Expert System Detecting Automated Teller Machine (Atm) Damages At Indonesian Sharia Bank Using Naïve Bayes Method
Main Article Content
Abstract
Automatic Teller Machine or better known as ATM is a tool used in the banking world for cash withdrawal transactions, cash deposits, balance check transfers and for various types of bill payments made to serve customers who can operate 24 hours a day without the service of a person. teller. However, Automatic Teller Machine (ATM) is very susceptible to damage and it takes a long time to find out the damage. Naïve Bayes is a method for generating parameter estimates by combining various available information from samples and other information that has been previously available and has a high success rate of calculation by taking a statistical approach to inference and induction on classification problems which uses conditional probability as the basis. Based on the results of the application of the expert system algorithm, the Naive Bayes Method is suitable for designing a damage detection system for ATM machines, the system built can help Indonesian Sharia Banks in Diagnosing ATM machine damage using the Naïve Bayes Method.
Downloads
Download data is not yet available.
Article Details
How to Cite
Aziz, A., Imam Saputra and Dito Putro Utomo (2022) “Expert System Detecting Automated Teller Machine (Atm) Damages At Indonesian Sharia Bank Using Naïve Bayes Method”, Jurnal Mantik, 6(3), pp. 2721-2726. doi: 10.35335/mantik.v6i3.2936.
References
1] N. Fitri, F. Economics, US West, ST Majene, S. West, and I. Banking, “UTILIZATION OF INTERNET BANKING AND AUTOMATIC TELLER MACHINE RELATED TO INCREASING BUSINESS BY MSME PLAYERS," pp. 469–475, 2019.
[2] F. Rahmi Ras, H. Nelly Astuti, and B. Efori, “Expert System Design Diagnosis of Renal Tubular Acidosis Using Certainty . Method Factor With Forward Chaining Tracking,” Media Inform. buddharma, vol. 1, no. 1, pp. 13–16, 2017.
[3] AD Limantara, S. Winarto, and SW Mudjanarko, “Election Expert System Flexible Pavement Improvement Model based on Pavement Condition Index (Pci)," Semin. Nas. and Technol. Fac. Tech. Muhammadiyah University Surakarta, no. November, pp.1–2,
[4] HT SIHOTANG, E. Panggabean, and H. Zebua, “Expert System Diagnosing Herpes Zoster Disease Using Naive Bayes Method,” vol. 3, no. 1, 2019, doi:10.31227/osf.io/rjqgz.
[5] HT Sihotang, “Design of an Expert System for Diagnosing Diabetes By the Bayes Method,” J. Manik Penusa, vol. 1, no. 1, pp. 36–41, 2017
[6] R. Miranda, NA Hasibuan, Pristiwanto, and Mesran, "Expert System Diagnosing White Root Fungus (Riqidoporus Lignosus) on Rubber Plants (Havea Brasiliensis) Using Certainty Factor Method," J. Ris.Computing., vol. 3, no. 6, pp. 124–127, 2016.
[7] PS Ramadhan, “Expert System for Diagnosing Immune Dermatitis Using Bayes Theorem,” InfoTekJar (Jurnal Nas. Inform.and Technol. Network), vol. 3, no. 1, pp. 43–48, 2018, doi:10.30743/infotekjar.v3i1.643.
[8] N. Aini, R. Ramadiani, and HR Hatta, “Expert System for Diagnosing Tuberculosis Disease,” Inform. Mulawarman J. Ilm. Computing Science., vol. 12, no. 1, p. 56, 2017, doi:10.30872/jim.v12i1.224.
[9] PS Ramadhan, “E-Pediatric System for Diagnosing Dermatitis Eflorsen Using Bayes Theorem,” J. Sebatik, vol. 23, no. 1, pp. 242–247, 2019.
[10] AA et al. Muslim, “Expert System for Diagnosing Chili Pests and Diseases Based on Bayes Theorem,” Jutisi, vol. 4, no. 3, pp. 867–876, 2015.
[11] A. Ayu, Y. Saputra, and A. Rahman, “Application of AlgorithmsA Star in Searching for the Nearest ATM Machine in Palembang Based on Android,” Ijccs, vol. x, no. x, pp. 1–5, 2018.
