Journal of Telematics and Informatics
Vol 9, No 1 (2021)

Recommendation Systems for Online Learning Materials Using Cosine Similarity and Simple Additive Weighting

Iska Yanuartanti (Sultan Agung Islamic University, Semarang)
Imam Much Ibnu Subroto (Universitas Islam Sultan Agung)
Arief Marwanto (Universitas Islam Sultan Agung)



Article Info

Publish Date
24 Jun 2022

Abstract

This study focuses on searching for teaching materials in order to obtain relevant teaching material information appropriately for further use as material for recommendation of course material to students using the Cosine Similarity method and calculating weighting using the Simple Additive Weighting (SAW) method. With the SAW method, 3 criteria and weight values are determined for each attribute, followed by a ranking process. So that in the end the search results that are ranked in the order of similarity and most relevant can be displayed and then selected and used as recommendations in the student's e-learning learning system. From the results of the study, the Cosine Similarity and SAW methods have provided a fairly good/effective recommendation with an average precision of 0.7867 and a recall of 0.766 so that this method is appropriate to be placed in campus e-Learning

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Journal Info

Abbrev

JTI

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Journal of Telematics and Informatics (e-ISSN: 2303-3703, p-ISSN: 2303-3711) is an interdisciplinary journal of original research and writing in the wide areas of telematics and informatics. The journal encompasses a variety of topics, including but not limited to: The technology of sending, ...