E-Learning Systems: Intelligent Techniques for Personalization (Intelligent Systems Reference Library)
暫譯: 電子學習系統:個性化的智能技術(智能系統參考庫)
Aleksandra Klašnja-Milićević
- 出版商: Springer
- 出版日期: 2018-05-31
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 320
- 裝訂: Paperback
- ISBN: 3319822845
- ISBN-13: 9783319822846
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商品描述
This monograph provides a comprehensive research review of intelligent techniques for personalisation of e-learning systems. Special emphasis is given to intelligent tutoring systems as a particular class of e-learning systems, which support and improve the learning and teaching of domain-specific knowledge.
A new approach to perform effective personalization based on Semantic web technologies achieved in a tutoring system is presented. This approach incorporates a recommender system based on collaborative tagging techniques that adapts to the interests and level of students' knowledge. These innovations are important contributions of this monograph.
Theoretical models and techniques are illustrated on a real personalised tutoring system for teaching Java programming language.
The monograph is directed to, students and researchers interested in the e-learning and personalization techniques.
商品描述(中文翻譯)
這本專著提供了有關個人化電子學習系統的智能技術的綜合研究回顧。特別強調智能輔導系統作為電子學習系統的一個特定類別,這些系統支持並改善特定領域知識的學習和教學。
本書提出了一種基於語義網技術在輔導系統中進行有效個人化的新方法。這種方法結合了一個基於協作標記技術的推薦系統,能夠根據學生的興趣和知識水平進行調整。這些創新是本專著的重要貢獻。
理論模型和技術在一個實際的個人化輔導系統中進行了說明,該系統用於教授 Java 程式語言。
本專著面向對電子學習和個人化技術感興趣的學生和研究人員。