Social Collaborative Filtering Approach for Recommending Courses in an E-learning Platform

In recent years, learning online using the e-learning platforms becomes indispensable in the teaching process. Companies and scientific researchers try to find new optimal methods and approaches that can improve education online. In this paper, we propose a new recommendation approach for recommendi...

Full description

Saved in:
Bibliographic Details
Main Authors: MADANI, Youness, ERRITALI, Mohammed, BENGOURRAM, Jamaa, SAILHAN, Francoise
Format: Conference Proceeding
Language:English
Subjects:
Collaborative Filtering
E-learning
Recommender Systems
Sentiment Analysis
Social Filtering
Social Network
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In recent years, learning online using the e-learning platforms becomes indispensable in the teaching process. Companies and scientific researchers try to find new optimal methods and approaches that can improve education online. In this paper, we propose a new recommendation approach for recommending relevant courses to learners. Our method is based on social filtering and collaborative filtering for defining the best way in which the learner must learn, and recommend courses which better much the learner’s profile and social content.
ISSN:1877-0509
1877-0509
DOI:10.1016/j.procs.2019.04.166