青少年抑郁检测专家系统

Bintang Raharja, Elfajar Bintang Samudera, Ferry Lay, S. Hansun
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引用次数: 0

摘要

抑郁症(重度抑郁障碍)是一种常见的严重内科疾病,会对人的感觉、思维和行为产生负面影响。幸运的是,它是可以治疗的。抑郁症会导致悲伤和/或对曾经喜欢的活动失去兴趣。它会导致各种情绪和身体问题,并降低一个人在工作和家庭中发挥作用的能力。青少年经常会患上这种疾病,因为他们的情绪还不稳定。他们也没有太多机会向心理学家和医生咨询。通过这项研究,我们创建了一个专家系统,其中包含与抑郁症相关的专家知识,以便青少年在需要时进行自我测试。该专家系统的知识推理引擎采用了确定性因子法。我们对该系统进行了反复测试,结果与领域专家的测试结果相似。我们希望该系统能发现青少年抑郁症的早期症状,并将其可能造成的负面影响降至最低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Expert system for depression detection in teenagers
Depression (major depressive disorder) is a common and serious medical illness that negatively affects how you feel, think, and act. Fortunately, it is treatable. Depression causes sadness and/or a loss of interest in activities once enjoyed. It can lead to various emotional and physical problems and decrease a person’s ability to function at work and home. Teenagers often experience this disorder because their emotions are still unstable. They also don’t have many chances to consult with a psychologist and doctor. Through this research, an expert system was created that implements knowledge from experts related to depression so that teenagers can do a self-test when needed. The expert system was developed using the Certainty Factor method for the knowledge inference engine. The system was tested iteratively and could achieve similar results with a domain expert. We hope that the system can detect early symptoms of depression among teenagers and minimize the negative impact it may cause.
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