KDD Cup 2010 Student Performance Evaluation Dataset

Source

• Dataset metadata snapshot: source.md
• Metadata JSON: metadata.json
• Canonical external source: https://www.kdd.org/kdd-cup/view/kdd-cup-2010-student-performance-evaluation

Action-Time-Series Notes

• Dataset type: intelligent tutoring competition dataset.
• Temporal structure: student-step logs from Cognitive Tutor systems.
• Actions or interventions: student responses, opportunities, problem steps, hints/attempt-related fields depending on file.
• Suitability: useful for education dynamics and knowledge tracing; not a clean controllable-action benchmark.

Foundation TSFM Relevance

Agenda slot	Verdict	Evidence	Missing pieces
Irregular event streams	adjacent	The raw dataset snapshot describes student-step logs with responses, opportunities, problem steps, hints, and attempts.	Education logs are not continuous multivariate telemetry and need a modern event-schema wrapper.
Causal and control modeling	warning	Hints and tutor interactions look intervention-like, but the local suitability note marks the dataset as not a clean controllable-action benchmark.	Needs logged tutor policies, candidate actions, and counterfactual learning outcomes.

Links Into The Wiki

• Action-Conditioned Time-Series Datasets
• Foundation Time-Series Model Research Agenda
• World Models