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Journal : JOMLAI: Journal of Machine Learning and Artificial Intelligence

Analysis of Family Economic Factors on Students' Learning Interest Using the C4.5 Algorithm Rahayu, Dian; Solikhun, Solikhun; Sormin, Rizky Kairunnisa
JOMLAI: Journal of Machine Learning and Artificial Intelligence Vol. 2 No. 2 (2023): June
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/jomlai.v2i2.3195

Abstract

This study aims to analyze the influence of family economic factors on the learning interest of students at SMA Negeri 2 Pematangsiantar using the C4.5 algorithm. The C4.5 method is employed to identify the relationship between family economic variables and students' learning interest. The research is conducted at SMA Negeri 2 Pematangsiantar, involving students as the main respondents. Data is collected through a questionnaire covering family economic variables and the level of students' learning interest. Data analysis using the C4.5 algorithm assists in identifying family economic factors that significantly affect students' learning interest. The study's results are expected to provide a deeper understanding of the impact of family economic factors on student learning motivation in the high school environment. This research contributes to the education literature and offers insights for educators, parents, and education stakeholders to enhance support for students with diverse family economic backgrounds. The implications of these findings can aid in designing more inclusive education policies and supporting academic growth for high school students.
Co-Authors Achmad Afandi, Achmad Adillah Salma, Cut Yasifa Adriansyah, Muhammad Ali Afrida, Nurul Aina, Raudatul Antonius Totok Priyadi Arlianti, Nopa Asmariana, Yully Asnawi Abdullah A’la, Nurul Bakti, Imam Rangga Basri Aramico, Basri Budi Yanto, Budi Diana Diana Lestari, Diana Dinen, Kiki Asrifa Ellianufara, Ellianufara Fajarimah, Suci Fasha, Ulya Fatana, Fajar Adi fausi, ahma Fidhyallah, Nadya Fadillah Fitria, Ully Hamisah, Irma Hayati, Dalima Hazizah, Risyma Nur Henny Sanulita Hijjah, Nurul Hikmah, Masilafatul Husna, M. Zainul Husna, Raihatul IBON, MAIBON Irama, Asep Ismawati Ismawati Izza, Maudatul jannah, fazzira rhaudatul Khairuman Khairuman, Khairuman Khesya Nayla Puspita Sari Ponda Liani, Asti M. Akil Rizkullah Mahendra, Rizal Maolida, Roza maulita, risna Melani, Tasya Meylissa Mhd Hidayattullah Mudawali, Fazlil Muhammad Adil, Muhammad Mutiara, Rama Muzhar, Fahmil Naidah, Naidah Najikhah, Nur Nasution, Yandi Nazillah, Ulfa Nofita, Nofita Nomira, Syarifah Rozati Nurdin , Ambia Nurdin, Ambia Nurrohmah, Adela Citra Nurwahyuni Oktavia, Maria Yasri Pertiwi Pertiwi Prastika, Netty Dyan Putri, Rosalia Putri, Sofia Marisya Quratuainisa, Quratuainisa Rahayu, Sapriani Rahmawati, Neni Rahmi, Zahratul Ramadhana, Phossy Vionica Reza Kurnia Roni Faslah Safitri, Erna Salmalia, Salmalia Sapriana Rahayu Saputra, Ridotriyan Saswita, Rahma Sayuti, Yessika Amelia Setiani, Eva Arum Sholahuddin, Abdurrahman Solikhun Solikhun, Solikhun Sormin, Rizky Kairunnisa Suci Suci, Suci Susanto, Ratno Utami, Sri Cahyati Wijayanti, Fisca zahra, zahratul rahmi