Learning Analytics in Higher Education: Current Innovations, Future Potential, and Practical Applications
暫譯: 高等教育中的學習分析:當前創新、未來潛力與實務應用

  • 出版商: Routledge
  • 出版日期: 2018-07-30
  • 售價: $6,780
  • 貴賓價: 9.5$6,441
  • 語言: 英文
  • 頁數: 216
  • 裝訂: Hardcover
  • ISBN: 1138302139
  • ISBN-13: 9781138302136
  • 海外代購書籍(需單獨結帳)

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商品描述

Learning Analytics in Higher Education provides a foundational understanding of how learning analytics is defined, what barriers and opportunities exist, and how it can be used to improve practice, including strategic planning, course development, teaching pedagogy, and student assessment. Well-known contributors provide empirical, theoretical, and practical perspectives on the current use and future potential of learning analytics for student learning and data-driven decision-making, ways to effectively evaluate and research learning analytics, integration of learning analytics into practice, organizational barriers and opportunities for harnessing Big Data to create and support use of these tools, and ethical considerations related to privacy and consent. Designed to give readers a practical and theoretical foundation in learning analytics and how data can support student success in higher education, this book is a valuable resource for scholars and administrators.

商品描述(中文翻譯)

《高等教育中的學習分析》提供了對學習分析的基本理解,包括其定義、存在的障礙與機會,以及如何利用學習分析來改善實踐,包括戰略規劃、課程開發、教學法和學生評估。知名的貢獻者從實證、理論和實踐的角度探討了學習分析在學生學習和數據驅動決策中的當前使用情況及未來潛力,如何有效評估和研究學習分析,將學習分析整合到實踐中,利用大數據創造和支持這些工具的組織障礙與機會,以及與隱私和同意相關的倫理考量。本書旨在為讀者提供學習分析的實踐和理論基礎,以及數據如何支持高等教育中學生的成功,是學者和管理者的重要資源。