Expert System and IoT for Diagnose of Feline Panleukopenia Virus using Certainty Factor
DOI:
https://doi.org/10.30812/matrik.v21i2.1517Keywords:
Cat, Certainty Factor, Diagnosis, Expert System, Feline PanleukopeniaAbstract
Cats are animals that are loved by many people and are widely used as pets. All things related to cat health will be pursued by cat owners. However, sometimes the prevention efforts that have been made by cat owners cannot stop the spread of cat diseases, especially those caused by viruses. One of the viruses that can infect cats is feline panleukopenia virus. Where this virus can be deadly and can spread easily. Sometimes the symptoms caused are like ordinary diseases and can not be easily understood by cat owners. Early diagnosis is needed to prevent this disease. What can be done is to create an expert system, which with this system can diagnose feline panleukopenia based on the initial symptoms seen. In addition, to support diagnosis, use IoT devices to determine the body temperature and heart rate of the cat. The purpose of this study is to provide an early prediction of Panleu disease in cats, so that it can make it easier for users to immediately follow up from the initial diagnosis obtained. The research was conducted by conducting a literature study, collecting and analyzing data, making designs and tools, implementing, and testing. The results obtained from this study used 13 samples obtained from veterinarians, where the results of the expert diagnosis were eight samples of acute panleukopenia, four samples of chronic panleukopenia, and 1 sample of non-panleukopenia. The results were obtained with an accuracy of 92 %. The average deviation value of the pulse sensor is 2.40 % and the average deviation value of the LM35 sensor is 1.30 %.
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References
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[2] R. Putri, B. Sumiarto, and G. T. Mulyani, “Faktor Risiko Feline Panleukopenia pada Kucing di Daerah Istimewa Yogyakarta,†J. Sain Vet., vol. 38, no. 3, p. 206, 2020, doi: 10.22146/jsv.48922.
[3] Andiani, “Diagnosa Penyakit Kucing Berbasis Android,†jurnal TELEMATIKA MKOM, vol. 10, no. 1. p. 10, 2018.
[4] Y. N. Mahendra, M. G. A. Yuliani, A. Widodo, D. Diyantoro, and M. S. Sofyan, “A Case Study of Feline Panleukopenia in Cats at The Educational Animal Hospital of Universitas Airlangga,†J. Appl. Vet. Sci. Technol., vol. 1, no. 1, p. 6, 2020, doi: 10.20473/javest.v1.i1.2020.6-10.
[5] H. Purnamaningsih, S. Indarjulianto, Y. Yanuartono, A. Nururrozi, I. Widiyono, and R. Hayati, “Gambaran Leukosit Kucing Penderita Feline Panleukopenia,†J. Sain Vet., vol. 38, no. 2, p. 121, 2020, doi: 10.22146/jsv.50202.
[6] Y. Fadhillah, “Sistem Pakar Menggunakan Forward Chaining dan Certainty Factor untuk Diagnosa Kerusakan Smartphone,†J. Educ. Dev., vol. 8, no. 2, pp. 337–342, 2020, [Online]. Available: http://journal.ipts.ac.id/index.php/ED/article/view/1966/1028.
[7] I. F. Ashari, “Implementation of Cyber-Physical-Social System Based on Service Oriented Architecture in Smart Tourism Case Study : Bandung Natural Tourism,†J. Appl. Informatics Comput., vol. 4, no. 1, pp. 66–73, 2020.
[8] I. F. Ashari, A. G. Manalu, and R. Setiawan, “Analysis of Security Guard Scheduling System Using Genetic Algorithm and Tournament Selection ( Case Study : Institut Teknologi Sumatera ),†vol. 5, no. 2, pp. 202–207, 2021.
[9] P. S. Ramadhan and U. F. S. Sitorus Pane, “Analisis Perbandingan Metode (Certainty Factor, Dempster Shafer dan Teorema Bayes ) untuk Mendiagnosa Penyakit Inflamasi Dermatitis Imun pada Anak,†J. SAINTIKOM (Jurnal Sains Manaj. Inform. dan Komputer), vol. 17, no. 2, p. 151, 2018, doi: 10.53513/jis.v17i2.38.
