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All Journal ELINVO (Electronics, Informatics, and Vocational Education) JAIS (Journal of Applied Intelligent System) Voice Of Informatics CSRID (Computer Science Research and Its Development Journal) SENSITEK E-JURNAL JUSITI : Jurnal Sistem Informasi dan Teknologi Informasi
Egi Badar Sambani, Egi Badar
STMIK Tasikmalaya
Computer Science & IT Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering

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Journal : ELINVO (Electronics, Informatics, and Vocational Education)

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Student Competency Association Analysis For Learning Evaluation Using Apriori Algorithm Evi Dewi Sri Mulyani; Yuda Purnama Putra; Egi Badar Sambani; Shinta Siti Sundari; Teuku Mufizar; Muhamad Satrio Nugraha
Elinvo (Electronics, Informatics, and Vocational Education) Vol 6, No 2 (2021): November 2021
Publisher : Department of Electronic and Informatic Engineering Education, Faculty of Engineering, UNY

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (830.346 KB) | DOI: 10.21831/elinvo.v6i2.42264

Abstract

Evaluation activities as a process in a learning program are one of the keys to improving the quality of education that will be accepted by students in learning. Therefore it is important for a teacher in how to understand the lack of learning given to students. Based on this, an analysis was carried out using the Association method with the Apriori Algorithm in finding relationships in the competency value data for each subject. In the Apriori method, it will produce a value that will determine the formation of the pattern. The data used is competency data based on student grades of English class 11 odd semester year class 2019 - 2020 SMK Ar - Rizqi Bina Insani with a total of 108 records with a maximum itemset of 3 itemset. The results of this association analysis produce a relationship between competencies that appear simultaneously, so that it can be used as an evaluation of learning for teachers as a learning improvement strategy for students based on the competence of each subject.
Co-Authors Ati Nursahati Awit Marwati Sakinah Dadang Mulyana Dani Rohpandi Deny Erwandi Evi Dewi Sri Mulyani Fahmi Akbar Fauzi Firham Mulady Fitri Nuraeni Hidayatuloh, Ade Taopik Irfan Maulana Marlina, Rina Muhamad Satrio Nugraha Muhammad Rizki Nugraha Nensi Mardhiani Surgawi Pitriah Nopitasari Riesy Putri Navia Shinta Siti Sundari Srihermaning, Nova _ Teuku Mufizar Widya Octaviani Yoga Handoko Agustin Yuda Purnama Putra Yundari, Yundari