Creative Assignments
Enhancing Automated Multi-Dimensional Analysis of Peer Feedback in Middle School Mathematics With LLM-Based Embeddings
Incorporating advanced large language model embeddings to improve predictive modeling of process-focused peer feedback and support scalable, real-time instructional interventions.
December 12, 2024
John Baker
Knowledge Structure Mapping: a Comprehensive Report
An in-depth exploration of knowledge structure mapping using Factor Analysis, K-Means clustering, and PCA to uncover latent skills in an eight-item test dataset
November 20, 2024
John Baker
Building an Enhanced Behavior Detector: a Machine Learning Approach
Developing an improved behavior classifier using feature engineering and ensemble methods.
October 2, 2024
John Baker
Analyzing and Optimizing Machine Learning Models for Off-Task Behavior Detection
A machine learning model to detect off-task behavior
September 18, 2024
John Baker
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