PEMANFAATAN METODE NAÏVE BAYES UNTUK DIAGNOSIS TINGKAT STRES PADA MAHASISWA TINGKAT AKHIR BERBASIS DOMAIN EXPERT

Yoshua Dimas Megantara, Latipah Latipah, Achmad Zakki Falani
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Abstract

Stress is something that everyone experiences in general, meaning that stress itself is a change in the body's response to threats and pressure. In dealing with stress, there are two reactions experienced by person, positive reactions and negative reactions. positive reactions can be in the form of better adaptability and increased levels of alertness and can spur these individuals to become more advanced in various matters and fields, besides the positive impact on some individuals stress can cause negative reactions which can be characterized by excessive worry, fear and feeling anxious. In living life as a student who hones knowledge in lectures according to the field taken, stress can hinder the lectures that are being undertaken, stress factors that are generally experienced by students such as bad association and relationships between fellow students or lecturers, lack of trust self, lack of support from family. Based on these problems, the authors feel the need for an expert system design to detect student stress levels with the Naive Bayes Method by taking the test location at Narotama University. The design of this expert system aims to allow students to independently diagnose the level of stress experienced. from this expert system design as much as 90% of students who do the testing get solutions from expert advice as outlined in the design of this application.
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采用基于专家域的高端学生应力水平的方法
压力是每个人都会经历的事情,这意味着压力本身是身体对威胁和压力的反应的变化。在处理压力时,人有两种反应,积极反应和消极反应。积极的反应可以以更好的适应能力和提高警觉性的形式出现,可以刺激这些人在各种事情和领域变得更先进,除了积极的影响,压力对一些人来说可以引起消极的反应,其特征是过度担心,恐惧和感到焦虑。在生活中,作为一个根据所学领域在讲座中学习知识的学生,压力会阻碍正在进行的讲座,学生通常会经历的压力因素,如同学或讲师之间的不良联系和关系,缺乏自我信任,缺乏家庭支持。基于这些问题,作者认为有必要设计一个专家系统,以Narotama大学的测试地点为例,用朴素贝叶斯方法检测学生的压力水平。该专家系统的设计旨在让学生能够独立诊断所经历的压力水平。从这个专家系统设计,多达90%的学生谁做测试得到解决方案,从专家的建议,概述了这个应用程序的设计。
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