The DOI matches its Crossref record; 27 of the 27 references it cites were found in a registry or an index.
A Differentiated Discussion About AI Education K-12
Open accessAbstract
AI Education for K-12 and in particular AI literacy gained huge interest recently due to the significantly influence in daily life, society, and economy. In this paper we discuss this topic of early AI education along four dimensions: (1) formal versus informal education, (2) cooperation of researchers in AI and education, (3) the level of education, and (4) concepts and tools.
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“Studies emphasising AI literacy frame works (2) identify different aspects of AI that students as well as teachers should understand [18,73].”
From In search of artificial intelligence (AI) literacy in teacher education: A scoping review (2024) · cites this paper as [73]
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(1980) · Medical Entomology and Zoology · Cited by 7,534
Resnick, M., Maloney, J., Monroy-Hernández, A., Rusk, N., Eastmond, E., Brennan, K., Millner, A., Rosenbaum, E., Silver, J., Silverman, B., et al. (2009) · Communications of the ACM · doi:10.1145/1592761.1592779 · Cited by 3,333
(2016) · Open Research Online (The Open University) · Cited by 1,410
Envisioning AI for K-12: What Should Every Child Know about AI?
Touretzky, D., Gardner-McCune, C., Martin, F., & Seehorn, D. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence · doi:10.1609/aaai.v33i01.33019795 · Cited by 918
Mindstorms: Children, computers, and powerful ideas
Schutz, R. E. (1981) · Journal of School Psychology · doi:10.1016/0022-4405(81)90048-0 · Cited by 521
Teachable Machine: Approachable Web-Based Tool for Exploring Machine Learning Classification
Carney, M., Webster, B., Alvarado, I., Phillips, K., Howell, N., Griffith, J., Jongejan, J., Pitaru, A., & Chen, A. J. (2020) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3334480.3382839 · Cited by 379
PopBots: Designing an Artificial Intelligence Curriculum for Early Childhood Education
Williams, R., Park, H. W., Oh, L., & Breazeal, C. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence · doi:10.1609/aaai.v33i01.33019729 · Cited by 269
App inventor and real-world motivation
Wolber, D. (2011) · ACM Technical Symposium on Computer Science Education (SIGCSE) · doi:10.1145/1953163.1953329 · Cited by 182
Touretzky, D. S., Gardner‐McCune, C., Breazeal, C., Martin, F., & Seehorn, D. (2019) · AI Magazine · doi:10.1609/aimag.v40i4.5289 · Cited by 128
Analyzing Teacher Competency with TPACK for K-12 AI Education
Kim, S., Jang, Y., Choi, S., Kim, W., Jung, H., Kim, S., & Kim, H. (2021) · KI - Künstliche Intelligenz · doi:10.1007/s13218-021-00731-9 · Cited by 111
Research works printed but not linked: 4
- Touretzky D, Gardner-McCune C, Martin F, Seehorn D (2019) K-12 guidelines for artificial intelligence: what students should know. In: Conference of international society for technology in education (ISTE)
- Koo S, Liew L (2020) Intergenerational learning with AI for kids (AI4K$$^{TM}$$). In: 2nd international workshop on education in artificial intelligence k-12 (eduai20), international conference on artificial intelligence in education (AIED-20)
- EduAI-K-12 (2020) Workshop on education in artificial intelligence K-12 at IJCAI-19 and AIED-20. http://eduai.ist.tugraz.at/. Accessed 10 Apr 2021
- SIGCSE (2021) Technical symposium on computer science education. https://sigcse2021.sigcse.org/. Accessed 1 Mar 2021
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Items 101–165 of 165
4.1 Moralische Kompetenz in Robotern: Wie ist der Stand der Forschung?
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-020 · Cited by 1
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Zhou, G., & Qiao, F. (2025) · KOME · doi:10.17646/kome.of.22 · Cited by 1
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(2023) · E-learning · doi:10.34916/el.2023.15 · Cited by 1
Artificial Intelligence Literacy Framework for K-12 StudentsPreprint
El-dosuky, M. A. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4947507 · Cited by 1
Kim, J., Yang, G., Chan, W. S., Lin, X., Song, Y., & Li, N. (2026) · European Journal of Education · doi:10.1111/ejed.70658 · Cited by 1
