Category: Data science
De-identified student activity dataset released for learning analytics
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in Data scienceDe-identified clickstream dataset from KU Leuven supporting Learning Analytics research while maintaining learner privacy through transparent anonymization.
Framework standardizes NHIS population surveillance analysis
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in Data scienceStandardized statistical framework for National Health Interview Survey analyses to improve methodological consistency, enable cross-study comparisons, and strengthen population health.
Survey maps open datasets in learning analytics research
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in Data scienceSystematic survey of 1,125 papers from flagship conferences identifying 172 open datasets in learning analytics, with PRACTICE guidelines for dataset publication and reproducibility practices.
Topic modelling revealed known and potential canine disease phenotypes
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in Data scienceMachine learning analysis of one million canine electronic health records identifies disease phenotypes, breed predispositions, and emerging health patterns using unsupervised topic modeling.
Social media mining can support disaster response
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in Data scienceResearch methodology integrating NLP, machine learning, and visual analytics to extract actionable information from social media during environmental disasters.
