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Journal : International Journal Of Computer, Network Security and Information System (IJCONSIST)

Accuracy of Kidney Disease Expert System Based On Certainty Factor and Dempster Shafer Algorithm Agussalim; Astuti Triana, Nani; Maya Safitri, Eristya; Wulansari, Anita; Fitri Ana Wati, Seftin
IJCONSIST JOURNALS Vol 3 No 2 (2022): March
Publisher : International Journal of Computer, Network Security and Information System

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33005/ijconsist.v3i2.66

Abstract

The information technology developments today resulted in several innovations, including the existence of an Expert System. The systems help diagnose diseases without directly meeting with experts/doctors. Many researchers have proposed algorithms to improve the accuracy of the expert system to approach the diagnosis by experts/doctors, including certainty factor and dempster shader. This study compares the algorithm's accuracy with the results of expert diagnosis of kidney disease. The expert system was developed using UML and a web-based version. From the comparison results, the dempster shaver algorithm has an accuracy rate of 80%, while the certainty factor is 60% compared to expert diagnoses.
Co-Authors 'Uyun, Khurrotul Adelia Sefri Larasati Adi Suryaputra, Bagus Adiyono, Bagus Dwi Putra Agussalim, Agussalim Al Abiyyi, M Faiq Alief, Muhammad Dian Nur Alifansa, Dimas Mirza Amalia, Indira Setia Ananda Setya Nugroho, Adi Anggoro, M. Novianto Aprillia Putri, Lintang Arumdapta, Gemintang Aqsa Arya Bhisma, Vishnu Asif Faroqi Astuti Triana, Nani Aurabillah, Bilqis Bagus Sutigar, Moh. Bayu Billah, Mu'tasim Carolina, Hennika Citra Fadhlilla, Novia Daffa Maulana, Teduh Devi, Ditha Lozera Dinda Mega Savitri Fahrezi, Michael Fakhira Ardini, Ayu Faradillah, Safna Farhan, Farrel Farizd, Mohammad Fatzali, Abrila Febriani, Dewi Sinta Firdaus, Lintang Fitri Ana Wati, Seftin Hanifa, Fatya Ida Ayu Putu Sri Widnyani Immah Inayati, Immah Irmansyah, Dimas Kamila, Alifia Nur Kusumaningayu, Apriliana Pramesinta Laksono, Cindy Fitri Latipah, Latipah Lokatara, Beryl Ardhana Maulana, Ribas Satria Maya Safitri , Eristya Maya Safitri, Eristya Mohamad Iqbal Noval Firmansyah, Adrian Nugraha, Rizky Ilman Nur Rahma, Syarifah Nurcahyani, Anisa Praditya A.N, M Ilham Prapanca, Juniar Sandra Pratama, Arista Pratama, Muhammad Aldi Putri, Callista Harnit Rabbani, Alfatur Rafli Alfarisqi, Muhammad Rahmah, Safina Nur RAHMAWATI, NADIA ERINNA Rama Febrianto, Adhe Ramdhani, Moch. Abdillah Emha Ridwandono, Doddy Robawa, Rizki Setyo Putro Safitri, Eristya Maya Saputra, Mohamad Ivan Setiabudhi, Adimas Syiraa Setiya Ratih, Dini Sinaga, Dwianna Sitompul, Byanca Rebecca Yocelyn Sitompul, Enjeliana Tiara Rahayu Ada, Sesilia Tri Puspa Rinjeni Vergie Sopaheluwakan, Brilliant Wahyuni, Eka Dyar Widya Pratiwi Wuryanto, Kevin Yohanes