scholarly journals An Expert System For Diagnosis Eye Diseases On Human Using Certainty Factor Method Based Web

SinkrOn ◽  
2020 ◽  
Vol 5 (1) ◽  
Author(s):  
Bayu Angga Wijaya ◽  
Juliansyah Putra Tanjung
Keyword(s):  
Expert System ◽  
Knowledge Society ◽  
Eye Diseases ◽  
Health It ◽  
Certainty Factor ◽  
Eye Health ◽  
A Value ◽  
The People ◽  
Degree Of Confidence ◽  
The Cost

The eye is the important senses. If the eye is disrupted and ignore it, it will disturb the sufferer. In fact, many people delay to checked eye diseases suffered, due to the lack of knowledge society, the cost is quite expensive and the imbalance between patients and doctors so that should be queued if  will check the eye health. It is necessary for the expert system that can diagnose eye diseases, so a layman can be checked their eye diseases suffered without having to go to the doctors. This expert system is based on web with the programming language PHP and MySQL database. In the process of withdrawal conclusion, system using the certainty factors methodthat use a value to assume degree of confidence from an experts to a data. Expert system provides results in the form of the possibility of illness suffered, the value of the percentage of beliefs from the illness and the treatment solution based on the value of confidencethat given. So it can help the people to know the eye disease their suffered and the action can be done faster

scholarly journals Application of Certainty Factor Method For Diagnosis Expert System Skin Diseases In Humans

2020 ◽  
Vol 2 (2) ◽  
pp. 191-194
Author(s):  
Selvia Katarina Waruwu ◽  
Agustina Simangunsong
Keyword(s):  
Expert System ◽  
Skin Diseases ◽  
Dental Health ◽  
Public Awareness ◽  
Oral Disease ◽  
Sources Of Information ◽  
Certainty Factor ◽  
The People ◽  
Thought Patterns ◽  
The Many

Dental disease is one of the many health problems Complained of by the people of Indonesia. Dental health is a reflection of human health. Lack of knowledge and limited sources of information on oral health have the caused public awareness to maintain oral and dental health is still low .. The development of one of the fields of information technology namely artificial intelligence has been Widely applied in various fields of life. In this study, the dental and oral disease expert system uses the Dempster Shafer method to control inferences that Contain thought patterns and reasoning mechanisms used by experts in solving problems.

scholarly journals Penerapan Metode Certainty Factor dalam Sistem Pakar Pendeteksi Resiko Osteoporosis dan Osteoarthritis

2016 ◽  
Vol 7 (2) ◽  
pp. 59-69
Author(s):  
Stephanie Halim ◽  
Seng Hansun
Keyword(s):  
Expert System ◽  
Certainty Factor ◽  
Factor Method ◽  
A Value ◽  
Index Terms ◽  
Event Based ◽  
Wrong Action

Osteoporosis    is    commonly    referred    to “thinning” and osteoarthritis referred to “calcification”, but people giving wrong action treatment of these two diseases. Therefore, the aim of this study is to develop an android-based application to identify the risk of osteoporosis and osteoarthritis. To identify that risk was processed using certainty factor method. Certainty factor method related about event based on facts, which the source of those facts are from expert and assumed with a value, called certainty factor. From the testing result, the accuracy of this expert system is about 80%. Index Terms - Certainty factor, disease diagnose, expert system, osteoarthritis, osteoporosis

scholarly journals Implementasi Metode Forward Chaining, Certainty Factor dan Dempster Shafer pada Sistem Pakar Diagnosis Penyakit Gigi dan Mulut

2021 ◽  
Vol 5 (2) ◽  
pp. 92-102
Author(s):  
Siti Nurajizah ◽  
Ita Yulianti ◽  
Elin Panca Saputra ◽  
Rani Kurnia Dewi
Keyword(s):  
Information System ◽  
Expert System ◽  
Public Awareness ◽  
Oral Disease ◽  
Oral Diseases ◽  
Certainty Factor ◽  
Insufficient Information ◽  
Forward Chaining ◽  
The People ◽  
The Impact

