Open University Learning Analytics dataset.
PulseAugur coverage of Open University Learning Analytics dataset. — every cluster mentioning Open University Learning Analytics dataset. across labs, papers, and developer communities, ranked by signal.
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New research highlights intervention bias in LLM advisory agents
A new research paper identifies "intervention bias" as a significant failure mode in zero-shot large language models (LLMs) used for educational advisory agents. These models tend to recommend action even when inaction …
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New benchmark reveals temporal data predicts student dropout
Researchers have developed a new survival benchmark for predicting student dropout in learning analytics. This benchmark harmonizes dynamic and continuous-time representations, comparing various models like Random Survi…
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New LEAP Protocol Prevents Data Leakage in Early Warning Models
Researchers have developed a new protocol called LEAP (Leakage-Excluded Early-Availability Protocol) to address temporal leakage in early-warning models for Learning Management Systems (LMS). This protocol ensures that …