Samantha Boatright Smith

According to our database, Samantha Boatright Smith authored at least 6 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Knowledge Component-Driven Alignment of CS1 Textbooks and Exercises.

Samantha Boatright Smith, Arun Balajiee Lekshmi Narayanan, Anurata Prabha Hridi, Rafaella Sampaio de Alencar, Bita Akram, Arto Hellas, Juho Leinonen, Peter Brusilovsky, Narges Norouzi

Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2, 2026

Misconception-Aware LLM Programming Tutor: Lessons Learned from Student-Tutor Interactions.

Rose Niousha, Samantha Boatright Smith, Abigail O'Neill, J. D. Zamfirescu-Pereira, John DeNero, Narges Norouzi

Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2, 2026

Instructors' Perspectives on LLM-Generated Programming Formative Feedback.

Rose Niousha, Samantha Boatright Smith, Abigail O'Neill, J. D. Zamfirescu-Pereira, John DeNero, Narges Norouzi

Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2, 2026

The Missing Evaluation Axis: What 10,000 Student Submissions Reveal About AI Tutor Effectiveness.

Rose Niousha, Samantha Boatright Smith, Bita Akram, Peter Brusilovsky, Arto Hellas, Juho Leinonen, John DeNero, Narges Norouzi

Proceedings of the Artificial Intelligence in Education - 27th International Conference, 2026

2025

Spotting AI Missteps: Students Take on LLM Errors in CS1.

Samantha Boatright Smith, Heather Wei, Abby O'Neill, Aneesh Durai, John DeNero, J. D. Zamfirescu-Pereira, Narges Norouzi

Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2, 2025

From Code to Concepts: Textbook-Driven Knowledge Tracing with LLMs in CS1.

Abby O'Neill, Samantha Boatright Smith, Aneesh Durai, John DeNero, J. D. Zamfirescu-Pereira, Narges Norouzi

Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2, 2025