[12] DC Syamsir and E. Sarvia, “Design of an ATM Machine and ATM Room Based on Ergonomics (Case Study on ATM 'Bank A' Setrasari, Bandung) The Design of ATM Machine and ATM Room Based on Ergonomics (Case Study on 'Bank A' ATM Setrasari, Bandung),” J. Integr.Syst., vol. 1, no. 1, pp. 34–51, 2018.
[13] Nasril and Adri Yanto Saputra, “Design and build an online exam information system,” J. Lentera Ict, vol. 3, no. 1, pp. 47–53, 2016, [Online]. Available: https://plj.ac.id/ojs/index.php/jrict/article/viewFile/24/14.
[14] M. Syarif and W. Nugraha, "Modeling the UML Diagram of the Cash Payment System in E-Commerce Transactions," J. Tek.information. Captain, vol. 4, no. 1, pp.64–70, 2020, [On line]. Available: http://jurnal.kaputama.ac.id/index.php/JTIK/article/view/240.
[15] MA-G. Rajmah, M. Adrian, and MB Sanjaya, “Application Alchemist Using Augmented Reality Based Android for High School Chemistry Learning Application Alchemist Using Augmented Reality Based Android for,” e-Proceeding Appl. Sci., vol. 3, no. 3, pp. 1448–1460, 2017.
[16] M. Firdaus and H. Wahyu Nugroho, “Design and Build an Android-Based Children's Brain Training Educational Game Using the Construct 2 Application,” Convergence, vol. 11, no. 02, pp. 1–10, 2016, doi:10.30996/konv.v12i01.859.
[17] S. Ahdan, HS Latih, and S. Ramadona, “Mobile Application for Motorcycle Credit Calculation Simulation at PT Tunas Motor Pratama,” J. Tekno Kompak, vol. 12, no. 1, p. 29, 2018, doi:10.33365/jtk.v12i1.88.
[18] S. Syamsiah, "Designing Flowcharts and Pseudocode Learning to Recognize Numbers with Animations for Rambutan PAUD Children," STRING (Writing Unit of Ris. and Inov.Teknol., vol. 4, no. 1, p. 86, 2019, doi:10.30998/string.v4i1.3623.
[19] Y. Tarigan, J. Napitupulu, and RJ Simamora, “Journal of Information Management & Computerized Accounting,” vol. 2, no. 2, pp. 148–151, 2018.
20] N. Rubiati, “Fitness Service Information Application at Golden Fitness Center Dumai Using Php Programming Language,” INFORM a ICT a, vol. 10, no. 1, p. 1, 2018, doi:10.36723/juri.v10i1.53.
[21] M. Suhartanto, "Creating a Website for State Junior High School 3" Delanggu Using Php And Mysql,” J. Speed, vol. 4, no. 1, pp. 1–8, 2018, [On line]. Available: http://speed.web.id/ejournal/index.php/Speed/article/view/226.
[22] M. Muslihudin and A. Larasati, “Designing a New Student Admission Application System at Stmik Pringsewu Using Php and Mysql,” J. TAM, vol. 3, pp. 32–39, 2016.
[2] F. Rahmi Ras, H. Nelly Astuti, and B. Efori, “Expert System Design Diagnosis of Renal Tubular Acidosis Using Certainty . Method Factor With Forward Chaining Tracking,” Media Inform. buddharma, vol. 1, no. 1, pp. 13–16, 2017.
[3] AD Limantara, S. Winarto, and SW Mudjanarko, “Election Expert System Flexible Pavement Improvement Model based on Pavement Condition Index (Pci)," Semin. Nas. and Technol. Fac. Tech. Muhammadiyah University Surakarta, no. November, pp.1–2,
[4] HT SIHOTANG, E. Panggabean, and H. Zebua, “Expert System Diagnosing Herpes Zoster Disease Using Naive Bayes Method,” vol. 3, no. 1, 2019, doi:10.31227/osf.io/rjqgz.
[5] HT Sihotang, “Design of an Expert System for Diagnosing Diabetes By the Bayes Method,” J. Manik Penusa, vol. 1, no. 1, pp. 36–41, 2017
[6] R. Miranda, NA Hasibuan, Pristiwanto, and Mesran, "Expert System Diagnosing White Root Fungus (Riqidoporus Lignosus) on Rubber Plants (Havea Brasiliensis) Using Certainty Factor Method," J. Ris.Computing., vol. 3, no. 6, pp. 124–127, 2016.
