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All Journal Sistemasi: Jurnal Sistem Informasi Pendas : Jurnah Ilmiah Pendidikan Dasar
Ana Yulianti
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Computer Science & IT Electrical & Electronics Engineering Other

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Quality Classification of Palm Oil Products Using Naïve Bayes Method Des Suryani; Ana Yulianti; Elsa Lutfi Maghfiroh; Jepri Alber
Sistemasi: Jurnal Sistem Informasi Vol 11, No 1 (2022): Sistemasi: Jurnal Sistem Informasi
Publisher : Program Studi Sistem Informasi Fakultas Teknik dan Ilmu Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1061.231 KB) | DOI: 10.32520/stmsi.v11i1.1713

Abstract

Indonesia is a country that can produce the highest palm oil in the world. The islands of Sumatra and Kalimantan are the islands that have the largest plantations, especially oil palm in Indonesia. Riau Province which is located on the island of Sumatra can produce the highest oil palm on the island of Sumatra. Quality is an important component in business continuity in the palm oil industry. The quality of the crude palm oil products of a company in the Kerumutan sub-district, Pelalawan district, Riau, depends on the content of the final processing product. The content consists of impurities in crude palm oil (CPO), CPO moisture content, free fatty acid CPO levels, determination of bleachability index CPO, CPO carotene, dirt kernel, moisture kernel, and broken kernel. The final quality of palm oil products is determined from the combined results of CPO quality and kernel quality. Good quality raw materials will affect the selling price of these raw materials to produce a good quality final product. Determine the quality of palm oil products poses a problem in terms of time because they must be checked one by one through processing in the laboratory. Application builder who can determine the quality classification of palm oil products is the purpose of this research. This application is expected to help labor officers in the process of classifying the quality of crude palm oil products more quickly, precisely, and accurately. This study uses the Naïve Bayes algorithm because it requires smaller amounts of training data in the data classification process. The accuracy level of the Naïve Bayes method in determining the quality of palm oil products is 82.05%.
PENGEMBANGAN MEDIA SICERNA (EDUKASI SISTEM PENCERNAAN MANUSIA) BERBASIS KOMIK PADA MATERI SISTEM PENCERNAAN MANUSIA KELAS 5 SEKOLAH DASAR Ana Yulianti; Karimatus Saidah; Wahid Ibnu Zaman
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 10 No. 3 (2025): Volume 10 No3 September, 2025
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v10i3.29869

Abstract

This research aims to develop educational comic-based Sicerna (Human Digestive System Education) media and to determine the validity, practicality and effectiveness of the developed media.  The research method used in this research is development research (R&D) using the ADDIE model. The research subjects were 5th grade students of SDN Maduretno 1, totaling 41 students. Data collection techniques using research instruments in the form of observation and interview guidelines, questionnaires and test questions in the form of pre-test and post-test questions. The results of media validity obtained from media experts, and material experts received an average score of 91% with a very valid category. Furthermore, the results of media practicality were carried out by teachers and students. The practicality results obtained from the teacher, namely 90% with a very practical category. The results obtained from the practicality of students are 100% with a very practical category. The results of media effectiveness are the results of the Wilcoxson test which shows a significant value <0.001 which means that there is a significant difference between the results of the pretest and posttest with an average pre-test of 60 and an average post-test value of 82,8 on the material of the human digestive system in grade 5 SDN Maduretno 1. Based on these results, it can be said that the Sicerna (Educational Human Digestive System) media based on educational comics with material on the digestive system in humans is feasible to use because it has reached the standard assessment criteria of the Sicerna media.
Co-Authors Des Suryani Elsa Lutfi Maghfiroh Jepri Alber Karimatus Saidah Wahid Ibnu Zaman