Sistem Pakar Diagnosa Tingkat Depresi Mahasiswa Tingkat Akhir Dengan Menggunakan Metode Certainty Factor


  • Nisrina Naufalia Santoso * Mail STMIK Kaputama, Binjai, Indonesia
  • Yani Maulita STMIK Kaputama, Binjai, Indonesia
  • Husnul Khair STMIK Kaputama, Binjai, Indonesia
  • (*) Corresponding Author
Keywords: Depression; Student; Expert; Expert System; Certainty Factor

Abstract

Changes in the learning environment can affect students' mental health so that students adapt forcefully. It is not only intelligence that determines success in learning, but peace of mind which also greatly influences the ability to use this intelligence. Mental health disorders or depression are more difficult to recognize and feel than physical health, resulting in a lack of awareness about mental health. An expert system is a branch of artificial intelligence that tries to imitate the reasoning process of an expert in solving problems. Where the expertise of this expert will make it easier for students to know the level of depression experienced and help find the right solution or treatment. Certainty Factor is one of the methods of an expert system that can see whether a fact is certain or uncertain and can provide accurate results obtained from the calculation of the weight of symptoms selected by experts and is able to provide answers to problems with uncertain results. Based on the results of the CF calculation, the highest value is in the type of major depression with a value of 0.721472 or 72.1472%. From the results obtained, the system identifies that the student has a type of severe depression. And the solution that can be done is to need special treatment for psychiatric problems.


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Article History
Submitted: 2022-08-25
Published: 2022-09-14
Abstract View: 109 times
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