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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Jurnal Teknologi Informasi dan Ilmu Komputer Sistemasi: Jurnal Sistem Informasi JOIV : International Journal on Informatics Visualization Sinkron : Jurnal dan Penelitian Teknik Informatika SMARTICS Journal INTECOMS: Journal of Information Technology and Computer Science J-SAKTI (Jurnal Sains Komputer dan Informatika) Jusikom: Jurnal Sistem Informasi Ilmu Komputer Zonasi: Jurnal Sistem Informasi Buana Information Technology and Computer Sciences (BIT and CS) REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) JIKA (Jurnal Informatika) Jurnal Sistem Komputer dan Informatika (JSON) Infotek : Jurnal Informatika dan Teknologi Journal of Applied Data Sciences Jurnal Cahaya Mandalika Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Jurnal Pendidikan dan Teknologi Indonesia International Journal of Computer and Information System (IJCIS) Jurnal Informatika dan Teknologi Komputer ( J-ICOM) KLIK: Kajian Ilmiah Informatika dan Komputer J-SAKTI (Jurnal Sains Komputer dan Informatika) Journal of Informatics and Communication Technology (JICT) Malcom: Indonesian Journal of Machine Learning and Computer Science JUSIFOR : Jurnal Sistem Informasi dan Informatika Innovative: Journal Of Social Science Research Jurnal Sistem Informasi dan Manajemen VISA: Journal of Vision and Ideas INTERNAL (Information System Journal) Journal of Informatics and Communication Technology (JICT) IKRAM: Jurnal Ilmu Komputer Al Muslim
Huda, Baenil
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Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Public Health Social Sciences Other

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Journal : JOIV : International Journal on Informatics Visualization

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Determination of Training Participants in Community Work Training Centers Using the Naïve Bayes Classifier Algorithm Hananto, April Lia; Hananto, Agustia; Huda, Baenil; Rahman, Aviv Yuniar; Novalia, Elfina; Priyatna, Bayu
JOIV : International Journal on Informatics Visualization Vol 8, No 3 (2024)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.8.3.1995

Abstract

Community work training centers are skills training institutions that aim to improve the skills of the surrounding community by providing training programs that align with industry needs. Registration of training participants at the Al-Ikhwan Islamic Boarding School community work training centers often faces obstacles, namely, the selection process is still manual, so it takes a long time, and there is a possibility of errors. This study aims to apply the Naive Bayes Classifier Algorithm to determine whether applicants pass training at the Al-Ikhwan Islamic Boarding School community work training centers. This classification method is used to help optimize the applicant selection process by considering administrative factors, income, and training quotas. RapidMiner software is used as a tool to implement the algorithm. This study found that the Naive Bayes Classifier Algorithm can provide good accuracy results in determining applicants who pass the training selection. The test results show that the resulting model has an accuracy of 90.00% in determining passing training participants with data that has the highest chance of passing, namely data that has the attributes of the female gender, age 20 years, last education Senior High School/Vocational High School, student work/student, income 364,912, father's work as laborer, father's income 3912,280, mother's work as an IRT, and mother's income 885,964. This research increases efficiency and accuracy in determining training applicants at the Al-Ikhwan Islamic Boarding School community work training centers.
Co-Authors Agustina, Alvi Akbari, Wahyu Azriel Al Khadzik, Fahmi Alparizi, Muhamad Iqbal Apriani, Fitria April Lia Hananto Arkan Hilman Hakim Atmaja, Rashelin Zahra Aviv Yuniar Rahman baktria, leonyka Danny Manongga Eko Sediyono Fauzi Ahmad Muda Fauzi, Muhamad Helmi Ferdiansyah, Indra Hananto, Agustia Hasna Azhari, Soraya Hendry Hilabi, Shofa Hilabi, Shofa Shofia Hilabi, Shofa Shofiah Hilabi, Shofa Sofiah Hindriyanto Dwi Purnomo Ihsan, Mohammad Maftuh Ikhsan, Muhammad Daffa Irwan Sembiring Ismail, Dennisa Avriel Iwan Setiawan kastiawan, Nurhayadi Kasuma, Hidayatul Rahman Kurniawan, Aldi Muhamad Bayu Aditya Pratama Muslih, Muhamad Novalia, Elfina Nurajizah, Dhea Nurapriani, Fitri Nurapriani, Fitria Nurfauzi, Oka Muhamad Nursan Alfarizi, Maulana Paryono, Tukino Prayono, Tukino Primatrias, Riftan Priyatna, Bayu Purba, Arif Budimansyah Rismoko, Rismoko Rosalina, Elsa Saptiani, Anita Saputri, Arini Setiawan, Revi Shidiq, Faisal Shofia Hilabi, Shofa Sopian, Jajang Sri Wahyuni Sudrajat, Deden Renhad Sugiyanto, Yanto Sunarya, Edwin Yohanes Syafana, Vinka Tamala, Evi Tri Rudiyati, Eli tukino, tukino Tukino, Tukino yuwono, Fuad anwar Zulfiana, Rizka