Researchers surveyed 1,125 papers from three key education technology conferences to analyze the use of open datasets in learning analytics, identifying significant gaps and providing detailed categorization and guidelines for better dataset publication practices; this work aims to enhance reproducibility, collaboration, and trust in educational research findings. Key takeaway for content creators is to follow the outlined PRACTICE guidelines to improve data sharing and increase their research's visibility and credibility.
Read the full article at arXiv cs.LG (ML)
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Ali NematiWritten by Ali
