利用确定性因子开发基于 Android 的牙龈炎诊断智能系统

Ryan Rinaldi Hadistio, Windi Saputri Simamora, Abdul Muis
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引用次数: 0

摘要

牙龈炎是一种牙龈疾病,会引起出血、肿胀、发红、分泌物、正常轮廓改变,虽然卫生部门对此非常重视,但有时一些患者却认为这是正常现象。这项研究旨在教育公众了解自己身体状况的重要性,尤其是最脆弱的牙齿。由于没有时间咨询专家,导致这种疾病被忽视。因此,有必要开发一个专家系统形式的咨询应用程序。所建立的系统采用确定因素法。确定性因子的工作原理是读取专家提交的全部数据,并以病人患牙龈炎的可信度百分比给出结果。该系统使用的专家是牙科专家。从直接专家和咨询中获得的数据以牙龈炎患者信任度百分比的形式产生了新的知识。收集的数据是症状和专家提供的解决方案。这项研究为牙龈炎患者提供了一种新的服务,无需直接去看专家。根据提供给患者的检测数据,并根据患者当时的病情,该系统的检测结果置信度达到了 98.74%。因此,咨询结果是以疾病信息和所需解决方案的形式获得的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of Android-Based Smart System for Gingivitis Diagnosis Using Certainty Factor
Gingivitis is a gum disease that causes bleeding, swelling, redness, discharge, changes in normal contours, and although health authorities take this seriously, sometimes some patients consider it normal. This study aims to educate the public about the importance of understanding the condition of their bodies, especially the most vulnerable teeth. Lack of time to consult an expert leads to this disease being neglected. Therefore, it is necessary to develop a consultation application in the form of an expert system. The built system adopts the deterministic factor method. The certainty factor works by reading the entire data submitted by the expert and giving the result as a percentage of confidence that the patient has gingivitis. The experts used in this system are dental experts. Data obtained from direct experts and consultations resulted in new knowledge in the form of the percentage of trust patients suffering from gingivitis. The data collected are symptoms and solutions obtained from experts. This research provides a new service for patients suffering from gingivitis without the need to see a specialist directly. Based on the testing data provided to the patient and based on the patient's condition at that time, the test results of the system reached a confidence level of 98.74%. So that the results of consultation are obtained in the form of information about the disease and the solutions needed.
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