Dental and oral disease is one of the diseases that has been felt by most of the people. Insufficient information and the limited level of public awareness of the prevention of dental and oral diseases make the impact quite dangerous if not handled properly. An appropriate information system is needed in overcoming and providing solutions for handling a disease as early as possible. Expert systems can be used as a means of information on the treatment of dental and oral diseases. The manufacture of the expert system in this study initially used the forward chaining method, which is a method that searches based on information that is made into a set of rules so as to get a conclusion. However, after re-analysis, two other methods, namely certainty factor and dempster shafer, were also applied in this study with the aim of overcoming the shortcomings of the forward chaining method, one of which is uncertainty in producing a conclusion or diagnosis of disease. Determining the type of dental and oral disease can be known by looking at the symptoms experienced by the patient. The use of an expert system for diagnosing dental and oral diseases can be used as an initial solution in helping someone to treat the disease. The existence of this expert system can be used as consideration in making decisions to determine the type of dental and oral disease quickly, precisely and accurately.

scholarly journals Evaluation of Land Subsidence Impact at Lowland Areas Using Analitycal Hierarchy Process (AHP) Method

2018 ◽  
Vol 68 ◽  
pp. 04017 ◽  
Author(s):  
Andriani ◽  
Eddy Ibrahim ◽  
Dinar Dwi Anugerah Putranto ◽  
Azhar Kholiq Affandi
Keyword(s):  
Land Subsidence ◽  
Social Aspects ◽  
Ahp Method ◽  
A Value ◽  
The People ◽  
Indirect Impact ◽  
Tidal Area ◽  
The Cost ◽  
The Impact ◽  
Hierarchy Process

Land subsidence is a problem that often occurs in lowland areas. The impact of land subsidence causes losses in the economic, physical, ecological and social aspects. The impact of land subsidence could be felt directly and indirectly by the people, so an evaluation of the most frequent (dominant) impacts needs to be done. One method that could be use for assesment using AHP, using pairwise comparisons can be obtained the most frequent (dominant) land subsidence impact. From the results of the study indicate that the direct impact due to land subsidence (weight 0.608)) is more dominant than the indirect impact (0.392). Based on the value of each parameter, three dominant land subsidence impacts are infrastructure damage with a value of 0.387, an increase in the cost of infrastructure construction and maintenance with a value of 0.193 and a flood of 0.129. The results of observations and ground checking at the Tanjung Api-Api area, there was damage to several floors of residents' homes, damage to road and tilt of trees which were damaged in the economic field was the most dominant impact. While floods and seawater intrusion are not dominant in this area because the area is located in the tidal area.

AYURVEDA FOR OPHTHALMIC DISORDERS: A REVIEW

2021 ◽  
Vol 12 (4) ◽  
pp. 117-119
Author(s):  
Nijil A V ◽  
Pradeep K Kumar
Keyword(s):  
Computer Vision ◽  
Diabetic Retinopathy ◽  
Lifestyle Changes ◽  
Eye Diseases ◽  
Hypertensive Retinopathy ◽  
Eye Health ◽  
The People ◽  
Age Related ◽  
Computer Vision Syndrome ◽  
Healthy Eyes

Ayurveda is the science of life which describes both promotive aspects of eye health as well as the prevention of disease. ‘Sarvendriyanam Nayanam Pradhanam’ as because of eye has got the prime importance among Indriyas, prevention is important in case of eye diseases. Due to the changing lifestyle most of the people pay attention to their eyes only if they got any eye disorder. Hours of reading, writing, watching screen, using mobile phone, working on computer may affect the healthy eyes. Diseases like dry eye, computer vision syndrome, Age related macular degenerations (ARMD), cataract, diabetic retinopathy, hypertensive retinopathy may occur due to these lifestyle changes. Ayurvedic science has got several preventive and curative measures for eye diseases. Ahara and Vihara play a central role in preventing eye diseases. So daily regimens like Padabhyanga, Netra Prakshalana, Snana, Nasya, Anjana and Pathya Aharas along with Netra Vyayamas Yogasanas are the key for maintaining health of eyes. Review of these measures mentioned in ayurvedic classics for maintenance of eye health are explored in this article. Protection of eye is not only a necessity but also a responsibility of every individual.

