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Dataset Card: Edge-Native Adaptive UI Behavioral Logs
This repository stores aggregated behavioral interaction logs in raw and processed forms, primarily in the .parquet data storage format.
These logs support research on edge-native adaptive user interfaces.
1. Hosted Data
The repository hosts microtensor parquet files derived from public research datasets and runtime experiment sessions:
- AdSERP Search and Interaction Logs (Arapakis et al., 2025).
- High-Volume Trajectories (Mendeley Mouse Dynamics, 2026).
- Structured Human-Machine Interaction Logs (Carrera-Rivera et al., 2023).
- Client-Side Action Paths (Ou et al., 2021).
- Continuous Kinematics (Leiva and Arapakis, 2020).
Interim & Sequence Datasets:
- Canonical Traces (
interim/traces/canonical_traces.parquet): Ingested browser experiment telemetry traces (schemaVersion 1.1.0) with standard and extended provenance fields (sessionId,experimentId,conditionId,taskId,windowId,sourceEventIds,preprocessingVersion,featureSchemaVersion). - MicroTensor Sequences (
interim/sequences.parquet): Model-ready sequential interaction tensors ($T=8$, $D=18$) assembled with strict session and task boundary isolation and lookahead window alignment forTargetInterventionHeadtraining.
2. References
For full details on the data preprocessing pipeline, MicroTensor feature schema, and target outcome taxonomy, refer to the following repositories:
- Model Preparation Repository: taofeeqhamzat/edge-aui-model-preparation
- Framework Repository: taofeeqhamzat/edge-aui
Please refer to the source repositories for detailed technical specifications and training guidelines.
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