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Vol.9, No.3, August 2020. ISSN: 2217-8309 eISSN: 2217-8333
TEM Journal
TECHNOLOGY, EDUCATION, MANAGEMENT, INFORMATICS Association for Information Communication Technology Education and Science |
Educational Data Mining (EDM)on the use of the Internet in the World of Indonesian Education
Robbi Rahim
© 2020 Robbi Rahim, published by UIKTEN. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. (CC BY-NC-ND 4.0)
Citation Information: TEM Journal. Volume 9, Issue 3, Pages 1134-1140, ISSN 2217-8309, DOI: 10.18421/TEM93-39, August 2020.
Received: 21 July 2020. Revised: 07 August 2020.
Abstract:
The purpose of this research is to analyze internet users in the world who are educated in Indonesia by utilizing computer science techniques. The use of the internet in question is the percentage in accessing the internet for ages 5-12 years old, 13-15 years old and 16-18 years old. The data source used is from https://www.bps.go.id/. The method used is kmedoids, while mapping in the form of clusters in this study uses 2 labels namely C1: high cluster for internet use and C2: low cluster for internet use. The results mention that the islands of Sumatra and Java dominate in the use of the internet in all ages. The results state that k-medoids can be applied to the case of mapping internet usage with an accuracy of mentioning above 90% and an error rate below 5%.
Keywords –Data Mining, Internet use, education, kmedoids,Indonesia. |
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