This project aims to (1) advance understanding of sociotechnical ecosystems involving AI to support diasporic urban farming; (2) collaboratively develop AI-based technologies that better integrates and sustains technological gains with diasporic knowledge, and (3) systematically assess the impact of AI-based farming technologies on diasporic communities and industrial partners.
PocketMacro is a mobile app designed by the Learning Media Design Center at Carnegie Mellon University in collaboration with Stroud Water Research Center, Carnegie Museum of Natural History and Clemson University, and stakeholder input. The PocketMacro app aims to help users better identify benthic macroinvertebrates commonly found in streams and other waterways. Rockman et al Cooperative (REA), an independent educational evaluation group, designed a summative study to explore the effectiveness of the app in supporting users’ aquatic macroinvertebrate identification. The purpose of the
Supported by the National Science Foundation, the Global Soundscapes! Big Data, Big Screens, Open Ears project employs a variety of informal learning experiences to present the physics of sound and the new science of soundscape ecology. The interdisciplinary science of soundscape ecology analyzes sounds over time in different ecosystems around the world. The major components of the Global Soundscapes project are an educator-led interactive giant-screen theater show, group activities, and websites. All components are designed with both sighted and visually impaired students in mind. Multimedia
This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at the University of Colorado. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
This is an Early-concept Grant for Exploratory Research supporting research in Smart and Connected Communities. The research supported by the award is collaborative with research at DePaul University. The researchers are studying the use of technologies to enable communities to connect youth and youth organizations to effectively support diverse learning pathways for all students. These communities, the youth, the youth organizations, formal and informal education organizations, and civic organizations form a learning ecology. The DePaul University researchers will design and implement a smart community infrastructure in the City of Chicago to track real-time student participation in community STEM activities and to develop mobile applications for both students and adults. The smart community infrastructure will bring together information from a variety of sources that affect students' participation in community activities. These include geographic information (e.g., where the student lives, where the activities take place, the student transportation options, the school the student attends), student related information (e.g., the education and experience background of the student, the economic status of the student, students' schedules), and activity information (e.g., location of activity, requirements for participation). The University of Colorado researchers will take the lead on analyzing these data in terms of a community learning ecologies framework and will explore computational approaches (i.e., recommender systems, visualizations of learning opportunities) to improve youth exploration and uptake of interests and programs. These smart technologies are then used to reduce the friction in the learning connection infrastructure (called L3 for informal, formal, and virtual learning) to enable the student to access opportunities for participation in STEM activities that are most feasible and most appropriate for the student. Such a flexible computational approach is needed to support the necessary diversity of potential recommendations: new interests for youth to explore; specific programs based on interests, friends' activities, or geographic accessibility; or programs needed to "level-up" (develop deeper skills) and complete skills to enhance youths' learning portfolios. Although this information was always available, it was never integrated so it could be used to serve the community of both learners and the providers and to provide measurable student learning and participation outcomes. The learning ecologies theoretical framework and supporting computational methods are a contribution to the state of the art in studying afterschool learning opportunities. While the concept of learning ecologies is not new, to date, no one has offered such a systematic and theoretically-grounded portfolio of measures for characterizing the health and resilience of STEM learning ecologies at multiple scales. The theoretical frameworks and concepts draw together multiple research and application domains: computer science, sociology of education, complexity science, and urban planning. The L3 Connects infrastructure itself represents an unprecedented opportunities for conducting "living lab" experiments to improve stakeholder experience of linking providers to a single network and linking youth to more expanded and varied opportunities. The University of Colorado team will employ three methods: mapping, modeling, and linking youth to STEM learning opportunities in school and out of school settings in a large urban city (Chicago). The recommender system will be embedded into youth and parent facing mobile apps, enabling the team to characterize the degree to which content-based, collaborative filtering, or constraint based recommendations influence youth actions. The project will result in two measurable outcomes of importance to key L3 stakeholder groups: a 10% increase in the number of providers (programs that are part of the infrastructure) in target neighborhoods and a 20% increase in the number of youth participating in programs.
The Cyberlearning and Future Learning Technologies Program funds efforts that will help in envisioning the next generation of learning technologies and advancing what we know about how people learn in technology-rich environments. Development and Implementation (DIP) Projects build on proof-of-concept work that showed the possibilities of the proposed new type of learning technology, and project teams build and refine a minimally-viable example of their proposed innovation that allows them to understand how such technology should be designed and used in the future and answer questions about how people learn with technology. Although for years researchers have believed technology could afford anytime-anywhere learning, we still don't understand how learners behave differently across contexts, such as home, school, and in the community, and how to get youth to identify as learners across those contexts. This proposal aims to use mobile devices and strategically placed shared kiosks to 'scientize' youth in two low-income communities. Through strategic partnerships with community organizations, educators, and families, the innovation is to get primary and middle-school students engaging in scientific inquiry in the context of their neighborhoods. Research will help determine how the technology can best be deployed, but also answer important questions about how communities can provide support to help kids think like scientists and identify with science. This project will design and implement ubiquitous technology tools that include mobile social media and tangible, community displays (collectively called ScienceKit) that are deeply embedded into two urban neighborhoods, and demonstrate how such ubiquitous technologies and related cyberlearning strategies are vital to improve information flow and coordination across a neighborhood ecosystem, in order to create environments where children can connect their science learning across contexts and time (e.g. scientizing). A program called ScienceEverywhere comprised of partnerships between tightly connected neighborhood organizations with mentors, teachers, parents, and researchers will help learners develop scientifically literate practices both in and out of school, and will demonstrate students' learning to their communities. Research will consist of mixed methods studies of use of the tools, including iterative design-based research, ethnography, and the use of participant observers from the community; these will be triangulated with usage logs of the technologies and content analysis of microblogs by the learners on their identities and interests. Discourse analysis of interviews with focal learners will orient the qualitative work on identity development, and analysis using activity theory will inform the influences of the social practices and sociotechnical systems on learner trajectories. Formative evaluation will help shed light on if and how the sociotechnical system promotes STEM literacy and STEM identity development.
