An Expert System for Diagnosis of Rheumatic Disease Types Using Forward Chaining Inference and Certainty Factor Method

Hairani, Hairani; Abdillah, Mokhammad Nurkholis; Innuddin, Muhammad

doi:10.1109/siet48054.2019.8986035

Cited by 14 publications

(11 citation statements)

References 6 publications

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“…Beberapa penyakit rematik yang didiagnosa yaitu Rheumatoid Arthritis , Gout Arthritis, dan Osteoarthritis. Hasil pengujian tingkat akurasi diagnosa dari sistem pakar ini adalah sebesar 80% [6].…”

Section: Pendahuluanunclassified

Perancangan Sistem Pakar Diagnosa Penyakit Otitis Menggunakan Metode Forward Chaining Dan Certainty Factor

Jufri

Caniago²

2022

JTEKSIS

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The ear is the five senses and is the external organ that most often interacts with external objects, the most common disturbance in the ear organs is an infection in the ear called otitis, otitis is an inflammation that causes an infection in the ear. Otitis itself has many types such as external, media, internal and others. with research using an Expert System, utilizing the Forward Chaining and Certainty Factor methods, it is hoped that it can help patients to be able to consult the system, as appropriate to consult an ENT-KL specialist, with an accuracy of up to 94%.

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Section: Pendahuluanunclassified

Perancangan Sistem Pakar Diagnosa Penyakit Otitis Menggunakan Metode Forward Chaining Dan Certainty Factor

Jufri

Caniago²

2022

JTEKSIS

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“…Heuristik ini sering diperoleh dari domain manusia ahli, kemudian disusun dan dimasukkan oleh insinyur pengetahuan melalui antarmuka sistem [5]. Metode penalaran yang dimulai dengan fakta dan bekerja untuk menguji kebenaran hipotesis, langkahlangkah yang termasuk mengembangkan Sistem Pakar terdiri dari identifikasi masalah yang bertujuan untuk menganalisis domain masalah dan kebutuhan fungsional [6].…”

Section: Pendahuluanunclassified

Metode Forward Chaining dalam Menganalisis Penyakit Kucing Akibat Infeksi Virus

2021

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Cats are pets that are very popular today, their cute behavior and cute body shapes make people from all walks of life love them. We, especially those who like and keep cats, must pay attention to the cat's health condition, because it is possible that viral infections suffered by the cat can be contagious. At this time, the public does not have enough knowledge about education about cat diseases due to viral infections, resulting in cats being often late in getting treatment. This study aims to analyze cat diseases due to viral infections using the Forward Chaining method based on symptoms and to design an Expert System to measure the accuracy of analyzing cat diseases due to viral infections. The data needed in this study are cat data, symptom data and solution or treatment data needed to make decisions that are sourced from veterinarians from Paw's Vet Padang. Sourced form data analysis provided by the expert, the expert has a decision-making mode, which is to collect facts first to reach a conclusion or decision, so the Forward Chaining method can be used to conduct this research. The stages of data processing include preparing input data, expert decision tables, determining rules, conducting tracking processes, making decision trees and tracking results. The results obtained are successful in analyzing the symptoms and can determine diseases related to viral infectious diseases in cats so that solutions and initial steps can be determined for handling them. The results of trials conducted by comparing the data with the system that has been designed have a very good level of accuracy.

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“…Sistem pakar adalah sebuah sistem yang berusaha mengadopsi atau meniru pengetahuan seorang pakar ke dalam komputer, agar komputer dapat menyelesaikan permasalahan layaknya seorang pakar atau ahli [1]. Sistem pakar sendiri memiliki banyak metode dalam menyelesaikan permasalahan tertentu seperti diagnosis jenis rematik berbasis metode forward chaining [2], certainty factor [3], penyakit THT menggunakan certainty factor [4], dan diagnosis penyakit skizofrenia dengan dempster shafer [5].…”

Section: Pendahuluanunclassified

Implementasi Metode Certainty Factor pada Sistem Pakar Bimbingan Konseling Siswa Bermasalah

Hadi¹,

Susilowati²,

Hairani³

et al. 2021

BITe

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The main thing in the development of education is the quality of education. One of the determinants of the quality of education is counseling guidance. The problem so far is that most students who have problems feel embarrassed in doing counseling directly to the BK teacher and usually consult with their friends so that they cannot solve the problems they face. This makes it difficult for BK teachers to deal with student problems, so we need a system that can help and solve problems experienced by students. The purpose of this study is to design an expert system that overcomes the problems suffered by students using the certainty factor method that can provide solutions based on the types of problems suffered by the students. The expert system development methodology in this study uses the waterfall methodology which consists of needs analysis, design, coding, and testing. The result of this research is in the form of an expert system application for counseling problem students who apply a web-based certainty factor method that can make it easier for students to find out the types of problems they face based on the problems symptoms entered. This study concludes that the expert system application that was built has a good level of convenience based on the results of usability testing using the SUS (System Usability Scale) method of 76.5%.

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An Expert System for Diagnosis of Rheumatic Disease Types Using Forward Chaining Inference and Certainty Factor Method

Cited by 14 publications

References 6 publications

Perancangan Sistem Pakar Diagnosa Penyakit Otitis Menggunakan Metode Forward Chaining Dan Certainty Factor

Perancangan Sistem Pakar Diagnosa Penyakit Otitis Menggunakan Metode Forward Chaining Dan Certainty Factor

Metode Forward Chaining dalam Menganalisis Penyakit Kucing Akibat Infeksi Virus

Implementasi Metode Certainty Factor pada Sistem Pakar Bimbingan Konseling Siswa Bermasalah

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