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- posterFebruary 2025
Sociotechnical AI Education Course Design for CS Majors and Non-Majors
SIGCSETS 2025: Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2Pages 1631–1632https://doi.org/10.1145/3641555.3705252As generative AI increasingly integrates into society and education, the number of institutions implementing AI usage policies and offering introductory AI courses is rising. These introductory AI courses mustn't replicate the "gateway/weed-out" ...
- posterFebruary 2025
A Research-Oriented Course in Developing Tools to Teach AI
SIGCSETS 2025: Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2Pages 1537–1538https://doi.org/10.1145/3641555.3705118We describe a semester-long course in which university students develop original software products to teach K--12 learners ideas in artificial intelligence (AI) and machine learning (ML). The university students build their knowledge of AI/ML, gain ...
- abstractFebruary 2025
The Role of Technical Knowledge in AI Literacy
SIGCSETS 2025: Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2Page 1756https://doi.org/10.1145/3641555.3705055As researchers investigate the role of AI in undergraduate education, questionnaires have become a prominent method of assessing AI literacy. These questionnaires tend to assume that STEM majors have higher AI literacy than non-STEM majors because of the ...
- research-articleFebruary 2025
Fostering children's dispositional autonomy and AI understanding through co-designing AI systems: A learning science perspective
International Journal of Human-Computer Studies (IJHC), Volume 196, Issue Chttps://doi.org/10.1016/j.ijhcs.2024.103412Highlights- Co-designing AI with children from a learning science perspective.
- A co-design activity was designed based on the LBD framework (LBD curriculum).
- Children's dispositional autonomy changed during the LBD curriculum.
- Children’s ...
Co-designing AI systems with children to foster their autonomy has gained traction in the child-computer interaction community. However, the prerequisites for co-designing with a focus on children's dispositional autonomy, their intentional ...
- research-articleSeptember 2024
“Robots Can Do Disgusting Things, but Also Good Things”: Fostering Children’s Understanding of AI through Storytelling
ACM Transactions on Computing Education (TOCE), Volume 24, Issue 3Article No.: 40, Pages 1–55https://doi.org/10.1145/3677613In this research, we explore the use of storybooks as an educational tool for fostering a meaningful understanding of artificial intelligence (AI) technologies for children and consider how AI should be depicted in storybook narratives to achieve this. We ...
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- research-articleSeptember 2024
Enhancing Understanding of Data Traces and Profiling Among K--9 Students Through an Interactive Classroom Game
WiPSCE '24: Proceedings of the 19th WiPSCE Conference on Primary and Secondary Computing Education ResearchArticle No.: 4, Pages 1–9https://doi.org/10.1145/3677619.3677635With the increasing popularity of social media among ever younger children, there is a growing need to educate young learners about the key concepts and mechanisms related to data collection, profiling, and content recommendation on online platforms. ...
- ArticleSeptember 2024
ActiveAI: The Effectiveness of an Interactive Tutoring System in Developing K-12 AI Literacy
- Ying-Jui Tseng,
- Gautam Yadav,
- Xinying Hou,
- Muzhe Wu,
- Yun-Shuo Chou,
- Claire Che Chen,
- Chia-Chia Wu,
- Shi-Gang Chen,
- Yi-Jo Lin,
- Guanze Liao,
- Kenneth R. Koedinger
Technology Enhanced Learning for Inclusive and Equitable Quality EducationPages 452–467https://doi.org/10.1007/978-3-031-72315-5_31AbstractAs we witness groundbreaking advancements in Artificial Intelligence (AI), it is clear that the next generation must be equipped with AI literacy: the skill to interact, evaluate, and collaborate with AI systems. This study introduces ActiveAI, a ...
- keynoteNovember 2024
Some theories from abroad for AI interaction literacy.
UKICER '24: Proceedings of the 2024 Conference on United Kingdom & Ireland Computing Education ResearchArticle No.: 1, Pages 1–3https://doi.org/10.1145/3689535.3689563I have become rather ‘het up’ about the use of AI applications in teaching and learning. I am worried that the digital divide will widen rather than narrow with the increasing use of this technology. A question that bothers me is, "Why are some of our ...
- posterNovember 2024
Developing Computing Teacher Guidance on GenAI
UKICER '24: Proceedings of the 2024 Conference on United Kingdom & Ireland Computing Education ResearchArticle No.: 12, Page 1https://doi.org/10.1145/3689535.3689538Generative AI (GenAI) is becoming widely available for use in schools by teachers and students. While many educators appreciate the potential benefits of GenAI for enhancing learning, there are also significant concerns about authorship, authenticity, ...
