کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
383478 660823 2012 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
PsyDis: Towards a diagnosis support system for psychological disorders
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
PsyDis: Towards a diagnosis support system for psychological disorders
چکیده انگلیسی

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.


► PsyDis supports the decision-making process in mental disorder diagnosis.
► Authors model psychological disorders by means of an ontology.
► Evaluation results show notable accuracy of the system in diagnosis duties.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 39, Issue 13, 1 October 2012, Pages 11391–11403
نویسندگان
, , , ,