User Profiling in a SPOC: A method based on User Video Clickstream Analysis

User Profiling in a SPOC: A method based on User Video Clickstream Analysis

In the present paper, we address to construct a structured user profile in a Small Private Online Course (SPOC) based on user’s video clickstream analysis. We adopt an implicit approach to infer user’s preferences and experience difficulty based on user’s video sequence viewing analysis at the click...

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Bibliographic Details
Main Authors: Naima Belarbi, Nadia Chafiq, Mohammed Talbi, Abdelwahed Namir, Elhabib Benlahmar
Format: Article
Language:English
Published: Kassel University Press 2019-01-01
Series:International Journal of Emerging Technologies in Learning (iJET)
Subjects:
Learner/User profile
SPOCs
MOOCs
video Clickstream analysis
Recommendation
Personalization
Bayesian method
Clusters
k-means al-gorithm
Online Access:http://online-journals.org/index.php/i-jet/article/view/9091

Internet

http://online-journals.org/index.php/i-jet/article/view/9091

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