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- research-articleJuly 2024
Designing Interactive Explainable AI Tools for Algorithmic Literacy and Transparency
DIS '24: Proceedings of the 2024 ACM Designing Interactive Systems ConferencePages 939–957https://doi.org/10.1145/3643834.3660722As artificial intelligence (AI) increasingly permeates everyday life, there is a growing need for public understanding of AI’s underlying principles. Existing educational interventions and explainable AI (XAI) tools cater mainly to children or adult ...
- posterJune 2024
Knowledge Net: Fostering Children’s Understanding of Knowledge Representations Through Creative Making and Embodied Interaction in a Museum Exhibit
C&C '24: Proceedings of the 16th Conference on Creativity & CognitionPages 470–475https://doi.org/10.1145/3635636.3664254As young people increasingly use AI in their daily lives, it is imperative to foster these learners’ AI literacy. We present Knowledge Net, a collaborative tangible tabletop museum exhibit aimed at teaching users about knowledge representations, which ...
- posterJune 2024
DataBites: An embodied and co-creative museum exhibit to foster children's understanding of supervised machine learning
C&C '24: Proceedings of the 16th Conference on Creativity & CognitionPages 550–555https://doi.org/10.1145/3635636.3664247It is essential to increase children’s understanding of artificial intelligence and machine learning as they encounter it through their daily activities. We have developed DataBites, a museum exhibit aimed at fostering middle-school-age children’s ...
- research-articleOctober 2024
Overcoming challenges to personal narrative co-writing with AI: A participatory design approach for under-resourced high school students
In2Writing '24: Proceedings of the Third Workshop on Intelligent and Interactive Writing AssistantsPages 23–25https://doi.org/10.1145/3690712.3690719Our proposed research seeks to design co-writing AI systems to preserve the writer’s personal voice and maintain evaluation integrity with under-resourced high school students applying to college.
Exploring Collaborative Movement Improvisation Towards the Design of LuminAI—a Co-Creative AI Dance Partner
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 890, Pages 1–22https://doi.org/10.1145/3613904.3642677Co-creation in embodied contexts is central to the human experience but is often lacking in our interactions with computers. We seek to develop a better understanding of embodied human co-creativity to inform the human-centered design of machines that ...
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- research-articleMay 2024
Testing, Socializing, Exploring: Characterizing Middle Schoolers’ Approaches to and Conceptions of ChatGPT
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 276, Pages 1–17https://doi.org/10.1145/3613904.3642332As generative AI rapidly enters everyday life, educational interventions for teaching about AI need to cater to how young people, in particular middle schoolers who are at a critical age for reasoning skills and identity formation, conceptualize and ...
Xylocode: A Novel Approach to Fostering Interest in Computer Science via an Embodied Music Simulation
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 666, Pages 1–16https://doi.org/10.1145/3613904.3642098Fostering learners’ interest remains an important challenge in computer science (CS) education. In this paper, we explore how creative music-making, tangible interfaces, and embodiment can be used toward this end. The primary contribution of this paper ...
- research-articleJuly 2023
AI Meets Holographic Pepper’s Ghost: A Co-Creative Public Dance Experience
DIS '23 Companion: Companion Publication of the 2023 ACM Designing Interactive Systems ConferencePages 274–278https://doi.org/10.1145/3563703.3596658In this demonstration, we present a holographic projected version of LuminAI, which is an interactive art installation that allows participants to collaborate with an AI dance partner by improvising movements together. By utilizing a mix of a top-down ...
- extended-abstractJune 2023
Generative AI Futures: A Speculative Design Exploration
C&C '23: Proceedings of the 15th Conference on Creativity and CognitionPages 380–383https://doi.org/10.1145/3591196.3596616What generative AI futures do we want—and what futures do we not want? To imagine what might exist in the future, we apply speculative design to explore plausible scenarios for generative AI and human coexistence. In this paper, we present gAIrden and ...
- extended-abstractJune 2023
Fostering AI Literacy with Embodiment & Creativity: From Activity Boxes to Museum Exhibits
- Duri Long,
- Sophie Rollins,
- Jasmin Ali-Diaz,
- Katherine Hancock,
- Samnang Nuonsinoeun,
- Jessica Roberts,
- Brian Magerko
IDC '23: Proceedings of the 22nd Annual ACM Interaction Design and Children ConferencePages 727–731https://doi.org/10.1145/3585088.3594495Fostering young learners’ literacy surrounding AI technologies is becoming increasingly important as AI is becoming integrated in many aspects of our lives and is having far-reaching impacts on society. We have developed Knowledge Net and Creature ...
- extended-abstractApril 2023
Conducting Remote Design Research on Embodied, Collaborative Museum Exhibits
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsArticle No.: 379, Pages 1–8https://doi.org/10.1145/3544549.3573842Research activities in interaction design and HCI were widely altered by the COVID-19 pandemic, with many studies shifting online as health concerns inhibited in-person research. Tangible and collaborative activities are often used in informal learning ...
- extended-abstractApril 2023
AI Literacy: Finding Common Threads between Education, Design, Policy, and Explainability
CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing SystemsArticle No.: 329, Pages 1–6https://doi.org/10.1145/3544549.3573808Fostering public AI literacy has been a growing area of interest at CHI for several years, and a substantial community is forming around issues such as teaching children how to build and program AI systems, designing learning experiences to broaden ...
- research-articleApril 2022
Family Learning Talk in AI Literacy Learning Activities
CHI '22: Proceedings of the 2022 CHI Conference on Human Factors in Computing SystemsArticle No.: 226, Pages 1–20https://doi.org/10.1145/3491102.3502091The unique role that AI plays in making decisions that affect human lives creates a need to foster improved public understanding of AI systems. Informal learning spaces are particularly important contexts for fostering AI literacy, as they have the ...
- research-articleApril 2022
Active Prolonged Engagement EXpanded (APEX): A Toolkit for Supporting Evidence-Based Iterative Design Decisions for Collaborative, Embodied Museum Exhibits
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 6, Issue CSCW1Article No.: 50, Pages 1–33https://doi.org/10.1145/3512897This article presents Active Prolonged Engagement eXpanded (APEX), a framework and toolkit for informing evidence-based decisions about the iterative design of embodied, collaborative museum exhibits. We provide an overview of APEX, a framework that ...
- research-articleOctober 2021
Co-Designing AI Literacy Exhibits for Informal Learning Spaces
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 5, Issue CSCW2Article No.: 293, Pages 1–35https://doi.org/10.1145/3476034AI is becoming increasingly integrated in common technologies, which suggests that learning experiences for audiences seeking a "casual" understanding of AI-i.e. understanding how a search engine works, not necessarily understanding how to program one-is ...
- research-articleJuly 2021
Unplugged assignments for K-12 AI education
In this column, we introduce our two "unplugged" (i.e. no technology needed) Model AI Assignments: Introducing AI and Semantic Networks and Knowledge Representations. We also reflect on the potential benefits of unplugged activities for broadening ...