Certainty Factor is a method that defines a measure of certainty for a rule or fact, to describe the level of expert confidence in the problem at hand. The Certainty Factor method is used when dealing with problems whose answers are uncertain. In this study, the authors developed an expert system that was able to diagnose early the level of depression experienced by final semester students. Expert systems can process information based on their knowledge base so that they can solve a problem. The expert system facilitates activities by acting as an assistant because it has a knowledge base that is almost the same as the expert itself, the ability of the expert system in processing data assisted by the certainty factor method in this study can produce a fast and accurate diagnosis of the level of depression in final semester students. The results of this study indicate the application of an expert system can help in diagnosing the level of depression experienced by final semester students. The certainty factor method was successfully applied in the development of expert system applications with a system confidence level of 95%.
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25 July 2023
INTERNATIONAL CONFERENCE OF SNIKOM 2021
18 September 2021
Medan, Indonesia
Research Article|
July 25 2023
Early diagnosis of final-year student depression using certainty factor method
Budiman Baso;
Budiman Baso
a)
Department of Information and Technology, University of Timor
, Kefamenanu, Indonesia
a)Corresponding author: [email protected]
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Kristoforus Fallo;
Kristoforus Fallo
b)
Department of Information and Technology, University of Timor
, Kefamenanu, Indonesia
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Regolinda Maneno;
Regolinda Maneno
c)
Department of Information and Technology, University of Timor
, Kefamenanu, Indonesia
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Willi Sucipto;
Willi Sucipto
d)
Department of Information and Technology, University of Timor
, Kefamenanu, Indonesia
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Risald;
Risald
e)
Department of Information and Technology, University of Timor
, Kefamenanu, Indonesia
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Krisantus J. Tey Seran;
Krisantus J. Tey Seran
f)
Department of Information and Technology, University of Timor
, Kefamenanu, Indonesia
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Patricia Getrudis Manek
Patricia Getrudis Manek
g)
Department of Information and Technology, University of Timor
, Kefamenanu, Indonesia
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AIP Conf. Proc. 2798, 020003 (2023)
Citation
Budiman Baso, Kristoforus Fallo, Regolinda Maneno, Willi Sucipto, Risald, Krisantus J. Tey Seran, Patricia Getrudis Manek; Early diagnosis of final-year student depression using certainty factor method. AIP Conf. Proc. 25 July 2023; 2798 (1): 020003. https://doi.org/10.1063/5.0154457
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