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cs.CY2026
What makes an Expert? Comparing Problem-solving Practices in Data Science Notebooks
Manuel Valle Torre, Marcus Specht, Catharine Oertel
The development of data science expertise requires tacit, process-oriented skills that are difficult to teach directly. This study addresses the resulting challenge of empirically…
cs.CY2023★ 16 cited
The Sequence Matters in Learning -- A Systematic Literature Review
Manuel Valle Torre, Catharine Oertel, Marcus Specht
Describing and analysing learner behaviour using sequential data and analysis is becoming more and more popular in Learning Analytics. Nevertheless, we found a variety of definitio…