45 citations · 94 across the 12 of their papers we have counts for
3 papers · 1 filter
The Utility of Clustering in Prediction Tasks
Shubhendu Trivedi, Zachary A. Pardos, Neil T. Heffernan
We explore the utility of clustering in reducing error in various prediction tasks. Previous work has hinted at the improvement in prediction accuracy attributed to clustering algo…
A Methodology for Discovering how to Adaptively Personalize to Users using Experimental Comparisons
Joseph Jay Williams, Neil Heffernan
We explain and provide examples of a formalism that supports the methodology of discovering how to adapt and personalize technology by combining randomized experiments with variabl…
Using and Designing Platforms for In Vivo Education Experiments
Joseph Jay Williams, Korinn Ostrow, Xiaolu Xiong +6
In contrast to typical laboratory experiments, the everyday use of online educational resources by large populations and the prevalence of software infrastructure for A/B testing l…