Sistem Pakar dalam Menganalisis Defisiensi Nutrisi Tanaman Hidroponik Menggunakan Metode Certainty Factor

Authors

  • Yerri Kurnia Febrina Independent Researcher
  • Sarjon Defit Universitas Putra Indonesia YPTK Padang
  • Gunadi Widi Nurcahyo Universitas Putra Indonesia YPTK Padang

DOI:

https://doi.org/10.37034/jsisfotek.v3i4.66

Keywords:

Expert System, Nutritional, Deficiency, Hydroponics, Certainty Factor

Abstract

Currently the Expert system has become a field of research for computer scientists as well as agricultural scientists for applications in various information development. The Expert System can be designed to simulate one or more of the ways an agricultural expert uses his knowledge and experience in making the diagnosis and passing on the necessary recommendations regarding nutritional deficiencies. Nutrient deficiency is a lack of food for survival in plants. The nutrient content of plant parts, especially the leaves, is very relevant to be used to identify nutritional deficiencies. Provide the results of a diagnosis of nutritional deficiency to farmers to be a benchmark for improving plant nutrients and providing good nutrition for hydroponic plants. The data used are nutritional deficiency data and symptoms as well as nutritional solutions obtained from farmer data at the Payakumbuh City Agriculture Office. The method used in this expert system is the Certainty Factor (CF) method. This method provides a diagnosis in the form of certainty or uncertainty of conditions in the rules used to conclude. The results of testing this method showed as many as 12 nutritional deficiencies were detected with 41 symptoms experienced. So that it can measure the level of nutritional deficiency that occurs. Expert System in Analyzing Hydroponic Plant Nutrient Deficiency Using Certainty Factor Method can show that predictions are almost 94% accurate.

References

Yigitcanlar, T., & Cugurullo, F. (2020). The Sustainability of Artificial Intelligence: An Urbanistic Viewpoint from the Lens of Smart and Sustainable Cities. Sustainability, 12(20), 8548. doi:10.3390/su12208548

Pakpahan, A., Sagala, J. R., Yesputra, R., Lubis, A., Saputra, H., Husain, & Sihotang, H. T. (2019). Implementation of Certainty Factor Method for Diagnoses of Photocopy Machine Damage. Journal of Physics: Conference Series, 1255, 012059. doi:10.1088/1742-6596/1255/1/012059

Zhao, X., & Chen, W. (2019). GIS-Based Evaluation of Landslide Susceptibility Models Using Certainty Factors and Functional Trees-Based Ensemble Techniques. Applied Sciences, 10(1), 16. doi:10.3390/app10010016

Saputri, A. E., Sevani, N., Saputra, F., & Sali, R. K. (2020). Using Certainty Factor Method to Handle Uncertain Condition in Hepatitis Diagnosis. ComTech: Computer, Mathematics and Engineering Applications, 11(1), 1–10. doi:10.21512/comtech.v11i1.5903

Alim, S., Lestari, P. P., & Rusliyawati, R. (2020). Sistem Pakar Diagnosa Penyakit Tanaman Kakao Menggunakan Metode Certainty Factor pada Kelompok Tani PT Olam Indonesia (Cocoa) Cabang Lampung. Jurnal Data Mining Dan Sistem Informasi, 1(1), 26. doi:10.33365/jdmsi.v1i1.798

Rosi, M. F., & Prakoso, B. H. (2020). Sistem Pakar Diagnosa Penyakit Tanaman Bawang Merah Menggunakan Metode Certainty Factor. BIOS: Jurnal Teknologi Informasi Dan Rekayasa Komputer, 1(1), 20–27. doi:10.37148/bios.v1i1.5

Dholwani, S.J., Marvadi, S.G., Patel, V.P., & Desai, V.P. (2018). Nutrients Required For Hydroponic System. International Journal for Research Trends and Innovation, 3(4), 195-199.

Saleem, H., Khan, A.R., & Jilani, T.A. (2020). Expert System for Diagnosing Mobile and Immobile Nutrients Deficiency of Plants. International Journal of Academic Information Systems Research (IJAISR), 4(8), 10-15.

Novaliendrya, D. & dkk. (2020). Development of an Expert System Application to Detect Vitamin Deficiencies in the Human Body. Revista Argentina de Clínica Psicológica, 29(5), 956-965. doi: 10.24205/03276716.2020.1092

Nath, P. (2018). An Expert System for Detection of Nutrient Deficiency Diseases of rice plant (With special reference to BTAD, Assam). International Journal of Creative Research Thoughts (IJCRT), 6(1), 190-202.

Downloads

Published

2021-09-03

How to Cite

Febrina, Y. K. ., Defit, S. ., & Nurcahyo, G. W. . (2021). Sistem Pakar dalam Menganalisis Defisiensi Nutrisi Tanaman Hidroponik Menggunakan Metode Certainty Factor. Jurnal Sistim Informasi Dan Teknologi, 3(4), 203–208. https://doi.org/10.37034/jsisfotek.v3i4.66

Issue

Section

Articles