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Slater, Stefan; Baker, Ryan S.; Wang, Yeyu – International Educational Data Mining Society, 2020
Feature engineering, the construction of contextual and relevant features from system log data, is a crucial component of developing robust and interpretable models in educational data mining contexts. The practice of feature engineering depends on domain experts and system developers working in tandem in order to creatively identify actions and…
Descriptors: Data Analysis, Engineering, Classification, Models
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Liao, Christine; Motter, Jennifer L.; Patton, Ryan M. – Art Education, 2016
Redefining the educational model of science, technology, engineering, and math curriculum (STEM) to also include art to become STEAM (Fournier, 2013; Guyotte, Sochacka, Constantino, Walther, & Kellam, 2014) is a current method to encourage students to actively participate in 21st-century learning (Saxena, 2014). The skills emphasized for…
Descriptors: STEM Education, Art Education, Art Activities, Females