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Objective This study investigates what kind of conceptions primary school students have about ML if they are not conceptually "primed" with the idea that in ML, humans teach computers. Method Qualitative survey responses from 197 Finnish…

Computers and Society · Computer Science 2024-02-16 Pekka Mertala , Janne Fagerlund , Jukka Lehtoranta , Emilia Mattila , Tiina Korhonen

As artificial intelligence (AI) becomes increasingly integrated into education, understanding how students perceive its risks is essential for supporting responsible and effective adoption. This research aimed to examine the relationships…

Computers and Society · Computer Science 2025-12-05 Ville Heilala , Pieta Sikström , Mika Setälä , Tommi Kärkkäinen

As artificial intelligence (AI) advances in reasoning capabilities, most recently with the emergence of Large Reasoning Models (LRMs), understanding how children conceptualize AI's reasoning processes becomes critical for fostering AI…

Artificial Intelligence · Computer Science 2025-05-23 Aayushi Dangol , Robert Wolfe , Runhua Zhao , JaeWon Kim , Trushaa Ramanan , Katie Davis , Julie A. Kientz

As voice-based Conversational Assistants (CAs), including Alexa, Siri, Google Home, have become commonly embedded in households, many children now routinely interact with Artificial Intelligence (AI) systems. It is important to research…

Human-Computer Interaction · Computer Science 2023-05-10 Valentina Andries , Judy Robertson

Artificial intelligence (AI) is everywhere, with many children having increased exposure to AI technologies in daily life. We aimed to understand middle school girls' (a group often excluded group in tech) perceptions and knowledge gaps…

Human-Computer Interaction · Computer Science 2023-02-28 Jaemarie Solyst , Alexis Axon , Angela E. B. Stewart , Motahhare Eslami , Amy Ogan

As generative artificial intelligence (genAI) increasingly mediates how children learn, communicate, and engage with digital content, understanding children's hopes and fears about this emerging technology is crucial. In a pilot study with…

Human-Computer Interaction · Computer Science 2025-05-23 Aayushi Dangol , Robert Wolfe , Daeun Yoo , Arya Thiruvillakkat , Ben Chickadel , Julie A. Kientz

This pioneering study explores students' perceptions of AI-giarism, an emergent form of academic dishonesty involving AI and plagiarism, within the higher education context. A survey, undertaken by 393 undergraduate and postgraduate…

Computers and Society · Computer Science 2023-06-13 Cecilia Ka Yuk Chan

This paper presents the results of an extensive study investigating the opinions on Artificial Intelligence (AI) of a sample of 4,006 European citizens from eight distinct countries (France, Germany, Italy, Netherlands, Poland, Romania,…

Computers and Society · Computer Science 2023-08-22 Teresa Scantamburlo , Atia Cortés , Francesca Foffano , Cristian Barrué , Veronica Distefano , Long Pham , Alessandro Fabris

The field artificial intelligence (AI) has been founded over 65 years ago. Starting with great hopes and ambitious goals the field progressed though various stages of popularity and received recently a revival in the form of deep neural…

Artificial Intelligence · Computer Science 2022-09-14 Frank Emmert-Streib , Olli Yli-Harja , Matthias Dehmer

Younger generations are growing up in a world increasingly shaped by intelligent technologies, making early AI literacy crucial for developing the skills to critically understand and navigate them. However, education in this field often…

Artificial Intelligence · Computer Science 2025-05-28 Maria Cristina Carrisi , Mirko Marras , Sara Vergallo

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 activities engage with the five big ideas of AI, in…

Computers and Society · Computer Science 2025-01-14 Luis Morales-Navarro , Yasmin B. Kafai , Eric Yang , Asep Suryana

Perceptions of intelligence shape how learners evaluate and rely on artificial intelligence (AI) systems. Despite rapid advances in AI capabilities, the impact of sustained exposure to these tools on students' valuation of human…

Computers and Society · Computer Science 2026-05-19 Islem Rekik

The capabilities of generative AI (genAI) have dramatically increased in recent times, and there are opportunities for children to leverage new features for personal and school-related endeavors. However, while the future of genAI is taking…

Human-Computer Interaction · Computer Science 2024-07-02 Jaemarie Solyst , Ellia Yang , Shixian Xie , Jessica Hammer , Amy Ogan , Motahhare Eslami

There is increasing interest in Artificial Intelligence and its application to medicine. Perceptions are less well-known, notably amongst children and young people. 21 members of a Young Persons Advisory Group for research, recommend…

Human-Computer Interaction · Computer Science 2021-10-12 Sheena Visram , Deirdre Leyden , Oceiah Annesley , Dauda Bappa , Neil J Sebire

This research paper presents a study of undergraduate technology students' self-reflective learning about artificial intelligence (AI). Research on AI literacy proposes that learners must develop five competencies associated with AI:…

Computers and Society · Computer Science 2025-08-22 Ashish Hingle , Aditya Johri

In this work we investigate how children ages 5-12 perceive, understand, and use generative AI models such as a text-based LLMs ChatGPT and a visual-based model DALL-E. Generative AI is newly being used widely since chatGPT. Children are…

Human-Computer Interaction · Computer Science 2024-05-24 Eliza Kosoy , Soojin Jeong , Anoop Sinha , Alison Gopnik , Tanya Kraljic

Pronunciation instruction in foreign language classrooms has often been an overlooked area of focus. With the widespread adoption of Artificial Intelligence (AI) and its potential benefits, investigating how AI is utilized in pronunciation…

Artificial Intelligence · Computer Science 2025-03-07 Georgios P. Georgiou

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

In this research paper we examine undergraduate students' use of and perceptions of generative AI (GenAI). Students are early adopters of the technology, utilizing it in atypical ways and forming a range of perceptions and aspirations about…

Computers and Society · Computer Science 2025-07-11 Aditya Johri , Ashish Hingle , Johannes Schleiss

The application of Artificial Intelligence, in particular Generative AI, has become more widespread among educational institutions. Opinions vary widely on whether integrating AI into classrooms is the way forward or if it is detrimental to…

Computers and Society · Computer Science 2025-10-06 Isaac Alpizar-Chacon , Hieke Keuning , Imke de Jong , Ioanna Lykourentzou , Susan Rings
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