Shan Zhang

According to our database, Shan Zhang authored at least 25 papers between 2024 and 2026.

Collaborative distances:

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

2026

Interactive Evidence Maps for Visualizing and Understanding Systematic Reviews.

Aditi Mallavarapu, Rohan Khandare, Mokshagna Kadiyala, Neelesh Yaddanapudi, Noah L. Schroeder, Shan Zhang, Jessica R. Gladstone

CoRR, March, 2026

Investigating High School Students' Code Comprehension and Strategy Use Across Block-Based and Text-Based Programming.

Shan Zhang, Priyadharshini Ganapathy Prasad, Toni V. Earle-Randell, Yang Shi, Suma Bhat, Maya Israel

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

Examining Students' Code Comprehension with LLMs in Block- and Text-Based Programming.

Shan Zhang, Toni V. Earle-Randell, Priyadharshini Ganapathy Prasad, Zifeng Liu, Yang Shi, Suma Bhat, Maya Israel, Anthony F. Botelho

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

How to Assess AI Literacy: Misalignment Between Self-Reported and Objective-Based Measures.

Shan Zhang, Ruiwei Xiao, Anthony F. Botelho, Guanze Liao, Thomas K. F. Chiu, John C. Stamper, Kenneth R. Koedinger

Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference, 2026

Let Me Try Again: Examining Replay Behavior by Tracing Students' Latent Problem-Solving Pathways.

Shan Zhang, Siddhartha Pradhan, Ji-Eun Lee, Ashish Gurung, Anthony F. Botelho

Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference, 2026

Analyzing Middle School Students' Dialogue and Behaviors During Collaborative AI Chatbot Development Using Ordered Network Analysis.

Shan Zhang, Andres Felipe Zambrano, Xiaoyi Tian, Yukyeong Song, Anthony F. Botelho, Kristy Elizabeth Boyer, Maya Israel, Shiyan Jiang

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

An Attitude Paradox? Examining Ability Beliefs and Persistence Intentions in a Middle School Conversational AI Learning Experience.

Xiaoyi Tian, Shan Zhang, Yukyeong Song, Tom McKlin, Kristy Elizabeth Boyer, Maya Israel

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

Small, Private Language Models as Teammates for Educational Assessment Design.

Chris Davis Jaldi, Anmol Saini, Shan Zhang, Noah L. Schroeder, Cogan Shimizu, Eleni Ilkou

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

2025

Should educational AI models include gender attribute? explaining the why based on environmental psychology course with gender imbalance.

Hai Li, Wanli Xing, Wangda Zhu, Shan Zhang, Zifeng Liu

J. Comput. High. Educ., December, 2025

ARCHED: A Human-Centered Framework for Transparent, Responsible, and Collaborative AI-Assisted Instructional Design.

Hongming Li, Yizirui Fang, Shan Zhang, Seiyon M. Lee, Yiming Wang, Mark Trexler, Anthony F. Botelho

CoRR, March, 2025

An LLM-Based Framework for Simulating, Classifying, and Correcting Students' Programming Knowledge with the SOLO Taxonomy.

Shan Zhang, Pragati Shuddhodhan Meshram, Priyadharshini Ganapathy Prasad, Maya Israel, Suma Bhat

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

Introducing K-12 Teachers to Computer Science Education through an Online Micro-credential: An Experience Report.

Shan Zhang, Nicole M. Hutchins, Joanne R. Barrett, Anthony F. Botelho, Maya Israel

Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1, 2025

Engaging K-12 Students with Flow-Based Music Programming: An Experience Report on Its Impact on Teaching and Learning.

Zifeng Liu, Shan Zhang, Maya Israel, Robert Smith, Wanli Xing, Victor Minces

Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1, 2025

9th Educational Data Mining in Computer Science Education (CSEDM) Workshop.

Bita Akram, Yang Shi, Peter Brusilovsky, Thomas W. Price, Ken Koedinger, Paulo Carvalho, Shan Zhang, Andrew S. Lan, Juho Leinonen

Proceedings of the 18th International Conference on Educational Data Mining, 2025

Scaffolding AI Literacy Through Student-AI Collaboration in Chatbot Development.

Shan Zhang, Anthony F. Botelho

Proceedings of the 18th International Conference on Educational Data Mining, 2025

ProductiveMath: A Generative-AI-Powered App to Support Productive Failure Teaching.

Seyedahmad Rhaimi, Deniz Ercan, Ran Gao, Salah Esmaeiligoujar, Maryam Babaee, Hongming Li, Shan Zhang, Seiyon Lee, Avery Closser, Anthony Botelho

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED, 2025

So What? Unpacking the Complexities in Collaborative Problem Solving with AI-Augmented Sense-Making.

Seiyon M. Lee, Hongming Li, Shan Zhang, Zirui Zhong, Ji-Eun Lee, Anthony F. Botelho

Proceedings of the Artificial Intelligence in Education - 26th International Conference, 2025

How Virtual Agents Can Shape Human-Human Collaboration: A Systematic Review.

Toni V. Earle-Randell, Shan Zhang, Noah L. Schroeder, Kristy Elizabeth Boyer, Emmanuel Dorley

Proceedings of the Artificial Intelligence in Education - 26th International Conference, 2025

VETTING AI for Deeper Learning: Constraining LLMs to Encourage Student Inquiry.

Shan Zhang, Hongming Li, Seiyon M. Lee, Noah L. Schroeder, Anthony F. Botelho

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium, Blue Sky, and WideAIED, 2025

Empowering Educators in AI: Insights from Co-Designing an AI Microcredential with and for K-12 Educators.

Nicole M. Hutchins, Shan Zhang, Joanne R. Barrett, Maya Israel

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Pedagogical agent design for K-12 education: A systematic review.

Shan Zhang, Chris Davis Jaldi, Noah L. Schroeder, Alexis A. López, Jessica R. Gladstone, Steffi Heidig

Comput. Educ., 2024

A framework for inclusive AI learning design for diverse learners.

Yukyeong Song, Lauren R. Weisberg, Shan Zhang, Xiaoyi Tian, Kristy Elizabeth Boyer, Maya Israel

Comput. Educ. Artif. Intell., 2024

Predicting and Analyzing Students' Higher-Order Questions in Collaborative Problem-Solving.

Shan Zhang, Toni V. Earle-Randell, Qian Shen, Anthony F. Botelho, Maya Israel, Kristy Elizabeth Boyer, Collin F. Lynch, Eric N. Wiebe

Proceedings of the Proceeding of the 32nd International Conference on Computers in Education, 2024

Investigating the Dynamic Change of Pre- and In-service Teachers' Experiences, Attitudes, and Perceptions through CS Autobiography Using Topic Modeling.

Shan Zhang, Hai Li, Hongming Li, Anthony F. Botelho, Maya Israel

Proceedings of the 17th International Conference on Educational Data Mining, 2024

Math in Motion: Analyzing Real-Time Student Collaboration in Computer-Supported Learning Environments.

Hongming Li, Shan Zhang, Seiyon Lee, Ji-Eun Lee, Zirui Zhong, Erik Weitnauer, Anthony F. Botelho

Proceedings of the 17th International Conference on Educational Data Mining, 2024