Heffernan, Neil

The ASSISTments Ecosystem: Building a Platform that Brings Scientists and Teachers Together for Minimally Invasive Research on Human Learning and Teaching

Heffernan, N. T., & Heffernan, C. L. (2014) · International Journal of Artificial Intelligence in Education

Intelligent Tutoring Systems and Adaptive LearningOnline Learning and Analytics

Cited by 616

Population validity for educational data mining models: A case study in affect detection

Ocumpaugh, J., Baker, R., Gowda, S., Heffernan, N., & Heffernan, C. (2014) · British Journal of Educational Technology

Online Learning and AnalyticsIntelligent Tutoring Systems and Adaptive Learning

Cited by 168

Detecting Learning Moment-by-Moment

Baker, R. S. J. D., Goldstein, A. B., & Heffernan, N. T. (2011) · International Journal of Artificial Intelligence in Education

Intelligent Tutoring Systems and Adaptive LearningOnline Learning and Analytics

Cited by 66

“Towards an understanding of affect and knowledge from student interaction with an intelligent tutoring system,”

San Pedro, M. O. Z., Baker, R. S. J. D., Gowda, S. M., & Heffernan, N. T. (2013) · Lecture notes in computer science

Intelligent Tutoring Systems and Adaptive LearningOnline Learning and Analytics

Cited by 60

MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education

Shen, J. T., Yamashita, M., Prihar, E., Heffernan, N., Wu, X., Graff, B., & Lee, D. (2021) · arXiv

Topic ModelingIntelligent Tutoring Systems and Adaptive Learning

Cited by 47

Automated Feedback for Student Math Responses Based on Multi-Modality and Fine-Tuning

Li, H., Li, C., Xing, W., Baral, S., & Heffernan, N. (2024) · Proceedings of the 14th Learning Analytics and Knowledge Conference

Intelligent Tutoring Systems and Adaptive LearningEducational Technology and Assessment

Cited by 29

Blocking Vs. Interleaving: Examining Single-Session Effects Within Middle School Math Homework

Ostrow, K., Heffernan, N., Heffernan, C., & Peterson, Z. (2015) · Lecture Notes in Computer Science

Intelligent Tutoring Systems and Adaptive LearningVisual and Cognitive Learning Processes

Cited by 23

Comparing Different Approaches to Generating Mathematics Explanations Using Large Language Models

Prihar, E., Lee, M., Hopman, M., Kalai, A. T., Vempala, S., Wang, A., Wickline, G., Murray, A., & Heffernan, N. (2023) · Communications in Computer and Information Science

Intelligent Tutoring Systems and Adaptive LearningArtificial Intelligence in Education

Cited by 18

Precise Unbiased Estimation in Randomized Experiments using Auxiliary Observational Data

Gagnon-Bartsch, J. A., Sales, A. C., Wu, E., Botelho, A. F., Erickson, J. A., Miratrix, L. W., & Heffernan, N. T. (2021) · arXiv

Advanced Causal Inference TechniquesOptimal Experimental Design Methods

Cited by 1