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All Journal Sainteks Jurnal Mantik Journal of Islamic Philanthropy and Disaster Jurnal Sistem Informasi Journal of Computer Science Advancements
Diana Yusuf
Institut Teknologi Dan Bisnis Ahmad Dahlan
Religion Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Languange, Linguistic, Communication & Media Mechanical Engineering Medicine & Pharmacology Social Sciences

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Journal : journal of computer science advancements

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Application of K-Means Clustering Algorithm to Obtain Recommendations for Strategies to Increase the Number of Students in the Information Systems Study Program at ITB Ahmad Dahlan Jakarta Diana Yusuf; Xie Guilin; Deng Jiao
Journal of Computer Science Advancements Vol. 1 No. 4 (2023)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/jsca.v1i4.581

Abstract

The rapid development of technology today has almost touched all sectors of life such as the economy, health and education. The technology currently used produces a lot of data every day, one of which is in the field of education. Data mining is a group of methods used to investigate and reveal complex relationships in very large data sets. Data here means information organized in a tabular format, as is often used in relational database management. This research uses data from the academic section of ITB Ahmad Dahlan, namely data on students of the Information Systems study program from 2019 to 2022. The attributes that will be used for this research are student gender, student employment status and student achievement index.  Recommendations for promotional strategies to increase the number of new students are to conduct visits to high schools or vocational schools. Not only that, the new student admission team can also promote to companies or offices.
Co-Authors Arif Budimanta Arifin, Arifin Bayangkari Karno, Adhitio Satyo Cakranegara, Pandu Adi Deng Jiao Elliya Sestri Fahrul Razi Fikri Haikal Iwan Setiadi Muhajir Syamsu Nada Kamilia Nanny Mayasari Nofirman, Nofirman Shevti Arbekti Arman Singgih Adhi Prasetyo Uki Masduki Vany Terisia Widi Hastomo Xie Guilin