[10] N. Ratama, “Analisa Dan Perbandingan Sistem Aplikasi Diagnosa Penyakit Asma Dengan Algoritma Certainty Factor Dan Algoritma Decision Tree Berbasis Android,†J. Inform. J. Pengemb. IT, vol. 3, no. 2, pp. 177–183, 2018, doi: 10.30591/jpit.v3i2.848.
[11] Y. Yunitasari, A. Voutama, and N. Sulistiyowati, “Perbandingan Metode Certainty Factor dan Dempster Shafer untuk Sistem Pakar Depresi Pasca Melahirkan,†Techno.Com, vol. 20, no. 3, pp. 362–371, 2021, doi: 10.33633/tc.v20i3.4905.
[12] N. Kurniati, Y. Yanitasari, D. A. Lantana, I. S. Karima, and E. R. Susanto, “Sistem Pakar Untuk Mendiagnosa Penyakit Kulit Pada Kucing Menggunakan Certainty Factor,†Ilk. J. Ilm., vol. 9, no. 1, pp. 34–41, 2017, doi: 10.33096/ilkom.v9i1.107.34-41.
[13] D. Setyawan, A. Haryoko, and A. Nurlifa, “Sistem Pakar Diagnosa Penyakit Kucing Dengan Metode Naïve Bayes,†in Seminar Nasional Penelitian dan Pengabdian Masyarakat, 2018, no. September, pp. 0–3, [Online]. Available: http://prosiding.unirow.ac.id/index.php/SNasPPM/article/view/188/199.
[14] T. Larasati and M. R. Arief, “SISTEM PAKAR DIAGNOSA AWAL PENYAKIT KULIT KUCING BERBASIS WEB MENGGUNAKAN METODE CERTAINTY FACTOR ( Studi Kasus : Lab Klinik ‘ Klinik Hewan Jogja ’),†Semin. Nas. Teknol. Inf. dan Multimed. 2016, pp. 13–18, 2016.
[15] S. Arlis, “SATIN – Sains dan Teknologi Informasi Diagnosis Penyakit Radang Sendi Dengan Metode Certainty Factor,†SATIN-Sains dan Teknol. Inf., vol. 3, no. 1, pp. 43–47, 2017.
[16] D. K. Utami, M. Permadi, and T. A. Zuairiah, “Penerapan Metode Certainty Factor Untuk Menetukan Penyakit Katarak Penyebab Kebutaan,†Komputasi J. Ilm. Ilmu Komput. dan Mat., vol. 14, no. 2, pp. 72–76, 2018, doi: 10.33751/komputasi.v14i2.683.
[17] H. T. Sihotang, F. Riandari, P. Buulolo, and H. Husain, “Sistem Pakar untuk Identifikasi Kandungan Formalin dan Boraks pada Makanan dengan Menggunakan Metode Certainty Factor,†MATRIK J. Manajemen, Tek. Inform. dan Rekayasa Komput., vol. 21, no. 1, pp. 63–74, 2021, doi: 10.30812/matrik.v21i1.1364.
[18] A. Anggrawan, S. Satuang, and M. N. Abdillah, “Sistem Pakar Diagnosis Penyakit Ayam Broiler Menggunakan Forward Chaining dan Certainty Factor,†MATRIK J. Manajemen, Tek. Inform. dan Rekayasa Komput., vol. 20, no. 1, pp. 97–108, 2020, doi: 10.30812/matrik.v20i1.847.
[19] M. Ali et al., “A Data-Driven Knowledge Acquisition System: An End-to-End Knowledge Engineering Process for Generating Production Rules,†IEEE Access, vol. 6, pp. 15587–15607, 2018, doi: 10.1109/ACCESS.2018.2817022.
[20] D. U. Rahmiati and D. W. Wira, “Induksi anastesi menggunakan Ket-A-Xyl® pada kucing domestik,†ARSHI Vet. Lett., vol. 3, no. 3, pp. 53–54, 2019, doi: 10.29244/avl.3.3.53-54.
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Published
2022-03-31
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Articles
How to Cite
[1]
I. F. Ashari and V. Adhelia, “Expert System and IoT for Diagnose of Feline Panleukopenia Virus using Certainty Factor”, MATRIK, vol. 21, no. 2, pp. 451–462, Mar. 2022, doi: 10.30812/matrik.v21i2.1517.
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