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Tools to Support Data-driven Reflective Learning

Proceedings of the 2017 ACM Conference on International Computing Education Research, 2017
Reflection is a process of "critical review" of previous experiences to inform future action. Reflection has its origins in design and engineering but has gained traction in education as well. Reflective learning affords students the opportunity to reflect critically on their learning and develop metacognitive skills.
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A Survey on Active Deep Learning: From Model Driven to Data Driven

ACM Computing Surveys, 2022
Peng Liu, Lizhe Wang, Rajiv Ranjan
exaly  

What is data-driven learning?

2010
In a brief look to the future the potential for a wider adoption of a data-driven learning approach will be assessed. As no one advocates data-driven learning as the main component in an approach to language learning, but rather as an enhancement of text-based work, the learner may be using the concordance to check if one particular use is correct, and
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Data-driven learning and language learning theories

2015
This chapter discusses various language learning theories underpinning data-driven learning, namely the noticing hypothesis, constructivist learning and Vygotskyan sociocultural theories. A variety of pedagogic initiatives are used to illustrate the relationship between data-driven learning and language learning theories.
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Classroom concordancing and English academic lecture comprehension: an implication of data-driven learning

Computer Assisted Language Learning, 2023
Javad Zare, Sedigheh Karimpour
exaly  

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