Rancang Bangun Sistem Rekomendasi Materi Pembelajaran Berbasis E-Learning

Dwanoko, Yoyok Seby (2009) Rancang Bangun Sistem Rekomendasi Materi Pembelajaran Berbasis E-Learning. Masters thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

E-Learning membawa pengaruh terjadinya proses transformasi pendidikan konvensional ke dalam bentuk digital, baik secara isi (contents) maupun sistemnya. Untuk membuat pengguna lebih senang belajar dengan e-learning, harus ada banyak inovasi, baik dalam bentuk penyajian maupun dari segi kontennya. Salah satu bentuk inovasinya yaitu sistem rekomendasi materi pada e-learning. Sistem rekomendasi telah diteliti oleh Hervin Islahudin [5]. Tujuan dari sistem rekomendasi bahan ajar yang akan dibangun adalah untuk meningkatkan efektivitas pemberian bahan ajar kepada siswa. Dalam penelitian Tiffany Ya Tang dan Gordon McCalla [1], ditemukan metode penyajian berdasarkan rekomendasi. Usulan tesis kali ini berusaha untuk mengembangkan usulan Tiffany et al. [1] dan usulan Hervin [5], yaitu dengan membangun sistem rekomendasi berdasarkan kelompok siswa yang dikategorikan melalui pre-test, pengelompokan materi yang disajikan, dan post-test, dengan studi kasus pada SMKN 1 Surabaya. Hasil dari penelitian ini yaitu adanya implementasi sistem rekomendasi materi e-learning berbasis web serta adanya evaluasi usabilitas yang dituangkan dalam bentuk kuesioner.
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E-learning influences the transformation process of conventional education into a digital format, in terms of both content and system structure. To make users more eager to learn through e-learning, numerous innovations are required, either in presentation format or content design. One such innovation is a recommendation system for learning materials. Recommendation systems have been investigated by Hervin Islahudin [5], with the objective of enhancing the effectiveness of delivering teaching materials to students. Meanwhile, the research by Tiffany Ya Tang and Gordon McCalla [1] introduced citation-based presentation methods using recommendations. This thesis aims to extend the proposals of Tiffany et al. [1] and Hervin [5] by developing a recommendation system grouped by student performance based on pre-tests, categorized learning materials, and post-tests, using SMKN 1 Surabaya as a case study. The results of this research include the implementation of a web-based e-learning material recommendation system and a usability evaluation presented in the form of a questionnaire.

Item Type:	Thesis (Masters)
Additional Information:	RTIf 004.682 Dwa r
Uncontrolled Keywords:	E-learning, Rancang Bangun, sistem rekomendasi, Evaluasi Usabilitas, E-learning, Similar Design, recommendation system, Evaluation of Usability
Subjects:	T Technology > TE Highway engineering. Roads and pavements > TE228.37 Vehicular ad hoc networks (Computer networks)
Divisions:	Faculty of Information Technology > Informatics Engineering > 55101-(S2) Master Thesis
Depositing User:	magang .
Date Deposited:	18 Sep 2026 07:39
Last Modified:	18 Sep 2026 07:39
URI:	http://repository.its.ac.id/id/eprint/144689

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