Rancangan Aplikasi Sistem Pakar Diagnosa Penyakit Mononukleosis Dengan Metode Naive Bayes

Abstract

Health is one of the important factors for carrying out daily activities. However, some people do not care about the health of their bodies so that in the end many diseases that are diagnosed late cause the condition at a serious stage. One of the diseases in question is mononucleosis. In general, if the community is exposed to symptoms of mononucleosis, they will go to the nearest hospital or health center to do the examination. But on the other hand they have to sacrifice enough time for that. For this reason, it is necessary to make an application for a disease diagnosis expert system for the community as a means of overcoming these problems. With this design, an expert system of mononucleosis is produced, where this system uses the naive bayes method and the doctor's knowledge into the system. This expert system will produce output / output in the form of the diagnosis of mononucleosis

Sistem Pakar Akurasi dalam Mengidentifikasi Penyakit Gingivitis pada Gigi Manusia dengan Metode Naive Bayes

“…Sistem Pakar (SP) merupakan salah satu bagian dari kecerdasan buatan [9]. Suatu sistem disebut cerdas jika dapat memecahkan masalah secara mandiri dan efisien.…”

“…Itu dapat menghasilkan keluaran melalui metode probabilistik [25]. MNB memprediksi peluang di masa depan berdasarkan pengalaman di masa sebelumnya yang dikemukakan oleh ilmuwan inggris yang bernama Thomas Bayes [9]. Keuntungan penggunaan MNB adalah metode ini hanya membutuhkan jumlah data pelatihan yang kecil untuk menentukan estimasi paremeter yang diperlukan dalam proses pengklasifikasian [14].…”

Expert System Diagnosing Anxiety Disorder Using Based Naïve Bayes Method

“…The fourth stage at this stage is to carry out a test action on the data to be processed using the Naïve Bayes method that has been implemented. The Naïve Bayes method is a clarification with the probability and statistical methods proposed by the British scientist Thomas Bayes, which predicts future opportunities based on previous experiences [1].…”

“…The Naïve Bayes method is a clarification of the probability and statistical methods proposed by the British scientist Thomas Bayes, where this method is based on previous experience, namely estimating future possibilities. The Naive Bayes method is also considered to have good potential in clarifying documents compared to other clarification methods in terms of accuracy and computational efficiency [1].…”

Rancang Bangun Sistem Pakar Penentuan Diet Sehat Berdasarkan Tipe Genotipe Menggunakan Teorema Bayes

“…Pada penelitian menjelaskan bahwa aplikasi sistem pakar dapat digunakan orang awam dalam menyelesaikan masalah yang cukup rumit yang sebenarnya hanya dapat diselesaikan dengan bantuan para ahli. Didalam aplikasi tersebut diperlukan adanya metode yang dapat melakukan diagnosa penyakit batu ginjal tersebut dan mengambil suatu keputusan dari pengetahuan awal yg diperlukan [2]. Penelitian berikutnya adalah Sistem Pakar Diagnosa Penyakit Sapi Potong Dengan Metode Naive Bayes.…”