In 2009, NSF funded development of Model My Watershed (MMW), a place-based, watershed cyber-modeling tool for middle and high school students and teachers. The online learning tool encourages students to investigate their neighborhoods and use scientific reasoning with real-world decision-making models similar to those used by STEM professionals to simulate systems and analyze processes. The project also sought to increase youth interest in possible opportunities in the STEM workforce and to aid in development of knowledge about earth science. This summary represents the first of a two-phase
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Stroud Water Research CenterJohn Fraser
The Computer Clubhouse aims to help inner-city youth gain that type of technological fluency. The Computer Clubhouse is designed to provide inner-city youth with access to new technologies. But access alone is not enough. The Clubhouse is based not only on new technology, but on new ideas about learning and community. It represents a new type of learning community—where young people and adult mentors work together on projects, using new technologies to explore and experiment in new ways.
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Mitchel ResnickNatalie RuskStina Cooke
Our Instrumented Earth: Understanding Global Systems and Local Impacts through the El Nino Story centers on a new production displayed on Science on a Sphere® (SOS), and informal educational program elements to engage learners in the power and purpose of NASA data-gathering tools. Audiences include over two million visitors to partner institutions, serving both urban and rural constituencies that rank among the most diverse in the nation. The Aquarium has partnered with the Oregon Museum of Science and Industry (OMSI) and NASA Goddard Space Center to implement elements of the program, as well as NASA scientists and experts to develop content. There are two main project goals for Our Instrumented Earth: to create a NASA-informed public by creating an SOS production which highlights space technologies and other instruments monitoring Earth; and to enhance the STEM capacity of underserved teachers, parents, and students through teacher professional development and outreach events. Major project deliverables for Our Instrumented Earth include: a brand new SOS film production, an adapted program for the Magic Planet spherical display platform to serve rural communities, professional development workshop for formal teachers, and NASA Night outreach events at the Aquarium.
A youth media program called Youthscapes not only helps participants combat negative stereotypes of urban teens, but also gives them a sense of group solidarity that enables them to function as responsible media producers when they venture out into the community.
The Global Soundscapes! Big Data, Big Screens, Open Ears Project uses the new science of soundscape ecology to design a variety of informal science learning experiences that engage participants through acoustic discovery Soundscape ecology is an interdisciplinary science that studies how humans relate to place through sound and how humans influence the environment through the alteration of natural sound composition. The project includes: (1) an interface to the NSF-funded Global Sustainable Soundscapes Network, which includes 12 universities around the world; (2) sound-based learning experiences targeting middle-school students (grades 5-8), visually impaired and urban students, and the general public; and (3) professional development for informal science educators. Project educational components include: the first interactive, sound-based digital theater experience; hands-on Your Ecosystem Listening Labs (YELLS), a 1-2 day program for school classes and out-of school groups; a soundscape database that will assist researchers in developing a soundscape Big Database; and iListen, a virtual online portal for learning and discovery about soundscape. The project team includes Purdue-based researchers involved in soundscape and other ecological research; Foxfire Interactive, an award-winning educational media company; science museum partners with digital theaters; the National Audubon Society and its national network of field stations; the Perkins School for the Blind; and Multimedia Research (as the external evaluator).
As an outreach program, Barb Finkleman of All American Cablevision of Columbus, OH arranged a field trip to the public access video studio in the basement of the Main Branch of the Columbus Public Library system in 1980 so that inner city children could see and meet music video producer Marshall Barnes and view his creation, The Last Communication through an arrangement with Cowtown Records and Videoworks and the Columbus Public Library. The children, all elementary school aged, listened to Marshall explain his work and the role of a video producer, as well as how a studio works. They then viewed The Last Communication, a 30 minute video animated space rock symphony that had been described by some as "Saturday morning cartoons for children on Mars". Of special note, the children were mesmerized and at one point, spontaneously began singing with the music in one section, prompting surprise from both Marshall and Barb but confirming Marshall's suspicions that children will respond to abstract stimulus within certain psychological parameters that can be exhibited aurally and visually. It was the beginning of the concrete data that years later would result in his science of technocogninetics.
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Marshall BarnesAll American CablevisionCowtown Records and VideoworksColumbus Public Library