Rialdi, Basuki Rahmat (2018) Identifikasi Penyakit Pada Kambing Menggunakan Metode Fuzzy K-Nearest Neighbor (F-KNN). Sarjana thesis, Universitas Brawijaya.
Abstract
Kambing (Capra Aegragus Hircus) merupakan salah satu hewan yang diternakkan oleh manusia. Namun, usaha ternak kambing akan mengalami kendala ketika kambing terinfeksi penyakit. Selain menyebabkan kerugian, penyakit juga dapat menurunkan minat masyarakat untu beternak kambing. Maka dibuatlah sistem untuk mengidentifikasi penyakit pada hewan ternak kambing, sehingga peternak bisa mengetahui jenis penyakit yang menyerang dan menanganinya secara tepat. Metode yang digunakan adalah k-nearest neighbor dan fuzzy. Langkah awal metode ini memasukkan data latih yang berisi gejala penyakit. Kemudian pengklasifikasian menggunakan k-nearest neighbor. Setelah dilakukan implementasi dan pengujian, didapat hasil akurasi tertinggi sebesar 96 % pada K yang bernilai 9. Dari hasil tersebut dapat disimpulkan bahwa hasil dari sistem dan pakar sudah sejalan dan memiliki akurasi positif.
English Abstract
Goat (Capra Aegragus Hircus) is one of the animals raised by humans. However, goat cattle business will experience constraints when the goats are infected with the disease. In addition to causing harm, the disease can also reduce public interest to goat breeding. So the system was made to identify the disease in goat farms, so the breeder could know the type of disease that attacked and handled it appropriately. The method used is k-nearest neighbor and fuzzy. The first step of this method includes trainer data that contains symptoms of the disease. Then the classification uses k-nearest neighbor. After the implementation and testing, obtained the highest accuracy of 96% at K which is worth 9. From these results can be concluded that the results of the system and experts are aligned and have positive accuracy.
| Item Type: | Thesis (Sarjana) |
|---|---|
| Identification Number: | SKR/FTIK/2018/204/051801226 |
| Uncontrolled Keywords: | Penyakit Kambing, klasifikasi, fuzzy, Fuzzy K-Nearest Neighbor |
| Subjects: | 000 Computer science, information and general works > 005 Computer programming, programs, data > 005.1 Programming |
| Divisions: | Fakultas Ilmu Komputer > Teknik Informatika |
| Depositing User: | Yusuf Dwi N. |
| Date Deposited: | 28 May 2018 02:53 |
| Last Modified: | 27 Oct 2021 03:53 |
| URI: | http://repository.ub.ac.id/id/eprint/11163 |
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