been evaluated by means of two different studies. Results show notable accuracy of the system in terms of precision, recall and f measures. |
Year | DOI | Venue |
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2012 | 10.1016/j.eswa.2012.04.033 | Expert Syst. Appl. |
Keywords | Field | DocType |
psychological clinical diagnosis,decision support system,decision support,diagnosis support system,psychological diagnosis,decision-making process,psychological disorder,intrinsic lack,different study,formal boundary,mental disorder diagnosis,mental disorder,ontologies,semantics | Support system,Computer science,Cognitive psychology,Knowledge management,Mental disorder diagnosis,Artificial intelligence,Spite,Ontology (information science),Decision support system,Recall,Machine learning,Semantics,Instrumental and intrinsic value | Journal |
Volume | Issue | ISSN |
39 | 13 | 0957-4174 |
Citations | PageRank | References |
6 | 0.45 | 31 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Cristina Casado-Lumbreras | 1 | 140 | 12.59 |
Alejandro Rodríguez-González | 2 | 87 | 7.70 |
José María Álvarez-Rodríguez | 3 | 6 | 0.45 |
Ricardo Colomo-Palacios | 4 | 618 | 37.20 |