SYAFII, Imam and Widodo, Catur Edi and Suseno, Jatmiko Endro (2022) SISTEM PAKAR DIAGNOSA PENYAKIT AYAM BROILER MENGGUNAKAN METODE CASE BASED REASONING DAN SORENSEN DICE COEFFICIENT. Masters thesis, UNIVERSITAS DIPONEGORO.

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Abstract

Keterlambatan penangan penyakit ayam broiler menimbulkan banyak kerugian yang cukup besar bahkan menyebabkan kematian. Hal ini dikarekan belum adanya pengetahuan yang cukup tentang penanganan penyakit ayam broiler dengan benar. Tujuan dari penelitian ini adalah untuk menerapkan metode case based reasoning dan sorensen dice coefficient untuk penerapan sistem pakar diagnosa penyakit ayam broiler. Selain itu juga bertujuan untuk memberikan solusi pengobatan penyakit ayam broiler untuk membantu tim produksi dalam menangani penyakit ayam broiler. Penelitian ini menggunakan metode case based reasoning dengan menerapkan empat tahapan retrieve, reuse, revise, dan retain. Tahapan perhitungan similaritas menggunakan sorensen dice coefficient. Penerapan sistem pakar diagnosa penyakit ayam broiler diperoleh hasil pengujian akurasi sebesar 90% dari 100 data uji. Hasil uji aplikasi dicocokan terhadap peninjauan keakuratan oleh pakar. Hasil uji akurasi sistem menunjukan nilai similaritas yang cukup tinggi dan menunjukan bahwa sistem memberikan nilai yang akurat dibandingkan dengan metode sebelumnya dalam memberikan diagnosa penyakit serta solusi.
Kata kunci: Ayam Broiler, Sistem Pakar, Case Based Reasoning, Sorensen Dice Coefficient

Delays in handling broiler chicken diseases cause a lot of losses which are quite large and even cause death. This is because there is not enough knowledge about the correct handling of broiler disease. The purpose of this research was to apply the case based reasoning method and Sorensen dice coefficient for the application of an expert system in diagnosing broiler chicken diseases. In addition, it aimed to provide solutions for broiler disease treatment to assist the production team in dealing with broiler chicken diseases. This study used a case based reasoning method to obtain similar cases to be used in new cases by applying 4 stages include retrieve, reuse, revise, and retain. Sorensen dice coefficient similarity method was used to obtain similarity results. The application of an expert system diagnosed disease using case based reasoning and Sorensen dice coefficient while obtaining test results on system accuracy of 90% form 100 data. Application test results are matched against findings by experts. The results of the accuracy test of the system showed a fairly high value and indicated that the system provided an accurate and effective value compared to previous methods in diagnosing and providing the solutions or treatments.
Keyboard: Broiler Chicken, Expert System, Case Based Reasoning, Sorensen Dice Coefficient.

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