ALH Data Lab

HKUST | Center for Education Innovation (CEI)

A space for evidence-building, focusing on learning analytics exploration, evaluation design, and turning pilot data into actionable insight to inform pedagogy.

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Secure Data Workspace Semantic Ontology Analysis Behavioral Logs & Sankey Predictive Modeling ML

Our Core Pillars

MEASURE

Evaluation Design & Data Engineering

Deploy rigorous evaluation frameworks to capture high-fidelity learning data. Our infrastructure handles complex educational data engineering, secure de-identification of sensitive records, and feasibility simulations.

ANALYSE

Learning Analytics Exploration

Advance beyond traditional descriptive statistics by leveraging robust computational methods. We specialize in behavioral computing, digital footprint mapping, and dense semantic ontology analysis.

EVIDENCE

Informing Pedagogy & Scaling

Serve as a strategic technical partner for the Scholarship of Teaching and Learning (SoTL). We transform pilot data into actionable pedagogical insights and deliver rigorous evidence to drive curriculum redesign.