- short-paperSeptember 2024
Enhancing AI Education for Business Students through Extended Reality: An Exploratory Study
MuC '24: Proceedings of Mensch und Computer 2024Pages 599–604https://doi.org/10.1145/3670653.3677506Artificial Intelligence (AI) education poses challenges for business students with limited technical knowledge. This exploratory study examines the use of Extended Reality (XR) technologies to improve AI learning. Twelve business students tested three ...
- posterAugust 2024
Supporting the Development of AI Literacy Competencies Within Creative Computing Environments
ICER '24: Proceedings of the 2024 ACM Conference on International Computing Education Research - Volume 2Pages 529–530https://doi.org/10.1145/3632621.3671422Creative computing education can support engagement and learning across artistic and computational disciplines, while providing opportunities for meaningful expression. Prior work has shown that constructing with electronic textiles [6, 12] (alongside ...
- research-articleJuly 2024
Artificial Intelligence in Everyday Life 2.0: Educating University Students from Different Majors
ITiCSE 2024: Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1Pages 24–30https://doi.org/10.1145/3649217.3653542With the surge in data-centric AI and its increasing capabilities, AI applications have become a part of our everyday lives. However, misunderstandings regarding their capabilities, limitations, and associated advantages and disadvantages are widespread. ...
- extended-abstractJune 2024
Development of Personalised Educational Tools for AI Literacy Using Participatory Design
UMAP Adjunct '24: Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and PersonalizationPages 30–34https://doi.org/10.1145/3631700.3664917The flourishing presence of Artificial Intelligence (AI) in daily life emphasizes the necessity for education about AI. It is crucial to create tailored educational materials and tools to meet the unique educational needs of diverse groups. This ongoing ...
- 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 ...
- extended-abstractJune 2024
"AI is a robot that knows many things": Cypriot children's perception of AI
IDC '24: Proceedings of the 23rd Annual ACM Interaction Design and Children ConferencePages 897–901https://doi.org/10.1145/3628516.3659414In today’s world, children are increasingly interacting with AI technologies as part of their daily routines. However, many children may not fully grasp how these technologies function or their implications. Misconceptions about AI capabilities, risks, ...
- short-paperMay 2024
Toward Data Sovereignty: Justice-oriented and Community-based AI Education
RESPECT 2024: Proceedings of the 2024 on RESPECT Annual ConferencePages 94–99https://doi.org/10.1145/3653666.3656107Just as food sovereignty is the innate right of all individuals, we argue that data sovereignty should also be treated similarly. We take a critical approach and have leaned on Indigenous scholarship that focuses on rights, control, and power related to ...
- Work in ProgressMay 2024
Creating an authoring tool for K-12 teachers to design ML-supported scientific inquiry learning
- Xiaofei Zhou,
- Jingwan Tang,
- Hanjia Lyu,
- Xinyi Liu,
- Zhenhao Zhang,
- Lichen Qin,
- Fiona Au,
- Advait Sarkar,
- Zhen Bai
CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing SystemsArticle No.: 90, Pages 1–7https://doi.org/10.1145/3613905.3650762Despite significant advances in machine learning (ML) applications within science, there is a notable gap in its integration into K-12 education to enhance data literacy and scientific inquiry (SI) skills. To address this gap, we enable K-12 teachers ...
- research-articleMarch 2024
Understanding K–12 teachers’ technological pedagogical content knowledge readiness and attitudes toward artificial intelligence education
Education and Information Technologies (KLU-EAIT), Volume 29, Issue 15Pages 19505–19536https://doi.org/10.1007/s10639-024-12621-2AbstractArtificial intelligence (AI) education is increasingly being recognized as essential at the K–12 level. For better understanding teachers’ preparedness for AI education and effectively developing relevant teacher training programs, teachers’ ...
- posterMarch 2024
Exploring AIFORGOOD Summer Camp Curriculum to Foster Middle School Students' Understanding of Artificial Intelligence
- Kyungbin Kwon,
- Keunjae Kim,
- Anne T. Ottenbreit-Leftwich,
- Krista D. Glazewski,
- Matthew L. Brown,
- Haesol Bae,
- Florentina M. Closser
SIGCSE 2024: Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2Pages 1710–1711https://doi.org/10.1145/3626253.3635536This study explores the structure of a summer camp curriculum and the development of middle school students' understanding of Artificial Intelligence (AI). Pre-posttests and surveys measuring AI knowledge and attitudes toward AI were analyzed by paired t-...