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Behavioral Disorder Test to Identify Attention-Deficit/Hyperactivity Disorder in Children Using Case-Based Reasoning and Certainty Factor Method | IEEE Conference Publication | IEEE Xplore

Behavioral Disorder Test to Identify Attention-Deficit/Hyperactivity Disorder in Children Using Case-Based Reasoning and Certainty Factor Method


Abstract:

ADHD (Attention-Deficit/Hyperactive Disorder) is one of the behavioral disorders experienced by children. This disorder causes a person to have difficulty concentrating a...Show More

Abstract:

ADHD (Attention-Deficit/Hyperactive Disorder) is one of the behavioral disorders experienced by children. This disorder causes a person to have difficulty concentrating and behave excessively. Referring to the Diagnostic and Statistical Manual of Mental Disorders (DSM-5), there are 3 types of ADHD: inattentive, hyperactive impulsivity, and combination. The symptoms of ADHD appear before 12 years of age and last at least 6 months. Therefore, the role of parents is crucial to find out the presence of ADHD in children. The role of parents is significant in determining the presence of ADHD in children because 83.5% of children have a history of undiagnosed ADHD. This can have a bad impact in the future and cause symptoms that get worse over time. This paper proposes a screening tool for the early identification of ADHD in children using artificial intelligence. Using the Case-Based Reasoning (CBR) and certainty factor method can help identify the type of ADHD based on the symptoms experienced. Moreover, in decision making, the CBR method looks for similarities to previous cases where there are many case data so that the level of similarity is high. In addition, the certainty factor can strengthen confidence and certainty so that the results are accurate. Referring to the system created and the results of the tests that have been carried out, the accuracy value is 100%
Date of Conference: 26-27 August 2021
Date Added to IEEE Xplore: 05 October 2021
ISBN Information:
Conference Location: Bangkok, Thailand

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