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

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

*この研究の対応する著者

研究成果: Conference contribution

7 被引用数 (Scopus)

抄録

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.

本文言語English
ホスト出版物のタイトルAdvances in Web-Based Learning, ICWL 2010 - 9th International Conference, Proceedings
ページ31-40
ページ数10
DOI
出版ステータスPublished - 2010 12 1
イベント9th International Conference on Advances in Web-Based Learning, ICWL 2010 - Shanghai, China
継続期間: 2010 12 82010 12 10

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
6483 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Conference

Conference9th International Conference on Advances in Web-Based Learning, ICWL 2010
国/地域China
CityShanghai
Period10/12/810/12/10

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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