Title :
Beck Depression Inventory Test Assessment Using Fuzzy Inference System
Author :
Ariyanti, Retno Dina ; Kusumadewi, Sri ; Paputungan, Irving Vitra
Author_Institution :
Dept. of Inf. Eng., Islamic Univ. of Indonesia, Yogyakarta, Indonesia
Abstract :
In this paper, the fuzzy Takagi-Sugeno method, one of fuzzy inference system, is proposed to evaluate beck depression inventory II test (BDI II-Test). BDI II-Test is an assessment tool by healthcare professionals and researchers to diagnose someone´s depression level in the fields of psychology and psychiatry. In this case, all the depressed factors; emotional, cognitive, motivational, physical, and delusional; are compiled as fuzzy rules input variables. The sample test case has shown that the fuzzy inference system may help in diagnosing all the components resulted by BDI II Test, 21 questions to get membership values, to support the medical treatment decision.
Keywords :
fuzzy set theory; inference mechanisms; medical computing; psychology; beck depression inventory II test; beck depression inventory test assessment; fuzzy Takagi-Sugeno method; fuzzy inference system; medical treatment decision; Automatic testing; Biomedical informatics; Cognition; Fuzzy systems; Medical services; Medical tests; Mood; Psychiatry; Psychology; System testing; BDI-Test II; Fuzzy Takagi-Sugeno; Psychology;
Conference_Titel :
Intelligent Systems, Modelling and Simulation (ISMS), 2010 International Conference on
Conference_Location :
Liverpool
Print_ISBN :
978-1-4244-5984-1
DOI :
10.1109/ISMS.2010.12