scholarly journals Expert System Diagnoses Damage to Injection Motorcycles with the Certainty Factor Method

2020 ◽  
Vol 2 (1) ◽  
pp. 124-128
Author(s):  
Feryanto Ginting ◽  
Penda Sudarto Hasugian
Keyword(s):  
Expert System ◽  
Computer Program ◽  
Certainty Factor ◽  
Gas Engine ◽  
Factor Method ◽  
A Value ◽  
Spark Plug ◽  
Injection Technology ◽  
A Performance

Motorcycles are the main means of transportation that is widely used to support the activities of their societies. Prior to the development of technology, motorcycles still use carburetors. But motorcycles are still using carburetor system is still quite wasteful. With the development of technology, there is now applying the Yamaha brand motorcycles capable of supplying petrol injection engine needs. Motorcycles injection technology is much more efficient compared to motorcycle carburetor technology, in addition to economical motorcycle of this type has a performance engine and a reliable power. But frequent obstacles that cause damage to the injection Yamaha motorcycle, disrupting users.An expert system is a system that adopts the expertise of an expert an expert in a particular field into the system or a computer program is presented with a display that can be used by a user who is not an expert so that system users can make a decision or set policy like an expert in finishing problem. Certainty factor method used to obtain the value of the certainty of damage from an expert motorcycle injection, so that the user also gets the value of the damage certainty selected symptoms of the experience of experts. The results of diagnostics in expert system that has been made that if the user mencheklis symptoms such as clogged when rotated gas engine, electric distater difficult / lift, lights up when the engine is difficult to use the kick starter, often emit exhaust sound of an explosion, it can be concluded from the analysis that the damage found on the spark plug with a value of MB = 0.99, MD = 0:22 and Certainty Factor value of 76.66%. The diagnosis ever made by a visitor or mechanical accessible again by entering an email to the database.

An IoT Expert System Shell in Block-Chain Technology with ELM as Inference Engine

2019 ◽  
Vol 18 (01) ◽  
pp. 87-104 ◽  
Author(s):  
Ricardo Carreño ◽  
Verónica Aguilar ◽  
Daniel Pacheco ◽  
Marco Antonio Acevedo ◽  
Wen Yu ◽  
...  
Keyword(s):  
Expert System ◽  
Knowledge Society ◽  
Inference Engine ◽  
Fast Learning ◽  
Expert System Shell ◽  
A Value ◽  
Smart Contract ◽  
Additional Costs ◽  
Learning Machine ◽  
Standard Designs

Knowledge society blockchain is one of the most powerful and recent tools to make the internet environment safer and reliable. Manufacturing has traditionally been dominated by standard designs that are mass-produced, due to the fact, that custom production causes additional costs that make it less affordable than mass production. This paper proposes to develop a designer expert system for IoT installation layout designs, using blockchain distributed system based on a machine learning, with users entering data to the expert system by a smart bot software. This expert system will work using extreme learning machine as inference engine; therefore, this is a shell to develop any expert system with fast learning. The whole system is represented by a smart contract with a value linked to the value of the expert system, the more this expert system be quoted on the web, the more the shares of the smart contract will cost.

scholarly journals Perancangan Aplikasi Sistem Pakar Diagnosa Awal Kanker Reproduksi Wanita Dengan Metode Certainty Factor

2018 ◽  
Vol 2 (3) ◽  
Author(s):  
Sukmawati Anggraeni Putri ◽  
Elin Panca Saputra
Keyword(s):  
Cervical Cancer ◽  
Expert System ◽  
Information Age ◽  
Reproductive Organs ◽  
Ovarian Cysts ◽  
Cancer Cervix ◽  
Certainty Factor ◽  
Trust Value ◽  
The People ◽  
Female Reproductive Organs

