Comparative Analysis of Veneral Diseases Diagnosed Using Tree and Certainty Factor Method

  • Authors

    • Elyza Gustri Wahyuni
    • Ricky Kurniawan
    2018-12-03
    https://doi.org/10.14419/ijet.v7i4.38.27610
  • Certainty Factor, Decision Tree, Venereal Diseases, Comparative Analysis.
  • The danger that can be generated from venereal diseases is, even infertility can lead to death. However, if the disease can be detected as early as possible by doing intense treatment of this disease can be more controlled and even cured. there have been several similar studies that examine the diagnosis of venereal disease, but no studies have tried to examine how effective the methods are applied to diagnose venereal diseases. So in this study wanted to compare the level of effectiveness of previous research with Decision Tree and Certainty Factor method. It was found that by comparative analysis Decision Tree and Certainty Factor methods show more effective system output if the system is made using Decision tree and Certainty Factor compared using Decision Tree only. It can be seen through the calculation using a Likert scale that shows the percentage of 92% (Strongly Agree).

     

     
  • References

    1. [1] Maulana, A., 2016. Sistem Pakar Untuk Mendignosa Penyakit Kulit Pada Manusia dengan Metode Certainty Factor. Skripsi UII Yogyakarta.

      [2] Krisnawan dkk, 2014. Sistem Pakar Diagnosa Penyakit Kulit dan Kelamin Dengan Metode Certainty Factor dan Fuzzy Logic. MERPATI. Vol 2- No 3.

      [3] Wahyuni, E.G., and Al-amin, M.Z., 2017. “Expert System For Diagnosis Venereal Disease With Decision Treeâ€. International Conference on Internet Services Technology and Information Engineering (ISTIE).

      [4] Kurniawan & Wahyuni, 2017. “Aplikasi Untuk Mendiagnosis Penyakit Kelamin dengan Metode Decision Tree dan Certainty Factorâ€. Seminar Nasional Informatika Medis (SNIMED) VIII.

      [5] Kusumadewi, Sri. 2003. Artificial Intelligence (Teknik dan Aplikasinya). Yogyakarta: Graha Ilmu.

      [6] Kusnawi, 2007. Pengantar Solusi Data Mining. Seminar Nasional Teknologi (SNT). STMIK Amikom Yogyakarta, D-1 - D-9.

      [7] Yusuf, Y.W. 2007. Perbandingan Performansi Algoritma Decision Tree C5.0, CART, dan CHAID: Kasus Prediksi Status Resiko Kredit di Bank X. Seminar Nasional Aplikasi Teknologi Informasi (SNATi). B59 - B62.

      [8] Turban, E. 2005. Decision Support System and Intelligent Systems. Yogyakarta: Penerbit Andi.

      [9] Kusumadewi, Sri. 2003. Artificial Intelligence (teknik dan aplikasinya). Yogyakarta: Penerbit Graha Ilmu.

      [10] Nazir, M., 2005. Metode Penelitian. Bogor: Ghalia Indonesia

  • Downloads

  • How to Cite

    Gustri Wahyuni, E., & Kurniawan, R. (2018). Comparative Analysis of Veneral Diseases Diagnosed Using Tree and Certainty Factor Method. International Journal of Engineering & Technology, 7(4.38), 924-927. https://doi.org/10.14419/ijet.v7i4.38.27610