[7] PS Ramadhan, “Expert System for Diagnosing Immune Dermatitis Using Bayes Theorem,” InfoTekJar (Jurnal Nas. Inform.and Technol. Network), vol. 3, no. 1, pp. 43–48, 2018, doi:10.30743/infotekjar.v3i1.643.
[8] N. Aini, R. Ramadiani, and HR Hatta, “Expert System for Diagnosing Tuberculosis Disease,” Inform. Mulawarman J. Ilm. Computing Science., vol. 12, no. 1, p. 56, 2017, doi:10.30872/jim.v12i1.224.
[9] PS Ramadhan, “E-Pediatric System for Diagnosing Dermatitis Eflorsen Using Bayes Theorem,” J. Sebatik, vol. 23, no. 1, pp. 242–247, 2019.
[10] AA et al. Muslim, “Expert System for Diagnosing Chili Pests and Diseases Based on Bayes Theorem,” Jutisi, vol. 4, no. 3, pp. 867–876, 2015.
[11] A. Ayu, Y. Saputra, and A. Rahman, “Application of AlgorithmsA Star in Searching for the Nearest ATM Machine in Palembang Based on Android,” Ijccs, vol. x, no. x, pp. 1–5, 2018.
[12] DC Syamsir and E. Sarvia, “Design of an ATM Machine and ATM Room Based on Ergonomics (Case Study on ATM 'Bank A' Setrasari, Bandung) The Design of ATM Machine and ATM Room Based on Ergonomics (Case Study on 'Bank A' ATM Setrasari, Bandung),” J. Integr.Syst., vol. 1, no. 1, pp. 34–51, 2018.
[13] Nasril and Adri Yanto Saputra, “Design and build an online exam information system,” J. Lentera Ict, vol. 3, no. 1, pp. 47–53, 2016, [Online]. Available: https://plj.ac.id/ojs/index.php/jrict/article/viewFile/24/14.
[14] M. Syarif and W. Nugraha, "Modeling the UML Diagram of the Cash Payment System in E-Commerce Transactions," J. Tek.information. Captain, vol. 4, no. 1, pp.64–70, 2020, [On line]. Available: http://jurnal.kaputama.ac.id/index.php/JTIK/article/view/240.
[15] MA-G. Rajmah, M. Adrian, and MB Sanjaya, “Application Alchemist Using Augmented Reality Based Android for High School Chemistry Learning Application Alchemist Using Augmented Reality Based Android for,” e-Proceeding Appl. Sci., vol. 3, no. 3, pp. 1448–1460, 2017.
[16] M. Firdaus and H. Wahyu Nugroho, “Design and Build an Android-Based Children's Brain Training Educational Game Using the Construct 2 Application,” Convergence, vol. 11, no. 02, pp. 1–10, 2016, doi:10.30996/konv.v12i01.859.
[17] S. Ahdan, HS Latih, and S. Ramadona, “Mobile Application for Motorcycle Credit Calculation Simulation at PT Tunas Motor Pratama,” J. Tekno Kompak, vol. 12, no. 1, p. 29, 2018, doi:10.33365/jtk.v12i1.88.
[18] S. Syamsiah, "Designing Flowcharts and Pseudocode Learning to Recognize Numbers with Animations for Rambutan PAUD Children," STRING (Writing Unit of Ris. and Inov.Teknol., vol. 4, no. 1, p. 86, 2019, doi:10.30998/string.v4i1.3623.
[19] Y. Tarigan, J. Napitupulu, and RJ Simamora, “Journal of Information Management & Computerized Accounting,” vol. 2, no. 2, pp. 148–151, 2018.
20] N. Rubiati, “Fitness Service Information Application at Golden Fitness Center Dumai Using Php Programming Language,” INFORM a ICT a, vol. 10, no. 1, p. 1, 2018, doi:10.36723/juri.v10i1.53.
[21] M. Suhartanto, "Creating a Website for State Junior High School 3" Delanggu Using Php And Mysql,” J. Speed, vol. 4, no. 1, pp. 1–8, 2018, [On line]. Available: http://speed.web.id/ejournal/index.php/Speed/article/view/226.
[22] M. Muslihudin and A. Larasati, “Designing a New Student Admission Application System at Stmik Pringsewu Using Php and Mysql,” J. TAM, vol. 3, pp. 32–39, 2016.
Copyright and Licensing
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.