Tag Archives: AI literacy

AI Literacy through Embodiment and Co-Creativity

Description

Although artificial intelligence (AI) is playing an increasingly large role in mediating human activities, most education about what AI is and how it works is restricted to computer science courses. This research is a collaboration between the TILES lab, the Expressive Machinery Lab (Dr. Brian Magerko, Georgia Tech), and the Creative Interfaces Research + Design Studio (Dr. Duri Long, Northwestern University) to create a set of museum exhibits aimed at teaching fundamental AI concepts to the public. In particular we aim to reach middle school girls and students from groups who are underrepresented in computer science.

Data Bites asks visitors to build their own training datasets to teach an AI to classify pizzas and sandwiches. After collaboratively building various labeled examples of pizzas and sandwiches using tangible pieces, learners can see how well their classification algorithm is able to distinguish between the two food items.

This 4-year project is funded by the NSF Advancing Informal STEM Learning (AISL) program (NSF DRL #2214463). We are collaborating with the Griffin Museum of Science and Industry in Chicago to conduct focus groups, needs assessments, and pilot testing of exhibit designs based off our prior work.

Knowledge Net asks learners to create semantic networks to collaboratively build up to 4 different characters in a virtual world. Characters’ appearances, likes, dislikes, and abilities can be customized which results in different interactions with the world and other characters.

This research explores how embodiment and co-creativity can help learners make sense of and engage with AI concepts.

Publications