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All Journal Jurnal Sains dan Teknologi Jurnal Ilmu Komputer dan Sistem Informasi (JIKOMSI)
Sri Wahyuni
STMIK Pelita Nusantara
Computer Science & IT Economics, Econometrics & Finance Mathematics Physics Social Sciences

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J Jaringan Saraf Tiruan Untuk Memprediksi Tingkat Penyebab Kematian Dari Sepuluh Peringkat Penyakit Terbesar Dengan Algoritma Backpropagation Sri Wahyuni; R.Fanry Siahaan
Jurnal Ilmu Komputer dan Sistem Informasi (JIKOMSI) Vol. 3 No. 1.1 (2020): SPESIAL ISSUE Jurnal Ilmu Komputer dan Sistem Informasi (JIKOMSI)
Publisher : Sisfokomtek

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.9767/jikomsi.v3i1.1.98

Abstract

Penelitian ini merupakan sebuah penerapan jaringan saraf tiruan dengan penggunaan metode backpropagation yang berdasar pada 10 penyakit pasien dengan tingkat kematian tertinggi di Puskesmas Lubuk Pakam, yaitu DBD, TBC, bronkopneumonia, pneumonia, stroke, hipertensi, jantung koroner, demam tifoid, diare, dan asma dari bulan Juli hingga bulan Desember tahun 2017, 2018, dan 2019. Dari penelitian ini diperoleh hasil dengan tingkat akurasi sebesar 58% sehingga penelitian ini dapat memberikan informasi berapa persen kematian akan penyakit yang diderita oleh pasien serta dapat mengurangi kesalahan petugas dalam pendataan penyakit pasien.
Sistem Pakar Mendiagnosa Penyakit Ayam Kampung Menggunakan Metode Certainty Factor Sri Wahyuni; Paska Marto Hasugian
Jurnal Sains dan Teknologi Vol. 3 No. 2 (2022): Jurnal Sains Dan Teknologi
Publisher : CV. Utility Project Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55338/saintek.v3i2.212

Abstract

Animal husbandry is the activity of breeding and raising livestock to obtain the benefits and results of these activities. Activities in the field of animal husbandry can be divided into two groups, namely livestock farming of large animals such as cows, buffaloes and horses, while the second group is farming of small animals such as chickens, ducks, birds and others. Village chicken farming activities have existed since ancient times. Village chickens start from the first generation, namely from the descendants of the red jungle fowl (Gallus gallus). Raising free-range chickens is not easy because there are many things that must be considered and must have problems, therefore an expert system is needed to assist farmers in diagnosing and knowing the type of disease and symptoms experienced by the free-range chicken using a computer system automatically. This expert system uses the Certainty Factor method which aims to measure the level of certainty of facts or rules to describe an expert's belief in the problem at hand. This study shows how the process of calculating the Certainty Factor method in diagnosing free-range chicken disease with the initial combination rule to the last combination rule based on the selected symptoms, it can be concluded that the highest weight value is D01 Avian Influenza with a weight value of 0.99 x 100% = 99%
Co-Authors Hasugian , Paska Marto Siahaan, R. Fanry