Companies like Amazon and Facebook have systems that continually respond to how users interact with their apps to make the user experience easier. What if educators could use the same strategy of “adaptive experimentation” to regularly improve their teaching materials?
That’s the question posed by a group of researchers who developed a free tool they call the Adaptive Experimentation Accelerator. The system, which harnesses AI, recently won first place in the annual XPrize Digital Learning Challenge, which boasts a purse of $1 million split among winners.
“In Amazon and Facebook, they’re rapidly adjusting conditions and changing what their viewers are seeing to try to quickly better understand what small changes are more effective, and then providing more of those changes out to the audience,” says Norman Bier, director of the Open Learning Initiative at Carnegie Mellon University who worked on the project. “When you think about that in an educational context, it … really opens up the opportunity to give more students the kinds of things that are better supporting their learning.”
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