Expert System to Diagnose Diabetes Using Web-Based Fuzzy Mamdani Method Expert System to Diagnose Diabetes Using Web-Based Fuzzy Mamdani Method
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Published:
May 31, 2020
Keywords:
Fuzzy Mamdani, MySQL, Diabetes, PHP, Expert System
Section
Computer Science
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Abstract
The aim of the system maker is to diagnose diabetes using a web-based fuzzy Mamdani method that is useful for detecting diabetes. Diabetes is also diabetes or diabetes. If the disease is not treated with proper treatment, it can cause various dangerous complications, and can even threaten the lives of sufferers. Implementation of an expert system to diagnose diabetes using web-based fuzzy mamdani aims to explore the symptoms displayed in the questions - questions in order to be able to diagnose various types of diabetes. This is from a research is a web-based expert system that can detect whether someone has diabetes what type. Based on testing the accuracy of the system, it can be concluded that with the fuzzy mamdani method is more accurate what type of diabetes. By using the PHP programming language with a MySQL database method the expert system used is fuzzy mamdani which is one part of the fuzzy inference system which is useful for drawing conclusions or the best decision in an uncertain problem, the Mamdani fuzzy concept is very flexible and has tolerance for inaccurate data based on language natural.
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How to Cite
Alfiandy, M., Wahyudin, I. and Winarsih, W. (2020) “Expert System to Diagnose Diabetes Using Web-Based Fuzzy Mamdani Method: Expert System to Diagnose Diabetes Using Web-Based Fuzzy Mamdani Method”, Jurnal Mantik, 4(1), pp. 684-690. Available at: https://www.iocscience.org/ejournal/index.php/mantik/article/view/836 (Accessed: 17July2026).
References
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Sibagariang, R., & Riandari, F. (2019). Decision Support System for Determining the Best Wood For the Production Cabinet Using Bayes Method. Jurnal Mantik, 3(3, Nov), 99-103. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/327
Pamungkas, A., & Riandari, F. (2019). Analysis of Disease in Plants Guava Demspter Shafer Method Using Web Based in the village of Paradise Sei Rampah. Jurnal Mantik, 3(3, Nov), 69-72. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/318
Ridandari, F., & Panjaitan, A. (2019). Expert System to Diagnose Extra Lung Tuberculosis Using Bayes Theorem. Jurnal Mantik, 3(3, Nov), 34-39. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/285
Situmorang, E., & Riandari, F. (2019). Decision Support System For Selection Of The Best Doctors In Sari Mutiara Hospital Using Fuzzy Tsukamoto Method. Jurnal Mantik, 3(3, Nov), 28-33. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/265
Anggraini, D., & Sihotang, H. (2019). Decision Support System For Choosing The Best Class Guardian With Simple Additive Weighting Method. Jurnal Mantik, 3(3, Nov), 1-9. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/278
Puspa, M., & Sihotang, H. (2019). Decision Support System For Supplementary Food Recipients (PMT) By Using The Simple Additive Weighting (SAW) Method. Jurnal Mantik, 3(3, Nov), 19-27. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/280
Purba, E., & Sihotang, H. (2019). Decision Support System For Prospective Recipients Of The Healthy Indonesia Card (Kis) In The Village Of Bah Sidua Dua With The Analytical Hierarchy Process (AHP) Method. Jurnal Mantik, 3(3, Nov), 82-90. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/320
Purba, R., & Sihotang, H. (2019). Decision Support Systems Recipient Program Keluarga Harapan (PKH) In Durian Kec.Pantai Labu Kab. Deli Serdang with the Simple Additive Weighting (SAW) Method. Jurnal Mantik, 3(3, Nov), 91-98. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/325
Devi, S., & Sihotang, H. (2019). Decision Support Systems Assessment of the best village in Perbaungan sub-district with the Simple Additive Weighting (SAW) Method. Jurnal Mantik, 3(3, Nov), 112-118. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/334
Nopriansya, N., & Sinaga, B. (2019). Gastric Disease Diagnosis Expert System With Bayes Method. Jurnal Mantik, 3(3, Nov), 46-53. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/314
Hawari, M. I., & Sinaga, B. (2019). Naïve Bayes Algorithm Implementation To Predict Gum Production at PT. Sri Rahayu Court. Jurnal Mantik, 3(3, Nov), 40-45.
