Utilization of machine learning to improve usability of the feedback process on student learning evaluation results


FOTO


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ABSTRAK


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This research aims to design an E-learning system with machine learning implementation to assist the process of evaluating student learning outcomes for improving the learning process. The method used is the Cosine Similarity Matching which is a method to measure the comparability between documents or text. In this study, there were 15 students and 15 teachers who were used as samples in the implementation of E-Learning system and evaluation of the usability of E-Learning system using the SUS method. The system testing carried out obtained a fairly good performance, namely the precision test results had a performance of 86.67% and based on the usability test results obtained a value of 61.33 which was counted in the Marginal High category. Thus the E-Learning system that has been built can help facilitate the process of evaluating student learning. It is hoped that this implementation can help make online learning easier.


SUMBER JURNAL


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https://ejournal.unsri.ac.id/index.php/jsi/article/view/15646


JUDUL


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Utilization of machine learning to improve usability of the feedback process on student learning evaluation results


CIT AUTHOR


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Agus Hermanto

Mochamad Sidqon

Nurul Fadilah


CIT PUBLISHED


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2021-11-01


CIT JOURNAL


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JSI: Jurnal Sistem Informasi (E-Journal)


CIT VOLUME


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2


CIT ISSUE


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13


CIT PAGES


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CITATION


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In Text Citation

(Hermanto, 2021)

Bibliography Citation

Hermanto, A. ., Sidqon, M. ., Fadilah, N. ., (2021). Utilization of machine learning to improve usability of the feedback process on student learning evaluation results. JSI: Jurnal Sistem Informasi (E-Journal), 2(13), . https://ejournal.unsri.ac.id/index.php/jsi/article/view/15646

In Text Citation

1

Bibliography Citation

1. Hermanto, A. ., Sidqon, M. ., Fadilah, N. ., Utilization of machine learning to improve usability of the feedback process on student learning evaluation results. JSI: Jurnal Sistem Informasi (E-Journal). 2021;2(13):. https://ejournal.unsri.ac.id/index.php/jsi/article/view/15646

In Text Citation

(Hermanto 2021)

Bibliography Citation

Hermanto, A. ., Sidqon, M. ., Fadilah, N. ., 2021. "Utilization of machine learning to improve usability of the feedback process on student learning evaluation results". JSI: Jurnal Sistem Informasi (E-Journal) 2(13), . https://ejournal.unsri.ac.id/index.php/jsi/article/view/15646

In Text Citation

(Hermanto, 2021)

Bibliography Citation

Hermanto, A. ., Sidqon, M. ., Fadilah, N. ., 2021. Utilization of machine learning to improve usability of the feedback process on student learning evaluation results. JSI: Jurnal Sistem Informasi (E-Journal) [online] 2(13), pp.. Available at: <https://ejournal.unsri.ac.id/index.php/jsi/article/view/15646> [Accessed 01 December 2022].

In Text Citation

[1]

Bibliography Citation

[1]Hermanto, A. ., Sidqon, M. ., Fadilah, N. ., Utilization of machine learning to improve usability of the feedback process on student learning evaluation results. JSI: Jurnal Sistem Informasi (E-Journal), vol. 2, no. 13, pp., 2021. Available: https://ejournal.unsri.ac.id/index.php/jsi/article/view/15646. [Accessed 01 December 2022].