Data Analysis of Informatics Engineering Students of Islamic University of Kuantan Singingi
Abstract
Increasing student enrolment is the hope of any study program, including the study program at the Islamic University of Kuantan Singingi, especially the Informatics Engineering study program. During its existence, the Informatics Engineering program has experienced ups and downs in the number of students. This circumstance naturally affects the workload of the Informatics Engineering lecturers and the burden on the university's operating costs. So far, efforts have been made to increase the number of students, but this has not been done by analyzing existing student data. This study aims to analyze the existing student data in the hope that the results of this analysis can be useful for the Informatics Engineering study program at the Kuantan Singingi Islamic University of Kuantan Singingi to make decisions to increase the number of students in the future. Students in the Informatics Engineering study program come from different regions in Kuantan Singingi Regency and the surrounding districts. This is an opportunity for the university to analyze and visualize areas with a large number of enrollees. Using R programming, this student data can be easily visualized and presented.
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References
Ahmad Riyadh Al Faathin, Eko Sakti Pramukantoro, Fariz Andri Bakhtiar. (2019). Pengembangan Personal Data Analitik Menggunakan PHP-ML dan Apache Spark pada IoT Cloud Apps. Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer, 3911-3921.
Annisa Rahmala, Don Ardhito, Leo Riska. (2022). Analitik Big Data: Social Media Mining. Jurnal Creative Education of Research in Information Technology and Artificial informatics, 164 - 170.
Arfhan Prasetyo, Numan Musyaffa, Ricki Sastra. (2020). Implementasi Data Mining Untuk Analisis Data Penjualan Menggunakan Algoritma Apriori Studi Kasus Dapoerin's. Jurnal Khatulistiwa Informatika, VIII, 94 - 99.
Darono, A. (2020). Data Analytics Dalam Administrasi Pajak Di Indonesia : Kajian Institutional Arrangement. Jurnal Teknik Informatikan dan Sistem Informasi, 6, 195 - 2011.
Dewanti Anggrahini, Nani Kurniati, Abiyyu Dimas Prasanto, Mohammad Imron, Muhammad Ainul Yaqin. (2020). Implementasi Data Analitik Untuk Penentuan Jadwal Pemeliharaan Mesin Pada Perusahaan Manufaktur Kontinu Skala Besar. Jurnal Sisfo, 9, 21 - 28.
Febrian. (2021). Audit Data Analytics Dengan MS-Excel : Use Case Pemeriksaan Pajak. Jurnal Pajak Indonesia, 5, 49 - 56.
Hartama, D. (2018). Analisa Visualisasi Data Akademik Menggunakan Tableau Big Data. Jurnal Riset Sistem Informasi Dan Teknik Informatika (JURASIK), 3, 46 - 55.
Maskur, Mohammad Agung A. M., Wildan Soeharso. (2019). Analisis Dan Perancangan Data Warehouse Evaluasi Mahasiswa Studi Kasus Pada Jurusan Teknik Informatika UMM. Repositor, 1, 59 - 68.
Narendra, A. P. (2015). Data Besar, Data Analisis, dan Pengembangan Kompetensi Pustakawan. Record and Library, 1, 83 - 93.
Rahadian, Muhammad Izman Herdiansyah. (2022). Membangun Model Data Analitik Green Logistik di Toko Pengrajin Batiq Colet Jumputan Tuan Kentang Palembang. Jurnal Mantik, 6, 2495-2501.
Rima Tamara Aldisa, Pandu Maulana, Mohammad Aldinugroho Abdullah. (2022). Penerapan Big Data Analytic Terhadap Strategi Pemasaran Job Portal di Indonesia dengan Karakteristik Big Data 5V. Jurnal Sistem Komputer dan Informatika (JSON), 3, 267−272.
Rina Dewi Sari Indah, Yuwono Sindunata. (2014). Penerapan Data Mining untuk Analisa Pola Prilaku Nasabah dalam Pengkreditan Menggunakan Metode C.45 Studi Kasus Pada KSU Insan Kamil Demak. Jurnal Ilmiah Teknologi dan Informasi ASIA, 8, 10 - 16.
Rizqi Putri Nourma Budiarti, Firman Yudianto. (2019). Penerapan Analisa Big Data pada Klasifikasi Kondisi Jalan untuk Mendukung Smart City. Applied Technology and Computing Science Journal, 2, 79 - 88.
Sinung Suakanto, Aldi Christy, Ventje J. L. Engel, Dina Angela. (n.d.). Pengembangan Sistem Prediksi Harga Pasar Properti Menggunakan Big Data Platform. Jurnal Telematika, 13, 19 - 25.
Sri Mahrani, Ira Daniah Pasi, Andi Karina Mutmainnah, Sri Wulan Purnama Samosir, Indra Gunawan. (2021). Proses Pembangunan Smart City di Indonesia Menggunakan Metode Big Data Analystis Dalam Penerapan E-Commerce. Media Jurnal Informatika, 13, 57 - 63.
Nikmatur Ridha (2021). Proses Penelitian, Masalah, Variabel dan Paradigma Penelitian. Hikmah, 14, 62 – 70.
Arikunto, Suharsimi. (2012). Prosedur Penelitian Suatu Pendekatan Praktek. Cet. 12. Jakarta: PT. Rineka Cipta.
Arikunto, Suharsimi. (2013). Manajemen Penelitian. Cet. 12. Jakarta: PT. Rineka Cipta.
Emzir, (2007). Metodologi Penelitian Pendidikan Kuantitatif & Kualitatif. Jakarta: PT. Raja Grafindo Persada.
Putra, Nusa. (2013). Research & Development, Penelitian dan Pengembangan: Suatu Pengantar, Cet. 2. Jakarta: PT. RajaGrafindo Persada.
Sanjaya, Wina. (2014). Penelitian Pendidikan, Jenis, Metode, dan Prosedur. Cet. 2. Jakarta: Kencana Prenada Media Group.
Sedarmayanti dan Hidayat, (2011). Metodologi Penelitian. Bandung: CV Mandar Maju.
Aprizal,(2018). Sistem Informasi Rekapitulasi Nilai Siswa Pada Smpn 9 Benai, 1, 80 – 91.
Alvendo Wahyu Aranski, Koko Handoko,(2019). Data Mining dalam Pengelompokan Nilai IQ Siswa, 2, 13 - 22.
Muhamad Tabrani,(2022). Implementation of Prototype Method in School Payment Information System of SMP AL-Mushlis Karawang, 5, 64 – 72.
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