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Insights Unleashed: Harnessing AI for Learning Analytics

In: ACHIEVING DIGITAL TRANSFORMATION THROUGH ANALYTICS AND AI

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  • Anna Lissitz

Abstract

This chapter delves into the intersection of artificial intelligence (AI) and learning analytics to explore the transformative power they hold for education. AI is revolutionizing data collection, analysis, and utilization to elevate learning outcomes, from tailored learning journeys to predictive insights. This chapter also explores the ethical dimensions inherent in these advancements. Through real-world examples and case studies, this chapter reviews insights into AI’s capacity to reimagine teaching and learning, fostering adaptability, inclusivity, and efficacy. Whether you’re an educator, a researcher, a policymaker, or simply intrigued by the future of education, this chapter offers an exploration of AI and learning analytics…

Suggested Citation

  • Anna Lissitz, 2025. "Insights Unleashed: Harnessing AI for Learning Analytics," World Scientific Book Chapters, in: Jay Liebowitz (ed.), ACHIEVING DIGITAL TRANSFORMATION THROUGH ANALYTICS AND AI, chapter 9, pages 155-196, World Scientific Publishing Co. Pte. Ltd..
    • Handle: RePEc:wsi:wschap:9789811296475_0009
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    More about this item

    Keywords

    Digital Transformation; AI; Generative Artificial Intelligence (GenAI); Organizational AI Implementation; Innovation; Business Management; Prompt Engineering; Language Models; Learning Analytics; Data Gathering; Data Analytics; Accounting; Knowledge Management;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • M1 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration

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