Machine learning (ML) techniques have been successfully applied to a wide array of applications. This dissertation aims to take application data handling into account when developing ML-based solutions for real-world problems through a holistic framework. To demonstrate the generality of our framework, we consider two real-world applications: spam…

"Human Impacts on Our Climate" outlines a journey that will steer your students toward authentic problem solving while grounding them in integrated STEM disciplines. Like the other volumes in the series, this book is designed to meet the growing need to infuse real-world learning into K-12 classrooms. This interdisciplinary, three-lesson…

When it snows, children are permitted to play outside during recess, which causes them to experience a variety of problems with their mittens or gloves. To align instruction with a problem student's experience in every day life, the authors developed and administered a short survey to second graders in an after school program. The authors found…

Computer-based games as developments in information technology seem to grow and spread rapidly. Using of these games by children and teenagers have increased. The presence of more beneficial and educational games in contrast to the violent and harmful games is remarkable. Many scientific studies have indicated that the useful (functional) games…

This paper outlines a STEM (Science, Technology, Engineering and Mathematics) learning experience for children in the early years of school. It builds on STEM education in early childhood with a shared purpose, "to help children to explore and make sense of their world using childrelevant and appropriate contexts" (Preston, 2018 p. 137).…

What if you could challenge your second graders to design an outdoor STEM classroom with a butterfly garden, birdbath, and sundial? With this volume in the "STEM Road Map Curriculum Series," you can! "Investigating Environmental Changes" outlines a journey that will steer your students toward authentic problem solving while…