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Think of the Children: A methodology for measuring the effectiveness of adaptive learning applications
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pygotham_2015
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Marks
Author(s):
Hillary Green-Lerman
Location
Room 704
Date
aug Sun 16
Days Raw Files
Start
14:30
First Raw Start
14:07
Duration
00:25:00
Offset
0:22:10
End
14:55
Last Raw End
14:59
Chapters
00:00
0:00:02
0:16:28
Total cuts_time
20 min.
https://pygotham.org/2015/talks/217/think-of-the-children-a-methodology-for-measuring-the-effectiveness-of-adaptive-learning-applications
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Adaptive learning technology is used to provide personalized learning experiences for students. A common implementation provides individualized follow-up assignments for struggling students. Using observed data, we show how to use bootstrapping and rejection sampling to create a valid comparative study of groups of students who do and don’t use adaptive technology, even when the samples are not uncorrelated.
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The Science of Doubt: Creating Good Controls for Data Science Experiments. Think_of_the_Children_A_methodology_for_measuring_the_effectiveness_of_adaptive_learning_applications
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