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Sari, Febrina
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Journal : Building of Informatics, Technology and Science

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Implementasi Algoritma K-Modes Untuk Mengukur Tingkat Kepuasan Mahasiswa Terhadap Pembelajaran Daring Desyanti, Desyanti; Yusrizal, Yusrizal; Sari, Febrina
Building of Informatics, Technology and Science (BITS) Vol 3 No 4 (2022): March 2022
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (623.929 KB) | DOI: 10.47065/bits.v3i4.1401

Abstract

The outbreak of the corona virus outbreak has made the economic system, education system and other systems very chaotic. That is why Dumai College of Technology has participated in implementing online learning from March 2020 to June 2021 in accordance with government regulations. Brave learning is an alternative in overcoming the lecture system, so students no longer come to campus and only attend lectures from home. Although learning activities are carried out boldly, lectures must still pay attention to the quality and quality of learning, that's why we need a method to analyze the level of student satisfaction in the bold learning process, which can later be used as evaluation material by the campus. The use of the k-modes clustering algorithm is to group the satisfaction results into several clusters including very satisfied, satisfied, dissatisfied and very dissatisfied and the data processed is data in the form of categorical data or data in the form of classification by performing matching equations between training data and centroids for looking for the closest distance and the value of the objective equation, the sample used was 100 respondents who filled out the satisfaction assessment questionnaire, from the results of the questionnaire data processing the cluster was very satisfied with a percentage of 22%, the cluster was satisfied 69%, the cluster was not satisfied 5% and the last in the very dissatisfied cluster as much as 4%
Co-Authors anti, Desy Arif, M Baroqah, Ummul Dahyul Daipon Desyanti Desyanti - Desyanti Desyanti Desyanti Faisal, Rudi Febrina, Wetri Fitri Yanti Fitriana, Liza Hakim, Darul Jaya, Rizki Bagas Dwi Julanos, Julanos Mahmud, Soni Fajar Merina Pratiwi Muhammad Arif Noto Wiroto Nur Ardhi, Alfian Nuryasin Abdillah Rahmi, Hanifatul Ramadhani, Masyitha Srihandayani, Susy Suarlin, John Utama, Dian Vivianty, Nancy Welly Desriyati Wilson Wilson Yusrizal Yusrizal