IMPLEMENTATION OF INFERENCE ENGINE WITH CERTAINTY FACTOR ON POTENTIAL DIAGNOSIS OF BRAIN TUMOR DISEASE

  • Trinugi Wira Harjanti (1*) Sekolah Tinggi Teknologi Informasi NIIT

  • (*) Corresponding Author
Keywords: Expert System, Certainty Factor, CF, Brain Tumor Potential

Abstract

An expert system is a system that has the ability of experts or experts who master a particular field to assist in solving problems. Certainty factor (CF) is one of the methods in an expert system that can define the level of certainty based on facts to show the level of confidence of the expert. This study aims to apply a certainty factor (CF) algorithm to solve the problem of diagnosing potential human brain tumors. Because the symptoms that are felt are not necessarily brain tumors, it is necessary to analyze whether the person has the potential to have a brain tumor or not, even if the potential level is. Brain tumor disease is one of several types of dangerous conditions. This disease is caused by the abnormal growth of cells around the brain. This research produces an application that can diagnose potential brain tumor diseases based on symptom input selected by the user. Then the expert system can display the diagnosis results in percentages and solutions from the results of the diagnosis. The study results indicate that the CF method can solve the problem of uncertainty by giving a degree of confidence from an expert and system user. The accuracy test results resulted in an accuracy value reaching 95%. These results indicate that the system can function and can diagnose potential brain tumor diseases properly

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References

Annisa, R. (2018). Sistem Pakar Metode Certainty Factor Untuk Mendiagnosa Tipe Skizofrenia. IJCIT (Indonesian Journal on Computer and Information Technology), 3(1), 40–46.

Ardiansyah, R., Fauziah, F., & Ningsih, A. (2019). Sistem Pakar Untuk Diagnosa Awal Penyakit Lambung Menggunakan Metode Dempster-Shafer. Jurnal Ilmiah Teknologi Dan Rekayasa, 24(3), 182–196.

Arifin, M., Slamin, S., & Retnani, W. E. Y. (2017). Penerapan Metode Certainty Factor Untuk Sistem Pakar Diagnosis Hama Dan Penyakit Pada Tanaman Tembakau. Berkala Sainstek, 5(1), 21–28. https://doi.org/10.19184/bst.v5i1.5370

Borman, R. I., Megawaty, D. A., & Attohiroh, A. (2020). Implementasi Metode TOPSIS Pada Sistem Pendukung Keputusan Pemilihan Biji Kopi Robusta Yang Bernilai Mutu Ekspor ( Studi Kasus : PT . Indo Cafco Fajar Bulan Lampung ). Fountain of Informatics Journal, 5(1), 14–20. https://doi.org/10.21111/fij.v5i1.3828

Borman, R. I., Napianto, R., Nurlandari, P., & Abidin, Z. (2020). Implementasi Certainty Factor Dalam Mengatasi Ketidakpastian Pada Sistem Pakar Diagnosa Penyakit Kuda Laut. JURTEKSI (Jurnal Teknologi Dan Sistem Informasi), VII(1), 1–8.

Hariyanto, R., & Sa’diyah, K. (2018). Sistem Pakar Diagnosis Penyakit dan Hama Pada Tanaman Tebu Menggunakan Metode Certainty Factor. (JOINTECS) Journal of Information Technology and Computer Science, 3(1), 1–4. https://doi.org/10.31328/jo

Liana, H., & Lubis, C. (2018). Sistem Pakar Diagnosis Kerusakan Komputer Dan Internet Dengan Certainty Factor Berbasis Web. Jurnal Ilmu Komputer Dan Sistem Informasi, 6(2), 92–94.

Prebiana, K. D., & Astuti, L. G. (2020). Penerapan Metode Certainty Factor (CF) Dalam Pembuatan Sistem Pakar Diagnosis Penyakit Tumor Otak. Jurnal Elektronik Ilmu Komputer Udayana, 8(3), 315–324.

Riadi, A. (2017). Penerapan Metode Certainty Factor Untuk Sistem Pakar Diagnosa Penyakit Diabetes Melitus Pada RSUD Numi Panua Kabupaten Pohuwato. ILKOM Jurnal Ilmiah, 9(3), 309–316.

Sayogo, M. H. (2016). Penerapan Model Problem Based Learning Dalam Proses Pembelajaran Standar Kompetensi Mengukur Dengan Alat Ukur Mekanik Presisi Di Kelas X Smk Negeri Kudu Jombang. Jurnal Pendidikan Teknik Mesin UNESA, 5(02), 84–90.

Setyaputri, K. E., Fadlil, A., & Sunardi, S. (2018). Analisis Metode Certainty Factor pada Sistem Pakar Diagnosa Penyakit THT. Jurnal Teknik Elektro, 10(1), 30–35. https://doi.org/10.15294/jte.v10i1.14031

Sucipto, A., Fernando, Y., Borman, R. I., & Mahmuda, N. (2019). Penerapan Metode Certainty Factor Pada Diagnosa Penyakit Saraf Tulang Belakang. Jurnal Ilmiah FIFO, 10(2), 18. https://doi.org/10.22441/fifo.2018.v10i2.002

Sulistiani, H., & Muludi, K. (2018). Penerapan Metode Certainty Factor Dalam Mendeteksi Penyakit Tanaman Karet. Jurnal Pendidikan Teknologi Dan Kejuruan, 15(1), 51–59. https://doi.org/10.23887/jptk-undiksha.v15i1.13021

Published
2022-03-09
How to Cite
Harjanti, T. (2022). IMPLEMENTATION OF INFERENCE ENGINE WITH CERTAINTY FACTOR ON POTENTIAL DIAGNOSIS OF BRAIN TUMOR DISEASE. Jurnal Pilar Nusa Mandiri, 18(1), 25-30. https://doi.org/10.33480/pilar.v18i1.2947
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