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-032
3.1 Welche Ethik ist die Richtige?
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-015
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-028
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-004
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-017
3.4 Altruistische und empathische Maschinen
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-018
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-fm
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-033
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-027
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-007
4.5 Die Stufen der moralischen Orientierung
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-024 · Cited by 1
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-026
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-016
1.5 Können Roboter Personen sein?
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-008
2.3 »Kognitive Wende« in der Psychologie«
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-011
2.5 Linds Zwei-Aspekt-Theorie: Moral ist lehrbar
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-013
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-003
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-019
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-002
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-025
2.6 Warum brauchen Roboter moralische Kompetenz?
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-014
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-021
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-toc
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-009
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-001
4.4 Dual-Aspekt-Dual-Ebenen Modell
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-023 · Cited by 1
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-029
6.2 Mein Freund, der Roboter – eine Unterrichtseinheit für die Grundschule
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-030
4.3 Der funktionalistische Ansatz: Moralischen Kompetenz als Komponenten-Modell
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-022 · Cited by 1
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-010
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-005
1.3 Roboter versus KI: Was ist der Unterschied?
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-006
2.4 Die »Renaissance des Gefühls«
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-012
Schmiljun, A., & Schmiljun, I. M. (2024) · Edition Moderne, Postmoderne · doi:10.14361/9783839467206-031 · Cited by 1
Qasserras, L. (2024) · Communications in computer and information science · doi:10.1007/978-3-031-64315-6_20
The Impact of AI-Assisted Mind Map-Based Learning Assessment on Motivation
Boukhari, S., Radid, M., Naciri, A., Chemsi, G., & Sadiq, M. (2025) · IGI Global eBooks · doi:10.4018/979-8-3373-0740-4.ch002
AI and Workforce Development: Preparing Students for the Future of Work
Simok, A. A., Ismail, Z. I. M., & Sanmugam, M. (2025) · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · doi:10.1007/978-3-031-56848-0_6
Visual Literacy in the Age of Generative AI: Lessons from a Public Quiz and Student Workshops
Ivanović, M. D. (2025) · International Conference on Smart and Sustainable Technologies (SpliTech) · doi:10.23919/splitech65624.2025.11091711
Literacy and Readiness of Using Artificial Intelligence Among Pre-service Teachers
Alalong, F. J. A., Masicampo, M. R. A., Nuer, B. P. O., & Cubillas, T. E. (2025) · doi:10.1109/icet67257.2025.11291074
Ghadiri, P., Yaffe, M. J., Adams, A. M., & Abbasgholizadeh-Rahimi, S. (2024) · Figshare · doi:10.6084/m9.figshare.26036450
Navigating Artificial Intelligence Literacy in Early Childhood Education
ARICI, E. Y., Yiğit, N. B., & Kalogiannakis, M. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3373-9074-1.ch004
Groza, I. M., & Mocrac, A. (2025) · International Conference on Educational Technology (ICET) · doi:10.1109/icet67421.2025.11380406
Li, M., Yang, C., & Wang, Q. (2026) · Interactive Learning Environments · doi:10.1080/10494820.2026.2638486
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Markus, A., Carolus, A., & Wienrich, C. (2026) · Computers in Human Behavior Artificial Humans · doi:10.1016/j.chbah.2026.100298
Tsioukas, K., & Κώστας, Α. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/407456
Kong, S. C., Yang, Y., & Hou, C. Y. (2026) · Springer international handbooks of education · doi:10.1007/978-981-96-3901-4_1-1
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Förster, M., Pitz, K., Wrabel, A., Klier, M., & Zimmermann, S. (2026) · Lecture notes in information systems and organisation · doi:10.1007/978-3-032-08486-6_19
Yu, L., Ding, X. Z., Ding, Y., & Li, J. (2026) · Education and Information Technologies · doi:10.1007/s10639-026-14050-9
Koçak, G., & Kurtulmuş, Z. (2026) · Ihlara Eğitim Araştırmaları Dergisi · doi:10.47479/ihead.1822765
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Reis, L. K., & Schütz, P. (2026) · MedienPädagogik Zeitschrift für Theorie und Praxis der Medienbildung · doi:10.21240/mpaed/71/2026.08.05.x
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Jeong, D., & Lee, S. W. (2026) · Computers in Human Behavior · doi:10.1016/j.chb.2026.109227
Metadata
- Authors
- Steinbauer, G., Kandlhofer, M., Chklovski, T., Heintz, F., & Koenig, S.
- Affiliations
- Graz University of Technology (AT)
- Österreichische Computer Gesellschaft (AT)
- Linköping University (SE)
- University of Southern California (US)
- Corresponding author
- Steinbauer, Gerald
- Venue
- KI - Künstliche Intelligenz
- Published
- 2021-05-13
- Volume
- 35
- Issue
- 2
- Pages
- 131-137
- ISSN
- 0933-1875 (ISSN-L)
- 1610-1987
- PMC
- PMC8117807
- OpenAlex
- W3161021660
- Cited by
- 160
- References
- 27
- Citations by year
- 2026: 27 · 2025: 38 · 2024: 61 · 2023: 17 · 2022: 14 · 2021: 3
- FWCI
- 21.48
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Künstliche Intell. (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- KTH Publication Database DiVA (KTH Royal Institute of Technology) (submittedVersion, other-oa)
- Funders
- Graz University of Technology
- Topics
- Social Sciences › Education › Artificial Intelligence in Education
- Physical Sciences › Computer Science › Computer Science Applications › Teaching and Learning Programming
- Social Sciences › Education › Digital literacy in education
- Keywords
- artificial intelligence in education, K-12 education, AI literacy
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