Sihotang, J. (2019). IMPLEMENTATION OF GRAY LEVEL TRANSFORMATION METHOD FOR SHARPING 2D IMAGES. INFOKUM, 8(1, Desembe), 16-19.
Perwira, Y., & Apriani, W. (2019). IMPLEMENTATION OF FOURIER PHASE ONLY SYNTHETIS METHOD FOR 3D IMAGE PLANNING. INFOKUM, 8(1, Desembe), 20-24.
Manurung, J. (2019). APPLICATION OF FIFO ALGORITHM (FIRST IN FIRST OUT) TO SIMULATION QUEUE. INFOKUM, 7(2, Juni), 44-47.
Hasugian, P. S. (2018). THE DATA MINING OF CELL PHONE MOST INTERESTED USING APRIORIAL ALGORITHM. INFOKUM, 7(1, Desembe), 7-15
Sitio, A. S. (2018). TEXT MESSAGE COMPRESSION ANALYSIS USING THE LZ77 ALGORITHM. INFOKUM, 7(1, Desembe), 16-21
Sitohang, A. (2018). REDUCTION EYE RED DIGITAL IMAGE EFFECT WITH ALGORITHM INTENSITY COLOR CHECKING. INFOKUM, 7(1, Desembe), 22-27
R. Mahdalena Simanjorang. (2020). IMPLEMENTATION OF APRIORI ALGORITHM IN DETERMINING THE LEVEL OF PRINTING NEEDS. INFOKUM, 8(2, Juni), 43-48
Sihotang, J. (2020). ANALYSIS OF SERVICE SATISFACTION LEVEL USING ROUGH SET ALGORITHM. INFOKUM, 8(2, Juni), 55-56
[2] M. Y. T. Irsan, M. I. Kasau, and I. P. Simbolon, “Penggunaan Fuzzy Logic & Metode Mamdani untuk Menghitung Pembelian, Penjualan dan Persediaan,” JAAF (Journal Appl. Account. Financ., vol. 3, no. 1, p. 37, 2019, doi: 10.33021/jaaf.v3i1.677.
[3] R. Pears, G. Shields, R. Pears, and G. Shields, “How to cite,” Cite Them Right, vol. 8, no. 1, pp. 6–8, 2016, doi: 10.1007/978-1-137-58506-6_2.
[4] R. Setyaningsih, “Penggunaan Metode Fuzzy Mamdani Untuk Rancang Bangun Sistem Pemilihan Program Studi Pada Kampus Amik-Bsi Jakarta,” vol. 2, no. 2, pp. 15–21, 2017.
[5] S. Sitohang and R. Denson Napitupulu, “Fuzzy Logic Untuk Menentukan Penjualan Rumah Dengan Metode Mamdani (Studi Kasus: Pt Gracia Herald),” J. ISD, vol. 2, no. 2, pp. 2528–5114, 2017.
[6] Y. Owel, R. Manik, G. Ginting, and I. Pendahuluan, “DENGAN MENGGUNAKAN METODE FUZZY MAMDANI,” vol. 13, 2018.
