Technology

STRIDES supports science teachers to rapidly respond to the diverse students in their classrooms. Leveraging advances in natural language processing, the project analyzes student written explanations of scientific phenomena to provide fine-grained summaries to teachers about student knowledge integration across NGSS dimensions. STRIDES suggests learning science-based customizations and studies how teachers use the summaries and customization suggestions to improve student progress. The researchers study how well the customizations address the learning needs of diverse students.

This project is conducting research on the modes of interaction that effectively prepare K-2 teachers to engage in reflective inquiry about their students’ emergent use of computational thinking strategies, and embed those learnings within a CoP platform to support scalable teacher professional development.

This project seeks to support students to creatively combine science, engineering and social or community knowledge to address Earth Science problems in their local communities. Through a collaborative project based learning platform with built in scaffolding and an AI design mentor, students will engage in front-end design practices to understand and frame problems and explore solutions. We examine how this impacts science conceptual knowledge, design skills and creativity for middle and high school students.

Written science explanations are central to learning and practicing science. However, there are two main challenges: first, students struggle to explain their ideas and use supporting data appropriately. Second, it is not realistic for teachers to provide real-time, comprehensive feedback to each student. We will present how PyrEval, a natural language processing (NLP) technology, provided students with timely, personalized, automated feedback. We will discuss opportunities and challenges for using automated feedback in classrooms.

Indigenous students experience persistent inequitable outcomes in schools, particularly in STEM. Since teacher quality is one of the most important school-based factors impacting K12 students’ learning and engagement in schools, our project provides long-term professional development to teachers in rural, Indigenous-serving schools to support teachers’ development of culturally responsive STEM curriculum units. We provide an overview of our professional development model, and share findings from our work with over 100 teachers during four program years.

The STEM SEALs program at North Florida College explores methods for improvement of teaching and learning STEM in rural areas. It consists of three disciplines, “Sea”, “Land”, and “Air”, and three phases, design, review and summer institute for each of the disciplines.
 

The poster will look at the impact of the annual STEM for All Video Showcases as well as the STEM for All Multiplex. It will discuss implications for knowledge sharing among grantees and dissemination efforts in the future.

Teacher portfolios have long been used to support professional reflection and learning. We developed a new type of e-portfolio tool enabling teachers to efficiently capture, annotate, and share multimedia evidence of student learning and instruction (documents, pictures, video) in mobile devices. This tool supported vertical professional learning communities with teachers in multiple grades, reflecting the spiraling structure of the Next Generation Science Standards, where concepts are covered multiple times in increasing depth and sophistication.

This project studies and develops science and engineering education technology and pedagogy that supports project‐based learning of science, engineering, and computation concepts and skills underlying the strategically important "green" and "smart" aspects of the infrastructure, which is a national priority.

Professional Development Supports for Teaching Bioinformatics through Mobile Learning