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

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

doi:10.1007/978-3-642-17407-0_4

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

人間科学部

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	https://doi.org/10.1007/978-3-642-17407-0_4
出版ステータス	Published - 2010 12月 1
イベント	9th International Conference on Advances in Web-Based Learning, ICWL 2010 - Shanghai, China 継続期間: 2010 12月 8 → 2010 12月 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)
巻	6483 LNCS
ISSN（印刷版）	0302-9743
ISSN（電子版）	1611-3349

Conference

Conference	9th International Conference on Advances in Web-Based Learning, ICWL 2010
国/地域	China
City	Shanghai
Period	10/12/8 → 10/12/10

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）

文献へのアクセス

10.1007/978-3-642-17407-0_4

他のファイルとリンク

引用スタイル

Chen, J., Man, H., Yen, N. Y., Jin, Q., & Shih, T. K. (2010). Dynamic navigation for personalized learning activities based on gradual adaption recommendation model. In Advances in Web-Based Learning, ICWL 2010 - 9th International Conference, Proceedings (pp. 31-40). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6483 LNCS). https://doi.org/10.1007/978-3-642-17407-0_4

Dynamic navigation for personalized learning activities based on gradual adaption recommendation model. / Chen, Jian; Man, Haifeng; Yen, Neil Y. その他.
Advances in Web-Based Learning, ICWL 2010 - 9th International Conference, Proceedings. 2010. p. 31-40 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6483 LNCS).

研究成果: Conference contribution

Chen, J, Man, H, Yen, NY, Jin, Q & Shih, TK 2010, Dynamic navigation for personalized learning activities based on gradual adaption recommendation model. in Advances in Web-Based Learning, ICWL 2010 - 9th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6483 LNCS, pp. 31-40, 9th International Conference on Advances in Web-Based Learning, ICWL 2010, Shanghai, China, 10/12/8. https://doi.org/10.1007/978-3-642-17407-0_4

Chen J, Man H, Yen NY, Jin Q, Shih TK. Dynamic navigation for personalized learning activities based on gradual adaption recommendation model. In Advances in Web-Based Learning, ICWL 2010 - 9th International Conference, Proceedings. 2010. p. 31-40. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-17407-0_4

Chen, Jian ; Man, Haifeng ; Yen, Neil Y. その他. / Dynamic navigation for personalized learning activities based on gradual adaption recommendation model. Advances in Web-Based Learning, ICWL 2010 - 9th International Conference, Proceedings. 2010. pp. 31-40 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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

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