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Xiaoyi Tian
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A framework for inclusive AI learning design for diverse learners
Y Song, LR Weisberg, S Zhang, X Tian, KE Boyer, M Israel
Computers and Education: Artificial Intelligence, 100212, 2024
462024
Let's Talk It Out: A Chatbot for Effective Study Habit Behavioral Change
X Tian, Z Risha, I Ahmed, AB Lekshmi Narayanan, J Biehl
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW1), 1-32, 2021
352021
A summer camp experience to engage middle school learners in AI through conversational app development
GA Katuka, Y Auguste, Y Song, X Tian, A Kumar, M Celepkolu, KE Boyer, ...
Proceedings of the 54th ACM Technical Symposium on Computer Science …, 2023
152023
Progression trajectory-based student modeling for novice block-based programming
F Morshed Fahid, X Tian, A Emerson, J B. Wiggins, D Bounajim, A Smith, ...
Proceedings of the 29th ACM Conference on User Modeling, Adaptation and …, 2021
132021
AI made by youth: A conversational AI curriculum for middle school summer camps
Y Song, GA Katuka, J Barrett, X Tian, A Kumar, T McKlin, M Celepkolu, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15851 …, 2023
122023
Applying cognitive load theory to examine STEM undergraduate students’ experiences in an adaptive learning environment: A mixed-methods study
D Bounajim, A Rachmatullah, M Hinckle, B Mott, J Lester, A Smith, ...
Proceedings of the Human Factors and Ergonomics Society Annual Meeting 65 (1 …, 2021
82021
Early Design of a Conversational AI Development Platform for Middle Schoolers
A Kumar, X Tian, M Celepkolu, M Israel, KE Boyer
2022 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2022
72022
Understanding rapport over multiple sessions with a social, teachable robot
X Tian, N Lubold, L Friedman, E Walker
Artificial Intelligence in Education: 21st International Conference, AIED …, 2020
72020
Investigating the relationship between math literacy and linguistic synchrony in online mathematical discussions through large‐scale data analytics
Y Song, W Xing, C Li, X Tian, Y Ma
British Journal of Educational Technology 55 (5), 2226-2256, 2024
52024
AMBY: A Development Environment for Youth to Create Conversational Agents
X Tian, A Kumar, CE Solomon, KD Calder, M Celepkolu, L Pezzullo, ...
International Journal of Child-Computer Interaction 38, 100618, 2023
52023
A review of digital learning environments for teaching natural language processing in K-12 education
X Tian, KE Boyer
arXiv preprint arXiv:2310.01603, 2023
52023
Examining LLM Prompting Strategies for Automatic Evaluation of Learner-Created Computational Artifacts
X Tian, A Mannekote, CE Solomon, Y Song, CF Wise, T Mcklin, J Barrett, ...
Proceedings of the 17th International Conference on Educational Data Mining …, 2024
22024
Artificial Intelligence Unplugged: Designing Unplugged Activities for a Conversational AI Summer Camp
Y Song, X Tian, N Regatti, GA Katuka, KE Boyer, M Israel
Proceedings of the 55th ACM Technical Symposium on Computer Science …, 2024
22024
Are we on the same page? Modeling linguistic synchrony and math literacy in mathematical discussions
Y Song, W Xing, X Tian, C Li
LAK23: 13th International Learning Analytics and Knowledge Conference, 599-605, 2023
22023
Modeling frustration trajectories and problem-solving behaviors in adaptive learning environments for introductory computer science
X Tian, JB Wiggins, FM Fahid, A Emerson, D Bounajim, A Smith, KE Boyer, ...
International Conference on Artificial Intelligence in Education, 355-360, 2021
12021
Investigating Linguistic Alignment in Collaborative Dialogue: A Study of Syntactic and Lexical Patterns in Middle School Students
X Tian, AE Griffith, Z Price, KE Boyer, K Tang
Language and Speech, 2024
2024
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?
A Mannekote, X Tian, KE Boyer, BJ Dorr
arXiv preprint arXiv:2402.14155, 2024
2024
Guide, Safety Net, Project Tester, and More: Investigating the Roles of Facilitators in an AI Summer Camp
Y Song, X Tian, J Barrett, M Israel, KE Boyer
Proceedings of the 17th International Conference of the Learning Sciences, 2023
2023
Dominance as an Indicator of Rapport and Learning in Human-Agent Communication
A Buddemeyer, X Tian, E Walker
arXiv preprint arXiv:2212.02361, 2022
2022
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Articles 1–19