Research Projects

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Understanding the Evolution of the Individual Response Process

2025 - Present
Process data
Process Data
Sequence Analysis
LCA
HMM
Clustering

Identifying item-level heterogeneous behavioral profiles and comparing the item to test stepwise modeling approach to the single step parsimonous test-level modeling approach

In progress

Context-Aware Modeling of Test-Taking Clickstream Data Using a Transformer Model

2026 -
Process data, transformer
Clickstream data
Transformer training

Representing test-taking clickstream data using embeddings from transformer models