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Emphasizing problem formulation in AI literacy activities with children is vital, yet we lack empirical studies on their structure and affordances. We propose that participatory design involving teachable machines facilitates problem…

Human-Computer Interaction · Computer Science 2024-03-01 Utkarsh Dwivedi , Salma Elsayed-Ali , Elizabeth Bonsignore , Hernisa Kacorri

Intergenerational co-creation using technology between grandparents and grandchildren can be challenging due to differences in technological familiarity. AI has emerged as a promising tool to support co-creative activities, offering…

Human-Computer Interaction · Computer Science 2025-03-04 Callie Y. Kim , Arissa J. Sato , Nathan Thomas White , Hui-Ru Ho , Christine P. Lee , Yuna Hwang , Bilge Mutlu

Creative coding platforms like Scratch have democratized programming for children, yet translating imaginative ideas into functional code remains a significant hurdle for many young learners. While AI copilots assist adult programmers, few…

Human-Computer Interaction · Computer Science 2025-05-08 Stefania Druga , Amy J. Ko

Understanding how children design and what they value in AI interfaces that allow them to explicitly train their models such as teachable machines, could help increase such activities' impact and guide the design of future technologies. In…

Human-Computer Interaction · Computer Science 2023-09-28 Utkarsh Dwivedi , Salma Elsayed-ali , Elizabeth Bonsignore , Hernisa Kacorri

How can AI enhance creative coding experiences for families? This study explores the potential of large language models (LLMs) in helping families with creative coding using Scratch. Based on our previous user study involving a prototype AI…

Human-Computer Interaction · Computer Science 2023-05-18 Stefania Druga , Nancy Otero

Interactive storytelling is vital for preschooler development. While children's interactive partners have traditionally been their parents and teachers, recent advances in artificial intelligence (AI) have sparked a surge of AI-based…

Human-Computer Interaction · Computer Science 2024-09-04 Yuling Sun , Jiaju Chen , Bingsheng Yao , Jiali Liu , Dakuo Wang , Xiaojuan Ma , Yuxuan Lu , Ying Xu , Liang He

While the body of research focusing on Intelligent Environments (IEs) programming by adults is steadily growing, informed insights about children as programmers of such environments are limited. Previous work already established that young…

Human-Computer Interaction · Computer Science 2021-05-12 Evropi Stefanidi , Maria Korozi , Asterios Leonidis , Dimitrios Arampatzis , Margherita Antona , George Papagiannakis

As generative AI becomes embedded in children's learning spaces, families face new challenges in guiding its use. Middle childhood (ages 7-13) is a critical stage where children seek autonomy even as parental influence remains strong. Using…

Human-Computer Interaction · Computer Science 2025-10-29 Jingyi Xie , Chuhao Wu , Ge Wang , Rui Yu , He Zhang , Ronald Metoyer , Si Chen

The growing popularity of AI writing assistants presents exciting opportunities to craft tools that cater to diverse user needs. This study explores how personality shapes preferences for AI writing companions and how personalized designs…

Human-Computer Interaction · Computer Science 2025-09-16 Mengke Wu , Kexin Quan , Weizi Liu , Mike Yao , Jessie Chin

Parent-child interaction is critical for child development, yet parents may need guidance in some aspects of their engagement with their children. Current research on educational math robots focuses on child-robot interactions but falls…

Robotics · Computer Science 2023-05-05 Hui-Ru Ho , Nathan White , Edward Hubbard , Bilge Mutlu

Children's agency plays a critical role in shaping children's autonomy, participation, and well-being in their interactions with digital systems, particularly in emerging child-AI contexts. However, how designers currently understand and…

Human-Computer Interaction · Computer Science 2026-03-30 Boyin Yang , Jun Zhao

The arrival of AI coding assistants in educational settings presents a paradigm shift, introducing a "new kid in the classroom" for both students and instructors. Thus, understanding the perceptions of these key actors about this new…

Human-Computer Interaction · Computer Science 2025-09-17 Sergio Rojas-Galeano

With generative AI becoming widespread, the existence of AI-based programming assistants for developers is no surprise. Developers increasingly use them for their work, including generating code to fulfil the data protection requirements…

Software Engineering · Computer Science 2025-06-17 Kashumi Madampe , John Grundy , Nalin Arachchilage

The increasing use of Generative Artificial Intelligence (GAI) tools in education highlights the need to understand their influence on individuals' thinking processes and agency. This research explored 20 university students' interaction…

Human-Computer Interaction · Computer Science 2024-12-02 Tianlong Zhong , Gaoxia Zhu , Kang You Lim , Yew Soon Ong

AI-supported tools can help learners overcome challenges in programming education by providing adaptive assistance. However, existing research often focuses on individual tools rather than deriving broader design recommendations. A key…

Human-Computer Interaction · Computer Science 2025-03-04 Zihan Wu , Yicheng Tang , Barbara Ericson

AI-powered coding assistants can support students in programming courses by providing on-demand explanations and debugging help. However, existing research often focuses on individual tools, leaving a gap in evidence-based design…

Human-Computer Interaction · Computer Science 2026-03-25 Boxuan Ma , Yinjie Xie , Huiyong Li , Gen Li , Li Chen , Atsushi Shimada , Shin'Ichi Konomi

The creation process of design fiction is going participatory and inclusive with non experts. Recognizing the potential of artificial intelligence in creativity support, we explore the use of AI assistance in creating design fiction. This…

Human-Computer Interaction · Computer Science 2022-10-04 Yiying Wu , Yunye Yu , Pengcheng An

As Computational Thinking (CT) continues to permeate younger age groups in K-12 education, established CT platforms such as Scratch face challenges in catering to these younger learners, particularly those in the elementary school (ages…

Human-Computer Interaction · Computer Science 2024-02-08 Liuqing Chen , Shuhong Xiao , Yunnong Chen , Ruoyu Wu , Yaxuan Song , Lingyun Sun

Virtual Assistant technology is rapidly proliferating to improve productivity in a variety of tasks. While several virtual assistants for everyday tasks are well-known (e.g., Siri, Cortana, Alexa), assistants for specialty tasks such as…

Software Engineering · Computer Science 2021-06-25 Zachary Eberhart , Aakash Bansal , Collin McMillan

Children growing up in the era of Artificial Intelligence (AI) will be most impacted by the technology across their life span. Participatory Design (PD) is widely adopted by the Interaction Design and Children (IDC) community, which…

Human-Computer Interaction · Computer Science 2023-04-19 Zhen Bai , Frances Judd , Naomi Polinsky , Elmira Yadollahi
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