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All Journal Semantik EXPERT: Jurnal Manajemen Sistem Informasi dan Teknologi Jurnal Transformatika CESS (Journal of Computer Engineering, System and Science) Jurnal Pilar Nusa Mandiri IKRA-ITH Informatika : Jurnal Komputer dan Informatika SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan ELT-Lectura IKRA-ITH ABDIMAS Jurnal Telematika Informatika : Jurnal Informatika, Manajemen dan Komputer RADIAL: JuRnal PerADaban SaIns RekAyasan dan TeknoLogi Systematics Idealis : Indonesia Journal Information System Bit (Fakultas Teknologi Informasi Universitas Budi Luhur) Aptekmas : Jurnal Pengabdian Kepada Masyarakat Prosiding Seminar Nasional Sisfotek (Sistem Informasi dan Teknologi Informasi) Jurnal Ticom: Technology of Information and Communication Jurnal Karya Abdi Masyarakat Jurnal Pengabdian Pada Masyarakat Telematika MKOM Jurnal Kabar Masyarakat Jurnal Ticom: Technology of Information and Communication Jurnal Pengabdian Masyarakat Tekno Indonesia Bergerak: Jurnal Hasil Kegiatan Pengabdian Masyarakat Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK) JuTISI (Jurnal Teknik Informatika dan Sistem Informasi) RADIAL: Jurnal Peradaban Sains, Rekayasa dan Teknologi Teknologi : Jurnal Ilmiah Sistem Informasi
Anita Diana
Fakultas Teknologi Informasi, Universitas Budi Luhur
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Journal : Jurnal Pilar Nusa Mandiri

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NEW STUDENT CLUSTERIZATION BASED ON NEW STUDENT ADMISSION USING DATA MINING METHOD Diana, Anita; Ariesta, Atik; Wibowo, Arief; Risaychi, Diva Ajeng Brillian
Jurnal Pilar Nusa Mandiri Vol 19 No 1 (2023): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Peri
Publisher : LPPM Universitas Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/pilar.v19i1.4089

Abstract

The process of admitting new students to the Faculty of Information Technology (FTI) at Universitas Budi Luhur produces a large amount of student data in the form of student profile data and other data. This happens causing a buildup of new student data, thus affecting the search for information on that data. This study aims to classify regular undergraduate admissions data at the Faculty of Information Technology (FTI) Universitas Budi Luhur by utilizing the data mining process using the clustering technique. The algorithm used for clustering is the K-Means algorithm. K-Means is a non-hierarchical clustering data method that can group student data into several clusters based on the similarity of the data, so that student data with the same characteristics is grouped in one cluster and those with different characteristics are grouped in another cluster. An implementation using RapidMiner is used to help find accurate values. This research produced a description of what clusters were formed from data on regular undergraduate admissions at the Faculty of Information Technology (FTI) at Universitas Budi Luhur. This will help recommend decision-making to determine the marketing promotion strategy for each study program at Universitas Budi Luhur. Based on the results of the K-Means algorithm cluster, it can also be seen which majors or study programs are of interest in each school from which new students come.
Co-Authors Achadiani , Dwi Achadiani, Dwi Achadiani, Dwi Adeline, Bianca Vania Andika Fauzan Pratama Andrean Rizki Ramadan Anggraeni Dyah S Anif, Mohammad Ardhiansyah, Muhammad Rafly Ari Saputro, Ari Arief Wibowo Aryasanti, Agnes Athariq Rifki Yanda Atik Ariesta Azizah Febriani Bruri Trya Sartana Celina Pertiwi Deni Mahdiana Dwi Achadiani Dwi Achadiani Dwi Achadiani Dwi Achadiani Dwi Setyo Aji Dyah Retno Utari Dyah Retno Utari Dyah Retno Utari Dyah Retno Utari, Dyah Retno Eka Hadi Subekti Elizabaeth Ginting Endriyanto Endriyanto Faisal Faisal Fajar Setiawan Farhan Hariri Farida Ariyani, Pipin fariz putra Fatmasari Fatmasari Fatmasari Fatmasari Fatmasari Fatur Ristia Febry Aryo Riandhito Ferdiansyah Ferdiansyah Frayudha Ristia Gumelar Fu'adi, M. Irsyad Ganjar Tri Nugroho Ginting, Elizabaeth Grace Gata, Grace Hadi, Kemal Hendri Irawan Hermawan, Dandi Hestya Patrie Humisar Hasugian Indah Puspasari Handayani Ita Novita Kemal Hadi Khoiri, Achmad Lauw Li Hin Lusi Marleni, Lusi Mahendrasyah, Ihjal Maulana Nurdin Mayonda Mohamad Parli Merlina Merlina Mochammad Fachrizal MUFTI MUFTI, MUFTI Muhamad Ajie Panca Kurniawan Muhammad Dzakky Imaduddin Ikhwani Muhammad Ircham Zamroni Muhammad Satryandi Ogansyah Mukti, Alfian Nagari, Abednego Berly Dewa Nurwati, Nurwati Parli, Afri Nur Akbar Prabowo Adi Pangestu Putra, Arief Indrawan Putra, Bintang Rama PUTRA, RICKY WIDYANANDA Putri Suryandari Rahmat Fajar Ranting Damar Ayu Ratna Ujiandari Renaldi Setiawan Putra Reva Ragam Santika Risaychi, Diva Ajeng Brillian Rismawandi, Rismawandi Rizka Aulia Nurrochmah Rizky Tahara Shita Roberto Cornaleus Rudi Santoso Rusdah Rusdah Rusdah Shita, Rizky Tahara Subandi Subandi Suci Nurhanijah Sulhi Romadhoni Syahputra, Angga Tarigan, Fatmasari Tiaharyadini, Rizka Titin Fatimah Wahyu Pramusinto Wendi Usino Wiharto, Yudi Wulandari, Retno Yandika Gema Yuliazmi, Yuliazmi