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All Journal Jurnal Buana Informatika Disease Prevention and Public Health Journal Jurnal Teknik Sipil dan Perencanaan Scan : Jurnal Teknologi Informasi dan Komunikasi JPM17: Jurnal Pengabdian Masyarakat Journal of Information Systems Engineering and Business Intelligence Jurnal IPTEK INTEGER: Journal of Information Technology Didaktis: Jurnal Pendidikan dan Ilmu Pengetahuan SMARTICS Journal Jurnal Sains dan Informatika IJEBD (International Journal Of Entrepreneurship And Business Development) ILKOM Jurnal Ilmiah JPP IPTEK (Jurnal Pengabdian dan Penerapan IPTEK) JUTEKIN (Jurnal Manajemen Informatika) INTEK: Informatika dan Teknologi Informasi Adimas : Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian Masyarakat IPTEKS JUSTINDO (Jurnal Sistem dan Teknologi Informasi Indonesia) Jurnal Manajemen Teknologi dan Teknik Sipil (JURMATEKS) Jurnal Pengabdian Masyarakat Asia Jurnal Terapan Manajemen dan Bisnis DECODE: Jurnal Pendidikan Teknologi Informasi Melek IT: Information Technology Journal Aptekmas : Jurnal Pengabdian Kepada Masyarakat Jurnal Sistem Informasi Dan E-Bisnis Research Horizon Jurnal Teknik Sipil PENITI BANGSA (Pemanfaatan Ilmu Pengetahuan dan Teknologi bagi Masyarakat)
Nia Saurina
Universitas Wijaya Kusuma Surabaya
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Journal : Jurnal Sains dan Informatika

 1 
Pengelompokan Seleksi Siswa Baru di Lembaga Pendidikan Non Formal Kabupaten Gresik Menggunakan Clustering K-Medoids Nia Saurina; Lestari Retnawati; Firman Hadi Sukma Pratama; Udik Pudjianto
Jurnal Sains dan Informatika Vol. 9 No. 1 (2023): Jurnal Sains dan Informatika
Publisher : Teknik Informatika, Politeknik Negeri Tanah Laut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34128/jsi.v9i1.527

Abstract

Non-formal education has different programs according to the current and future needs of society. The course institutions in Gresik Regency are the unofficial educational institutions of the Gresik Regency Education Office which organize programs, namely the SMA Package C Equivalency Education Program, the SMP Package B Equality Education Program and the Sewing Course. The current grouping of new student selection is felt to be less effective because the grouping is based on certificates obtained more than two years ago. This is because most non-formal students drop out of school due to financial constraints. So that the value given to the certificate is not in accordance with the qualifications of students while taking informal education. This study uses the K-Medoids cluster using datasets, namely practical exam scores, final exam scores and interview scores. The data used are students enrolled in package C as high school equivalents as many as 28 students and 32 students enrolled in package B as high school equivalents. The results obtained in this study are educational institutions that can place prospective students at a more accurate value. The Medoid-K clustering procedure for new student clustering requires two iterations to get a total S-distance of 54.594255.
Co-Authors AA Sudharmawan, AA adisusilo, Anang kukuh AGASTA, BAGAS RIFALDHI PUTRA Agung Wijanarko, Agung agus dwi rizal, agus dwi Akbar Bayu Kresno Suharso Alfandi, Ridho Allen Donouval Sahertian, Allen Donouval Anang Adisusilo Anang Kukuh Adisusilo andari sinta dewi, andari sinta Andaryati Andaryati Andaryati, Andaryati arabigh, mochammad habib Ario Yusuf Christian Aryati Aryati auzan, Agi jabal tarig Bakhrul Na'im Irawan benny nasution, benny Brian Andreas Sutarto Brian Andreas Sutarto, Brian Andreas Che Zalina Zulkifli Christian, ario yusuf Citrawati Jatiningrum cristtian novianto, cristtian Dedy Setiawan Desi Rully Wahyuni Emmy Wahyuningtyas Erfan Rachmad Santosa, Erfan Rachmad Firman Hadi Firman Hadi S Pratama, Firman Hadi S Firman Hadi S.P Firman Hadi Sukma Pratama Firman Hadi Sukma Wijaya Firman Pratama guendra kusuma wardhana, guendra kusuma Hadi, Firman Hala Nuari Lina Darmayanti, Hala Nuari Lina Hasbullah . ., Hasbullah . Husein, Moch Idris, Azlina Ihsan Pribadi, Teguh Ikhsan, Teguh Pribadi Irawan, Bakhrul Na'im Iva Evry Robiyansah Jayanto, Denny Nur Karyanto, Nonot Wisnu Karyanto, Nonot Wisnu Lathifah Nur Karimah lestari retnawati Lestari Retnawati Luhulima, Stella Joice Lusy Tunik Muharlisiani M. Agi Jabal Tariq Auzan Mareta, Ninin Marina Revitriani Marina Revitriani Maslihah Maslihah Mochammad Habib Arabigh Nasution, Beny Y. V. Nia Saurina Ninin Mareta Nirmansyah, Suhardik Nonot Wisnu Karyanto Nonot Wisnu Karyanto Nonot Wisnu Karyanto, Nonot Noven Indra Prasetya novy yanto, novy Nur Chamidah Pratama, Firman Hadi S Pratiwi Dwi Karyati Pudjianto, Udik Pudjianto, Udik Purwaningrum, Sri Wulan Putra, Eka Prasetya rachmad hariyadi, rachmad Radi Radi retnawati, lestari Retnawati, Lestari RIFALDHIPUTRA AGASTA, BAGAS Rini, Titien Setiyo Riries Rulaningtyas Septian Roselina Dwi Ariani Septian Roselina Dwi Ariani, Septian Roselina Dwi Shofiya Syidada Shofiya Syidada Siswoyo Siswoyo Soepriyono, Soepriyono Suhardik Nirmansyah syamrama, ligar tara braja, tara Tawaqal Teguh Abid permadi Tjatursari Widiartin Udik Pudjianto Udik Pudjianto Udik Pudjianto udik pudjianto Wahyuni, Desi Rully Waskito, Johan Paing Heru Wijaya, Firman Hadi S wira lamba, wira Wisnu Yudo Untoro Wisnujatia, Nugrahini Susantinah