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

L Morales-Navarro, Y Kafai, V Konda… - Proceedings of the 23rd …, 2024 - dl.acm.org
As artificial intelligence/machine learning (AI/ML) applications become more pervasive in
youth lives, supporting them to interact, design, and evaluate applications is crucial. This …

Unpacking approaches to learning and teaching machine learning in K-12 Education: Transparency, ethics, and design activities

L Morales-Navarro, YB Kafai - … of the 19th WiPSCE Conference on …, 2024 - dl.acm.org
In this conceptual paper, we review existing literature on artificial intelligence/machine
learning (AI/ML) education to identify three approaches to how learning and teaching ML …

AI MyData: Fostering Middle School Students' Engagement with Machine Learning through an Ethics-Infused AI Curriculum

IT Sanusi, F Martin, R Ma, JE Gonzales… - ACM Transactions on …, 2024 - dl.acm.org
As initiatives on AI education in K-12 learning contexts continues to evolve, researchers
have developed curricula among other resources to promote AI across grade levels. Yet …

Not Just Training, Also Testing: High School Youths' Perspective-Taking through Peer Testing Machine Learning-Powered Applications

L Morales-Navarro, M Shah, YB Kafai - Proceedings of the 55th ACM …, 2024 - dl.acm.org
Most attention in K-12 artificial intelligence and machine learning (AI/ML) education has
been given to having youths train models, with much less attention to the equally important …

In Situ AI Prototy**: Infusing Multimodal Prompts into Mobile Settings with MobileMaker

S Petridis, MX Liu, AJ Fiannaca, V Tsai… - … IEEE Symposium on …, 2024 - ieeexplore.ieee.org
Recent advances in multimodal large language models (LLMs) have made it easier to
rapidly prototype AI-powered features, especially for mobile use cases. However, gathering …

Designing Interactive Explainable AI Tools for Algorithmic Literacy and Transparency

M Bhat, D Long - Proceedings of the 2024 ACM Designing Interactive …, 2024 - dl.acm.org
As artificial intelligence (AI) increasingly permeates everyday life, there is a growing need for
public understanding of AI's underlying principles. Existing educational interventions and …

Application of Deep Learning Techniques for the Optimization of Industrial Processes Through the Fusion of Sensory Data

W Villegas-Ch, W Gaibor-Naranjo… - International Journal of …, 2024 - Springer
In the era of Industry 4.0, mastering the management and analysis of large volumes of data
has become essential to foster technological advances and improve operations. Our work …

What Can Youth Learn About in One Hour? Examining How Hour of Code Activities Address the Five Big Ideas of Artificial Intelligence

L Morales-Navarro, YB Kafai, E Yang… - arxiv preprint arxiv …, 2024 - arxiv.org
The prominence of artificial intelligence and machine learning in everyday life has led to
efforts to foster AI literacy for all K-12 students. In this paper, we review how Hour of Code …

Twenty Constructionist Things to Do with Artificial Intelligence and Machine Learning

Y Kafai, L Morales-Navarro - arxiv preprint arxiv:2402.06775, 2024 - arxiv.org
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 …

Design and Implementation of a Visual Logging and Automatic Modeling Tool for Camp Distribution Connection based on Deep Learning Algorithms

Y Jia, J Zhang, S Suo, C **ao, Y Liang… - … Computing: Practice and …, 2024 - scpe.org
This particular offers a visual logging and automatic modelling apparatus for camp
distribution connection employing state-of-the-art deep learning techniques. The gadget that …