Artificial intelligence (AI) is in many of our everyday activities—from unlocking phones to running Internet searches to parking cars. Yet, most instruction on how AI works is only in computer science courses. The unique role that AI plays in making decisions that affect human lives heightens the need for education approaches that promote public AI literacy. Little research has been done to understand how we can best teach AI in informal learning spaces. This project will engage middle school age youth in learning abouts AI through interaction with museum exhibits in science and technology centers. The exhibits employ embodied interactions and creative making activities that involve textiles, music making, and interactive media. The research will build on three exhibit prototypes that teach about concepts including bias in data in machine learning, AI decision-making processes, and how AI represents knowledge. Female-identifying and Title 1 youth will be recruited as participants during the exhibit design iterations and testing. The project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments
Researchers will explore two key research questions: 1) How can the design of interactive museum exhibits encourage interest development in and learning about AI among learners without a Computer Science background by using embodiment and creative making? and 2) How do embodied interaction and creative making mediate learning about AI in informal learning environments? The project will take a design-based research approach, iteratively building on existing exhibit prototypes and testing them in-situ with learners. Data sources and modes of analysis will include retrospective surveys to assess interest, content knowledge gain, creativity, learning talk analysis of audio recordings, and coding of embodied movements in video recordings. Learning talk analysis will identify instances of joint sensemaking during naturalistic interactions with our exhibit to reveal connections between sensemaking talk; learners' behaviors and embodied actions during real-time collaborative knowledge building; and outcomes in knowledge, interest, and creativity measures as elicited in retrospective surveys. The final set of exhibits will be rigorously evaluated with over 500 museum visitors. The key contributions of this work will include a set of rigorously tested exhibits, publicly available exhibit designs, a set of design guidelines for developing AI literacy museum exhibits, and an improved understanding of the relationship between AI-related learning and interest development, embodiment, and creativity.
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TEAM MEMBERS:
Brian MagerkoDuri LongJessica Roberts
The Education Development Center (EDC) is implementing the national expansion and institutionalization of the Playing to Win (PTW) Network. With the goal of working toward universal technology enfranchisement and prior support from the NSF Informal Science Education Program, the PTW Network currently links close to fifty agencies in a mutually supportive community of neighborhood technology learning centers serving people living in low-income areas who otherwise would have little or no access to computer-based technologies. The purposes of this phase of the project are: - to increase the number of affiliates nationally - to provide effective support for their technology programs and to do so in a planned and thoughtful manner which also is flexible and responsive to the flows, demands, and unforeseen opportunities fro community technology center development -- to move the affiliate membership toward independence and self-governance. Each year of the project, PTW will work in collaboration with the United Neighborhood Centers of America, the Alliance fro Community Media, NTIA-funded programs, FreeNets, and others in three to four target areas of the US to recruitment additional primary affiliates. The goal is to add 20 additional affiliates annually who will be supported by local coordinators and another 30 with subsidized telecommunications support. PTW plans to enrich programmatic content at the centers with special emphasis on math and science. The network will support an on-line math and science program consultant and continue to recruit and support affiliates with a math/science program emphasis. The Co-Principal Investigators for the project will be Myles Gordon, Director of EDC's Center for Learning, Teaching and Technology, and Antonia Stone, Founder of PTW and PI for the previous phases of the project.