Dynamic navigation for personalized learning activities based on gradual adaption recommendation model

Jian Chen, Haifeng Man, Neil Y. Yen, Qun Jin, Timothy K. Shih

研究成果: 書貢獻/報告類型會議論文篇章同行評審

7 引文 斯高帕斯(Scopus)

摘要

This study aims to provide learners with appropriate learning activities navigation based on a learning process recommendation system that gradually adapts to their needs. A learning activity consists of a series of purposeful learning actions with a specific sequence. In the system, user profile is generated from various learning related activities that are collected over different time spans. A dynamic user group is generated based on the similarity of user profiles which have had successful learning experience, and can be used to create a personalized navigation of learning activities for a target learner. In this paper, after introducing how to create a dynamic design of learning activities navigation, we focus on discussing the design and implementation issues of the prototype system for personalized learning support.

原文???core.languages.en_GB???
主出版物標題Advances in Web-Based Learning, ICWL 2010 - 9th International Conference, Proceedings
頁面31-40
頁數10
DOIs
出版狀態已出版 - 2010
事件9th International Conference on Advances in Web-Based Learning, ICWL 2010 - Shanghai, China
持續時間: 8 12月 201010 12月 2010

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
6483 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

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???event.eventtypes.event.conference???9th International Conference on Advances in Web-Based Learning, ICWL 2010
國家/地區China
城市Shanghai
期間8/12/1010/12/10

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