most citedYouth as Peer Auditors: Engaging Teenagers with Algorithm Auditing of Machine Learning Applications

31 citations · 87 across the 9 of their papers we have counts for

collaborators

9 papers

cs.CY2024

Assessing Changes in Thinking about Troubleshooting in Physical Computing: A Clinical Interview Protocol with Failure Artifacts Scenarios

Luis Morales-Navarro, Deborah A. Fields, Yasmin B. Kafai +1

Purpose: The purpose of this paper is to examine how a clinical interview protocol with failure artifact scenarios can capture changes in high school students' explanations of trou…

cs.HC202431 cited

Youth as Peer Auditors: Engaging Teenagers with Algorithm Auditing of Machine Learning Applications

Luis Morales-Navarro, Yasmin B. Kafai, Vedya Konda +1

As artificial intelligence/machine learning (AI/ML) applications become more pervasive in youth lives, supporting them to interact, design, and evaluate applications is crucial. Th…

cs.CY20241 cited

Investigating Youths' Everyday Understanding of Machine Learning Applications: a Knowledge-in-Pieces Perspective

Luis Morales-Navarro, Yasmin B. Kafai

Despite recent calls for including artificial intelligence (AI) literacy in K-12 education, not enough attention has been paid to studying youths' everyday knowledge about machine…

cs.CY20243 cited

Understanding Growth Mindset Practices in an Introductory Physical Computing Classroom: High School Students' Engagement with Debugging by Design Activities

Luis Morales-Navarro, Deborah A. Fields, Yasmin B. Kafai

Background and Context: While debugging is recognized as an essential practice, for many students, encountering bugs can generate emotional responses such as fear and anxiety that…

cs.CY20243 cited

Twenty Constructionist Things to Do with Artificial Intelligence and Machine Learning

Yasmin Kafai, Luis Morales-Navarro

In this paper, we build on the 1971 memo "Twenty Things to Do With a Computer" by Seymour Papert and Cynthia Solomon and propose twenty constructionist things to do with artificial…

cs.CY202321 cited

Connecting Beliefs, Mindsets, Anxiety, and Self-Efficacy in Computer Science Learning: An Instrument for Capturing Secondary School Students' Self-Beliefs

Luis Morales-Navarro, Michael T. Giang, Deborah A. Fields +1

Background and Context: Few instruments exist to measure students' CS engagement and learning especially in areas where coding happens with creative, project-based learning and in…