Content-type: text/html Downes.ca ~ Stephen's Web ~ The PERLA Framework: Blending Personalization and Learning Analytics

Stephen Downes

Knowledge, Learning, Community

From the abstract: "This paper discusses the Personalization and Learning Analytics (PERLA) framework which represents the convergence of personalization and learning analytics and provides a theoretical foundation for effective analytics-enhanced personalized learning." It's important to not that the authors distinguish personalization from adaptation (or adaptive learning systems). "Personalization is learner-driven; the system only helps learners decide what to do next." Anyhow, the framework is based on a cycle alternating execution and evaluation (described by feed-forward and feedback indicators respectively). I'm not sure what it adds specifically but I can imagine it being referenced in future work in this area.

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Stephen Downes Stephen Downes, Casselman, Canada
stephen@downes.ca

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Last Updated: Nov 21, 2024 2:53 p.m.

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