Using Machine Learning Techniques to Capture Engineering Design Behaviors. - James P. Bywater; Mark Floryan; Jennifer L. Chiu; Jie Chao; Corey Schimpf; Charles Xie; Camilo Vieira 001; Alejandra J. Magana; Chandan Dasgupta (ICLS, 2018)

Knowledge Integration in the Digital Age: Trajectories, Opportunities and Future Directions. - Marcia C. Linn; Bat-Sheva Eylon; Adi Kidron; Libby F. Gerard; Emily Toutkoushian; Kihyun; Kristin Dana Bedell Bedell; Amanda Swearingen; Douglas B. Clark; Satyugjit Virk; Jackie Barnes; Deanne Adams; et al. (ICLS, 2018)

The Teacher Responding Tool: Scaffolding the teacher practice of responding to student ideas in mathematics classrooms. - James P. Bywater; Jennifer L. Chiu; James Hong; Vidhya Sankaranarayanan (Comput. Educ., 2019)

Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education. - Debajyoti Datta; Maria Phillips; Jennifer L. Chiu; Ginger S. Watson; James P. Bywater; Laura E. Barnes; Donald E. Brown (CoRR, 2020)

DiSCS: A New Sequence Segmentation Method for Open-Ended Learning Environments. - James P. Bywater; Mark Floryan; Jennifer L. Chiu (AIED (1), 2021)

Virtual Pre-Service Teacher Assessment and Feedback via Conversational Agents. - Debajyoti Datta; Maria Phillips; James P. Bywater; Jennifer L. Chiu; Ginger S. Watson; Laura E. Barnes; Donald E. Brown (BEA@EACL, 2021)

Evaluation of mathematical questioning strategies using data collected through weak supervision. - Debajyoti Datta; Maria Phillips; James P. Bywater; Jennifer L. Chiu; Ginger S. Watson; Laura E. Barnes; Donald E. Brown (CoRR, 2021)

Improving mathematical questioning in teacher training. - Debajyoti Datta; Maria Phillips; James P. Bywater; Jennifer L. Chiu; Ginger S. Watson; Laura E. Barnes; Donald E. Brown (CoRR, 2021)

Human-in-the-Loop Data Collection and Evaluation for Improving Mathematical Conversations. - Debajyoti Datta; Maria Phillips; James P. Bywater; Sarah Lilly; Jennifer L. Chiu; Ginger S. Watson; Donald E. Brown (AIED (2), 2022)

Exploring experienced designers' strategies in a CAD learning environment. - Anne M. McAlister; James P. Bywater; Jennifer L. Chiu (Comput. Appl. Eng. Educ., 2022)

Classifying Mathematics Teacher Questions to Support Mathematical Discourse. - Debajyoti Datta; James P. Bywater; Maria Phillips; Sarah Lilly; Jennifer L. Chiu; Ginger S. Watson; Donald E. Brown (AIED (Posters/Late Breaking Results/...), 2023)

MisstepMath: A Diverse Student Mistake Dataset for AI in Mathematics Teacher Training. - Shahina Mohd Azam Ansari; James P. Bywater; Sarah Lilly; Donald E. Brown; Jennifer L. Chiu (AIED (1), 2025)

Labeling Disagreements: Illuminating the Classification of Mathematics Teacher Questions. - James P. Bywater; Sarah Lilly; Jennifer L. Chiu (AIED (2), 2025)