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Muhammad Faizal
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Journal : international journal of artificial intelligence research

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IoT-Based Guppy Aquaculture Monitoring System Using C 4.5 Method on Thingspeak Platform abidin, aa zezen zaenal; Murdianingsih, Yuli; Ruhiyat, Ilham; Suryadi, Usep Tatang; Iskandar Othman, Mohd. Fairuz; Faizal, Muhammad
International Journal of Artificial Intelligence Research Vol 6, No 2 (2022): Desember 2022
Publisher : Universitas Dharma Wacana

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (712.932 KB) | DOI: 10.29099/ijair.v6i2.387

Abstract

Monitoring water media in Guppy fish farming is a major problem that must be solved. monitoring is carried out to obtain a decision whether the media is suitable or not suitable for getting good guppy fish.This study aims to extract knowledge in order to make decisions on the quality of Guppy fish water media through data obtained from the IoT system.The main contribution of this research is the effort to obtain new knowledge from data collected through IoT systems. New knowledge is obtained from water quality parameter data acquired by sensors of temperature, water level and pH. data from the sensor is sent to the Thingspeak cloud application via the microcontroller module. Data from the cloud is extracted into new knowledge in the form of decision-making rules for the quality of Guppy fish water media. To validate the method used, an analysis was performed using a confusion matrix in the rapidminer application. tested for the C 4.5 method and the Naive Bayes methodThe results obtained the same high accuracy of 100 percent. It is possible that this IoT system can be applied in a larger scope, for example monitoring the aquariums of various Guppy fish farming communities in a city, so that real time data on the quality of Guppy fish is obtained within the scope of Smart City.
Co-Authors Aa Zezen Zaenal Abidin, Aa Zezen Zaenal Abidin, Aa Zezen Zenal Adipati Napoleon Ahmad Zamakhsari, Ahmad Amelia Sri Kusuma Dewi, Amelia Sri Kusuma Amelia, Delvi Audry Anggraini, Rima Berti Aprianti, Tine Ariyanti, Ratna Dewi Asmara, Andani Aulia, Regita Faza Auliani, Bulan Azizah, Farinda Hauna Bahrul Fawaid Carkiman, Carkiman Damayanti, Putri David Bahrin Dedi Rohendi Dewi Gunawati Dewi Susanti Dwi Budi Santoso Dwiana, Fazrian Dwipayana, Hendra Fakhili Gulo Ferdian, Irwan Fitrializa, Ulfa Fitriana Fitriana Hanifah, Farhah Hasanudin Hasanudin Hery Firdaos, Ikang Hilda Zulkifli Indah Puspita, Indah Ishak, Khodijah Iskandar Othman, Mohd. Fairuz Isnayanti, Hanifah Izzudin, Muhammad Jaya, Hendra Kusuma Kaswandi Kurnia, Dwi Miftha Leily Nurul Komariah Mahilda, Sukma Mardalena Mardalena Meilando, Rizky Melyasari, Eliza Meriyani, Depita Mildaeni, Itsna Nurrahma Muhajir, Akrom Muhammad Iqbal Harisuddin MUHAMMAD SAID Mursyidi, Wathroh Murti, Sri Djangkung Sumbogo Murti, Sri Djangkung Sumbogo Musa, Ahmad Mustagfiroh, Mustagfiroh Mustari Mustari Nasrullah Nasrullah Natasha, Nara Novia Novia Novia Zalmita Nurhayati Nurhayati Nurjabar, Alifia Nurjannah Nurjannah Permana , Ardi Prayesi, Mutiara Rizki Purwanto Purwanto Putra, Imam Gunawan Rahayu, Atika Rahmat, Aldi Ramadan, Wanda rendana, muhammad Ria Komala Rida, Cut Nova Rif'at, Aditya M RIZCITA PRILIA MELVANI Ruhiyat, Ilham Rusnaini Rusnaini Saidina Putri, Nabila Sari, Eva Dwi Kumala Selamat, Muhammad Isa Septa Liana Suhendri Suhendri Suherman, Mela Oktora Susanti, Vina Syahril Hasan - Politeknik Sains dan Teknologi Wiratama Maluku Utara, Syahril Hasan Teguh, Dedi Tjatursari Widiartin Tuty Emilia Agustina Usep Tatang Suryadi, Usep Tatang Yuli Murdianingsih, Yuli Zaenal Abidin, Aa Zezen