Ndruru, T., & Riandari, F. (2019). Decision Support System Feasibility Lending At KSU Mitra Karya Cooperative Customer Unit XXVIII with Analytical Hierarchy Process Method. Jurnal Mantik, 3(3, Nov), 119-125. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/335
Sibagariang, R., & Riandari, F. (2019). Decision Support System for Determining the Best Wood For the Production Cabinet Using Bayes Method. Jurnal Mantik, 3(3, Nov), 99-103. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/327
Pamungkas, A., & Riandari, F. (2019). Analysis of Disease in Plants Guava Demspter Shafer Method Using Web Based in the village of Paradise Sei Rampah. Jurnal Mantik, 3(3, Nov), 69-72. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/318
Ridandari, F., & Panjaitan, A. (2019). Expert System to Diagnose Extra Lung Tuberculosis Using Bayes Theorem. Jurnal Mantik, 3(3, Nov), 34-39. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/285
Situmorang, E., & Riandari, F. (2019). Decision Support System For Selection Of The Best Doctors In Sari Mutiara Hospital Using Fuzzy Tsukamoto Method. Jurnal Mantik, 3(3, Nov), 28-33. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/265
Anggraini, D., & Sihotang, H. (2019). Decision Support System For Choosing The Best Class Guardian With Simple Additive Weighting Method. Jurnal Mantik, 3(3, Nov), 1-9. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/278
Puspa, M., & Sihotang, H. (2019). Decision Support System For Supplementary Food Recipients (PMT) By Using The Simple Additive Weighting (SAW) Method. Jurnal Mantik, 3(3, Nov), 19-27. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/280
Purba, E., & Sihotang, H. (2019). Decision Support System For Prospective Recipients Of The Healthy Indonesia Card (Kis) In The Village Of Bah Sidua Dua With The Analytical Hierarchy Process (AHP) Method. Jurnal Mantik, 3(3, Nov), 82-90. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/320
Purba, R., & Sihotang, H. (2019). Decision Support Systems Recipient Program Keluarga Harapan (PKH) In Durian Kec.Pantai Labu Kab. Deli Serdang with the Simple Additive Weighting (SAW) Method. Jurnal Mantik, 3(3, Nov), 91-98. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/325
Devi, S., & Sihotang, H. (2019). Decision Support Systems Assessment of the best village in Perbaungan sub-district with the Simple Additive Weighting (SAW) Method. Jurnal Mantik, 3(3, Nov), 112-118. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/334
Nopriansya, N., & Sinaga, B. (2019). Gastric Disease Diagnosis Expert System With Bayes Method. Jurnal Mantik, 3(3, Nov), 46-53. Retrieved from https://iocscience.org/ejournal/index.php/mantik/article/view/314
Hawari, M. I., & Sinaga, B. (2019). Naïve Bayes Algorithm Implementation To Predict Gum Production at PT. Sri Rahayu Court. Jurnal Mantik, 3(3, Nov), 40-45.
Sihotang, J. (2019). IMPLEMENTATION OF GRAY LEVEL TRANSFORMATION METHOD FOR SHARPING 2D IMAGES. INFOKUM, 8(1, Desembe), 16-19.
Perwira, Y., & Apriani, W. (2019). IMPLEMENTATION OF FOURIER PHASE ONLY SYNTHETIS METHOD FOR 3D IMAGE PLANNING. INFOKUM, 8(1, Desembe), 20-24.
Manurung, J. (2019). APPLICATION OF FIFO ALGORITHM (FIRST IN FIRST OUT) TO SIMULATION QUEUE. INFOKUM, 7(2, Juni), 44-47.
Hasugian, P. S. (2018). THE DATA MINING OF CELL PHONE MOST INTERESTED USING APRIORIAL ALGORITHM. INFOKUM, 7(1, Desembe), 7-15
Sitio, A. S. (2018). TEXT MESSAGE COMPRESSION ANALYSIS USING THE LZ77 ALGORITHM. INFOKUM, 7(1, Desembe), 16-21
Sitohang, A. (2018). REDUCTION EYE RED DIGITAL IMAGE EFFECT WITH ALGORITHM INTENSITY COLOR CHECKING. INFOKUM, 7(1, Desembe), 22-27
R. Mahdalena Simanjorang. (2020). IMPLEMENTATION OF APRIORI ALGORITHM IN DETERMINING THE LEVEL OF PRINTING NEEDS. INFOKUM, 8(2, Juni), 43-48
Sihotang, J. (2020). ANALYSIS OF SERVICE SATISFACTION LEVEL USING ROUGH SET ALGORITHM. INFOKUM, 8(2, Juni), 55-56