Thanaporn Patikorn

According to our database1, Thanaporn Patikorn authored at least 8 papers between 2016 and 2019.

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Bibliography

2019
Developing Early Detectors of Student Attrition and Wheel Spinning Using Deep Learning.
TLT, 2019

Generalizability of Methods for Imputing Mathematical Skills Needed to Solve Problems from Texts.
Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

2018
Using Big Data to Sharpen Design-Based Inference in A/B Tests.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

2017
Observing Personalizations in Learning: Identifying Heterogeneous Treatment Effects Using Causal Trees.
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

Causal Forest vs. Naive Causal Forest in Detecting Personalization: An Empirical Study in ASSISTments.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

Using a Single Model Trained across Multiple Experiments to Improve the Detection of Treatment Effects.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

An Offline Evaluation Method for Individual Treatment Rules and How to Find Heterogeneous Treatment Effect.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

2016
ASSISTments Dataset from Multiple Randomized Controlled Experiments.
Proceedings of the Third ACM Conference on Learning @ Scale, 2016


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