Abstract
Sepsis be considered health problems in infants in developing countries and industrialized countries. That is because sepsis has a mortality rate that is enough high on the infants. Lack of knowledge of parents to the sepsis causing treatment too late. This study attempted to show how the Dempster-Shafer method can be used to detect Sepsis disease in Infants. Dempster-Shafer method combines Trust Value of symptoms one by one. This method is a model uncertainty with a range of probabilities. The study used six symptoms on 5 kinds of different conditions of Trust Value from any symptoms. The trials applied using the programming language PHP and HTML. The results of Dempster-Shafer for Sepsis in Infants that Condition 1 is 0.66977, Condition 2 is 0.60435, Condition 3 is 0.69249, Condition 4 is 0.66132, and the Condition 5 is 0.76756.
Highlights
Sepsis be considered health problems in infants in developing countries and industrialized countries
That is because sepsis has a mortality rate
“The Analysis of Comparison of Expert System of Diagnosing Dog Disease by Certainty Factor Method and Dempster-Shafer Method,” International Journal of Computer Science, vol 10, no. 1, pp. 576–584, 2013
Summary
Bayi sangat rentan terhadap kuman penyakit sehingga orang tua perlu memperoleh informasi mengenai penyakit yang diderita bayi. Infomasi ini sangat penting karena orang tua akan mampu melakukan tindakan awal yang tepat sehingga penyakit tidak mencapai tahap kronis dan lebih mudah disembuhkan. Sepsis merupakan salah satu penyakit yang dapat diderita bayi. Sepsis menjadi masalah kesehatan yang diperhatikan pada bayi di negara berkembang maupun negara industri. Dempster-Shafer adalah suatu teori matematika untuk pembuktian berdasarkan belief functions and plausible reasoning (fungsi kepercayaan dan pemikiran yang masuk akal). Metode ini mengkombinasikan potongan informasi yang terpisah (bukti) untuk mengkalkulasi kemungkinan dari suatu peristiwa. Metode Dempster-Shafer dimanfaatkan untuk mendeteksi Penyakit Sepsis pada Bayi dengan menelusuri gejala penyakit satu demi satu. Penelitian Deteksi Sepsis pada Bayi Menggunakan Metode Dempster-Shafer diuji coba menggunakan Bahasa Pemrograman PHP dan HTML. Uji coba dilakukan pada 5 macam kondisi Nilai Kepercayaan yang berbeda
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