Andres Felipe Zambrano

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Predictive Analytics

Network Analysis

Mathematics Learning

Interactive Storytelling

Top Venues

IEEE Trans. Comput. Soc. Syst.

Publications

Ryan S. Baker, Nigel Bosch, Stephen Hutt, Andres Felipe Zambrano, Alex J. Bowers
On Fixing the Right Problems in Predictive Analytics: AUC Is Not the Problem. CoRR (2024)
Andres Felipe Zambrano, Maciej Pankiewicz, Amanda Barany, Ryan Shaun Baker
Ordered Network Analysis in CS Education: Unveiling Patterns of Success and Struggle in Automated Programming Assessment. ITiCSE (1) (2024)
Andres Felipe Zambrano, Ryan Shaun Baker
Long-Term Prediction from Topic-Level Knowledge and Engagement in Mathematics Learning. LAK (2024)
Amanda Barany, Nidhi Nasiar, Chelsea Porter, Andres Felipe Zambrano, Juliana Ma. Alexandra L. Andres, Dara Bright, Mamta Shah, Xiner Liu, Sabrina Gao, Jiayi Zhang, Shruti Mehta, Jaeyoon Choi, Camille Giordano, Ryan S. Baker
ChatGPT for Education Research: Exploring the Potential of Large Language Models for Qualitative Codebook Development. AIED (2) (2024)
Andres Felipe Zambrano, Jiayi Zhang, Ryan S. Baker
Investigating Algorithmic Bias on Bayesian Knowledge Tracing and Carelessness Detectors. LAK (2024)
Andres Felipe Zambrano, Amanda Barany, Jaclyn Ocumpaugh, Nidhi Nasiar, Stephen Hutt, Alex Goslen, Jonathan P. Rowe, James C. Lester, Eric N. Wiebe, Bradford W. Mott
Cracking the Code of Learning Gains: Using Ordered Network Analysis to Understand the Influence of Prior Knowledge. ICQE (2023)
Andres Felipe Zambrano, Xiner Liu, Amanda Barany, Ryan S. Baker, Juhan Kim, Nidhi Nasiar
From nCoder to ChatGPT: From Automated Coding to Refining Human Coding. ICQE (2023)
Stephanie Rivera-Kumar, Andres Felipe Zambrano, Amanda Barany
Envisioning Latinx Narratives: Exploring Mexican and Honduran Immigrant Perspectives Using Epistemic Networks by Geospatial Location. ICQE (2023)
Andres Felipe Zambrano, Ryan S. Baker, Andrew S. Lan
Active Learning for a Classroom Observer who Can't Time Travel. ACIIW (2023)
Juhan Kim, Amanda Barany, Xiner Liu, Andres Felipe Zambrano
The Stories We Tell: Uncovering Hidden Narratives in History Textbooks Through Epistemic Network Analysis. ICQE (2023)
Andres Felipe Zambrano, Luis Felipe Giraldo, Monica Tatiana Perdomo, Iván Darío Hernández, Jesús María Godoy
Variations of Rotating Savings and Credit Associations for Community Development. IEEE Trans. Comput. Soc. Syst. 10 (2) (2023)
Andres Felipe Zambrano, Gilberto Díaz-García, Santiago Ramírez, Luis Felipe Giraldo, Hugo Gonzalez Villasanti, Monica Tatiana Perdomo, Iván Darío Hernández, Jesús María Godoy
Donation Networks in Underprivileged Communities. IEEE Trans. Comput. Soc. Syst. 8 (1) (2021)