Until now, cancer is one that suffered by the people of Indonesia, especially in cervical cancer (cervix) suffered by Indonesian women. Not only cervical cancer suffered by Indonesian women, but also other diseases that attack the female reproductive organs. Such diseases, cervical cancer, ovarian cancer, endometrial cancer, vaginal cancer, ovarian cysts and myomas. To prevent the number of deaths of patients, of course the initial diagnosis as one of the solutions. As used in this study in development an early diagnosis system of female reproductive cancer. This expert system adds value to the technology to assist in the handling of an increasingly sophisticated information age. This Expert System Application generates an Update that enables patients who suffer from symptoms that are felt by the patient. This system is also a result of the necessity of women suffering from cancer experienced by patients. The amount of trust value is the result of calculation using Certainty Factor method.

scholarly journals SISTEM PAKAR UNTUK MENGIDENTIFIKASI PENYAKIT MATA DENGAN METODE CERTAINTY FACTOR

Kilat ◽  
2019 ◽  
Vol 8 (1) ◽  
Author(s):  
Eka Putra ◽  
Budi Prayitno ◽  
Yessy Asri ◽  
Andi Dahroni
Keyword(s):  
Expert System ◽  
Expert Systems ◽  
Rare Disease ◽  
Inference Engine ◽  
Eye Diseases ◽  
Eye Disease ◽  
Certainty Factor ◽  
Ministry Of Health ◽  
Web Based ◽  
Computer Based

Eye disease today is no longer a rare disease suffered by humans. Many symptoms encountered makes people become confused if the types of eye diseases from which they suffer. Type of eye disease that often affects people of Indonesia according to the Ministry of Health is conjunctivitis, Pterygium, Cataract and Glaucoma. It's no secret if in a meeting with the ophthalmologist will cost not less. Expert systems are computer-based systems that use knowledge, facts and reasoning techniques in solving problems that normally can only be solved by an expert in the field. Forward chaining inference engine used in this study to chronicling the symptoms are inconclusive, then the certainty factor method so that we can determine what percentage of the disease in the suffering of patients through the results of the count in the method. Application web-based expert system created to provide information to people with eye disease illness is entered in accordance with the symptoms.

scholarly journals PERANCANGAN SISTEM PAKAR UNTUK MENDIAGNOSA PENYAKIT MATA MERAH VISUS TURUN DENGAN METODE CERTAINTY FACTOR

2019 ◽  
Vol 5 (3) ◽  
Author(s):  
Ni Kadek Ariasih ◽  
. Hardiyusa
Keyword(s):  
Visual Acuity ◽  
Expert System ◽  
Expert Systems ◽  
Eye Diseases ◽  
Eye Disease ◽  
Certainty Factor ◽  
Red Eye ◽  
History Of ◽  
Red Eyes

ABSTRACT<br />Many eye diseases experienced by some people, the types and symptoms also vary. Based on the history of eye disease there are four groups of red eyes, one of which is a visual acuity used in the study because of the large number of types of visual eye disease. So for the application of the expert system the scope of the diagnosis of visual red eyes dropped only on several types of eye diseases that are used namely: maendoftalmitis, panoftalmitis, and uveitis. The use of certainty factor is very suitable for expert systems that diagnose something that is uncertain so that it can avoid the diagnosis of visual eye disease in this study.<br />Keywords: Certainty Factor, Expert System, Eye Diseases, Red Eye Down Visus<br />ABSTRAK<br />Penyakit mata banyak di alami oleh sebagian orang, jenis dan gejalanya pun beragam. Berdasarkan anamnesis penyakit mata ada empat kelompok mata merah, yang salah satunya merupakan visus turun yang digunakan pada penelitian karena mengingat begitu banyaknya jenis penyakit mata merah visus tersebut. Maka untuk penerapan sistem pakar ruang lingkup diagnosa mata merah visus turun hanya pada beberapa jenis penyakit mata yang digunakan yaitu : maendoftalmitis, panoftalmitis,dan uveitis. Penggunaan certainty factor sangat cocok untuk sistem pakar yang mendiagnosa sesuatu yang belum pasti sehingga dapat menghindari kesalahan diagnose penyakit mata merah visus turun pada penelitian ini.<br />Kata Kunci : Certainty Facktor, Sistem Pakar, Diagnosa Penyakit Mata, Mata Merah Visus Turun

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