Cristina Heffernan

Orcid: 0009-0009-4114-9892

According to our database1, Cristina Heffernan authored at least 15 papers between 2007 and 2023.

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Bibliography

2023
How Common are Common Wrong Answers? Crowdsourcing Remediation at Scale.
Proceedings of the Tenth ACM Conference on Learning @ Scale, 2023

Implementing and Evaluating ASSISTments Online Math Homework Support At large Scale over Two Years: Findings and Lessons Learned.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2017
Guidance counselor reports of the ASSISTments college prediction model (ACPM).
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

Feedback Design Patterns for Math Online Learning Systems.
Proceedings of the 22nd European Conference on Pattern Languages of Programs, 2017

Modeling Wheel-spinning and Productive Persistence in Skill Builders.
Proceedings of the 10th International Conference on Educational Data Mining, 2017

2015
Towards better affect detectors: effect of missing skills, class features and common wrong answers.
Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015

Blocking Vs. Interleaving: Examining Single-Session Effects Within Middle School Math Homework.
Proceedings of the Artificial Intelligence in Education - 17th International Conference, 2015

2014
Population validity for educational data mining models: A case study in affect detection.
Br. J. Educ. Technol., 2014

The ASSISTments Ecosystem: Building a Platform that Brings Scientists and Teachers Together for Minimally Invasive Research on Human Learning and Teaching.
Int. J. Artif. Intell. Educ., 2014

2013
Estimating the Effect of Web-Based Homework.
Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

2011
Comparing of Traditional Assessment with Dynamic Testing in a Tutoring System.
Proceedings of the 4th International Conference on Educational Data Mining, 2011

Feedback during Web-Based Homework: The Role of Hints.
Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

2009
Using Mixed-Effects Modeling to Analyze Different Grain-Sized Skill Models in an Intelligent Tutoring System.
IEEE Trans. Learn. Technol., 2009

2007
The Effect of Model Granularity on Student Performance Prediction Using Bayesian Networks.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Analyzing Fine-Grained Skill Models Using Bayesian and Mixed Effects Methods.
Proceedings of the Artificial Intelligence in Education, 2007


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