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Muhammad Ridwan Lubis
Universitas Muslim Nusantara Al Washliyah, Medan
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Journal : Journal of Computing and Informatics Research

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Klasifikasi Peminatan Topik Keilmuan Dalam Penyelesaian Studi Menggunakan Algoritma Naive Bayes Waldi Setiawan; Dedy Hartama; Muhammad Ridwan Lubis; Ihsan Syajidan; Agus Perdana Windarto
Journal of Computing and Informatics Research Vol 3 No 2 (2024): March 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/comforch.v3i2.1200

Abstract

Academic expertise is a subject of study taught at the university level to assist students in completing their thesis writing, thereby enabling them to successfully complete their graduate studies. The chosen academic specialization aligns with the vision and mission of each program and can have a positive impact on the university. Students' chosen fields of expertise in completing their studies may either align or not align with the program's vision and mission. The variables used in this research are GPA, MKRV1, MKRV2, and Academic Expertise. The aim of this research is to determine how many students select an academic topic that aligns with the program's vision and mission, particularly in this case, the Computer Science program, as they complete their studies. The Naïve Bayes algorithm is employed in this research, yielding an accuracy rate of 98.11%. This research can provide valuable insights for STIKOM Tunas Bangsa Pematang Siantar to understand the extent to which students from other programs choose academic expertise that aligns with the vision and mission of each program.
Co-Authors Achmad Noerkhaerin Putra Adi Syaputra, Muhammad Yusrizal Agus Perdana Windarto Aisyah, Nurfahana Siti Alifah, Winanda Andi Gilang Permadi Andri Winjaya Laksana Apriliani, Lulu Armaini Ry, Agus Ayunda, Yuli Septya Azhari, Ridhan Azlan Zulhamsyah Budi Hartono Cut Nurita Cut Nurita Cut Nurita Dalimunthe, Nurhafidah Dedy Hartama Denny Suwondo Dhea Halimah Dian Pramana Diana Lubis Eka Irawan Eko Ahadi Fatmawati, Kiki Firzada, Fahmi Gomgom TP Siregar Gultom, Juanda Handi Gunawan Hartama, Dedy Herlina Hanum Harahap Icol Dianto Ihsan Syajidan Iin Parlina Ika Okta Kirana Indra Gunawan Isyani Isyani Johan Irmansyah Kiswara, Qodrat Lihadi, Irfan Lubis, Diana Lubis, Ega Khairunnisa Lubis, Mhd Ansori Lubis, Mhd. Ansori Lukman Nasution Manurung, Dormauli Maryani, Halimatul Moh. Nurul Huda Mohammad Subchan Muhammad Ansori Muhammad Ilham Muhammad Ngazis Nasution, Della Fatricia Ningrum, Haryati Novita, Rini Nurita, Cut Panca Sarjana Putra Parlina, Iin Parlina, Iin Puja Riani Nasution Pulungan, Ja’far Hamzah Putra, Panca Sarjana Rafai, Muhammad Ramadhani, Africo Ratih Mega Puspa Sari Renaldi Renaldi Reza Nurul Ichsan Rini Novita Safii, M. Saifullah Saifullah Saputra, Widodo Septiani, Rizky Siregar, Syawal Amry Situmorang, Yolanda Agustina Solikhun Solikhun, Solikhun Sundari Retno Andani Teuku Daudsyah Venny Fraya Hartin Nst Waldi Setiawan Wanto, Anjar Widodo Saputra Yasmirah Mandasari Saragih