published research
Journal Articles
- 1. A Scoping Study of Parents’ Roles and Strategies in Children’s AI UseJournal of Research in Childhood Education,under review
- 2. Leveraging Artificial Intelligence: Equity and Ethical Considerations, and Policy Recommendations for Education Leaders and TeachersEarly Childhood Education Journal,under review
- 3. Learning through Machine Teaching: An Inquiry and Sensemaking Framework for ML ModelingJournal of the Learning Sciences,under review
- 4. High school teachers’ data set aestheticsInformation and Learning Sciences, 2024ahead-of-print
- 5. CO-ML: Collaborative Machine Learning Model Building for Developing Dataset Design PracticesACM Transactions on Computing Education, 2024
- 6. Sustaining at Scale: District Mathematics Specialists’ Adaptations to a Teacher Leadership Preparation ProgramInvestigations in Mathematics Learning, 2023
- 7. Identifying the content, lesson structure, and data use within pre-collegiate data science curriculaJournal of Science Education and Technology, 2022
- 8. Learning to Lead: An Approach to Mathematics Teacher DevelopmentInternational Journal of Science and Mathematics Education, 2021
Book Chapters
- 1. Four surveillance technologies and challenges for educationIn AI in Learning: Designing the Future, 2023
Published Conference Proceedings
- 1. Teaching Machine Learning as Adaptive Design WorkIn 19th International Conference of the Learning Sciences-ICLS, 2023under review
- 2. Enacting Care in a Community College Math Classroom: A Case StudyIn Research on Undergraduate Mathematics Education conference, 2023accepted
- 3. Exploring undergraduate mathematics students’ math identities using sentiment analysis: Affordances and precautionsIn Research on Undergraduate Mathematics Education conference, 2023accepted
- 4. "What’s the issue with giving away data?" Challenges in Building Critical Consciousness in Facial RecognitionIn Data Science Education in K-12 Inaugural Conference, 2023accepted
- 5. What does it mean to be literate in the time of AI? Different Perspectives on Learning and Teaching AI Literacies in K-12 EducationIn Proceedings of the 18th International Conference of the Learning Sciences-ICLS, 2024
- 6. Math of Facial Recognition: Co-design of a machine learning and statistics integrated curriculum for high schoolIn Proceedings of the 18th International Conference of the Learning Sciences-ICLS, 2024
- 7. Co-designing AI Education Curriculum with Cross-Disciplinary High School TeachersIn Proceedings of the 38th Annual Meeting of the Symposium of Educational Advances in Artificial Intelligence, 2024
- 8. Students’ constructed explanations for how artificial intelligence generates recommendations in YouTubeIn Proceedings of the 17th International Conference of the Learning Sciences-ICLS, 2023
- 9. "With statistics, that’s supposed to take bias away": Divergent teacher views on engaging students with race in data setsIn Proceedings of the 16th International Conference of the Learning Sciences-ICLS 2022, 2022
- 10. Eliciting High School Students’ Conceptions and Intuitions about Algorithmic BiasIn Proceedings of the 2022 ACM Conference on International Computing Education Research, 2022
- 11. The Teacher’s Role in Sustaining Cognitive Demand with DesmosIn Proceedings of the 44th Annual Meeting of the North American Chapter of the International Group for the Psychology of Mathematics Education, 2022
- 12. Sustaining Cognitive Demand with Desmos TechnologyIn Proceedings of the 43rd Annual Meeting of the North American Chapter of the International Group for the Psychology of Mathematics Education, 2021
- 13. Classification in math class: Using convolutional neural networks to categorize student cognitive demandIn CEUR-WS Workshop Proceedings, 2021co-located with the 16th European Conference on Technology-Enhanced Learning
- 14. Aesthetics of Authenticity for Teachers’ Data Set PreferencesIn Proceedings of the 15th International Conference of the Learning Sciences-ICLS, 2021
Peer-Reviewed Conference Papers
- 1. High school teachers’ emergent AI literacy goals during professional learning about lesson co-design2025accepted poster
- 2. Predicting the Constructiveness of Student-Student Classroom Conversations: An Exploratory Study on Uptake2023
- 3. "AI is computers that have brains and are running everything!" Expert-Novice Conceptions of Artificial Intelligence, Machine Learning, and Mathematics2023
- 4. Exploring Secondary School Students’ Perceptions of Mathematics within Artificial Intelligence Applications2022
- 5. Does Desmos Drive Cognitive Demand? A Study of Digital Technology Use in Middle School Mathematics2022
- 6. Classification in Math Class: Using Computer Vision to Detect Cognitive Demand in Students’ Groupwork2021
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