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Published in: KI - Künstliche Intelligenz 2/2021

07-05-2021 | Project Reports

Why, What and How to Help Each Citizen to Understand Artificial Intelligence?

Authors: Frédéric Alexandre, Jade Becker, Marie-Hélène Comte, Aurélie Lagarrigue, Romain Liblau, Margarida Romero, Thierry Viéville

Published in: KI - Künstliche Intelligenz | Issue 2/2021

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Abstract

A critical understanding of digital technologies is an empowering competence for citizens of all ages. In this paper we introduce an open educational approach of artificial intelligence (AI) for everyone. Through a hybrid and participative MOOC we aim to develop a critical and creative perspective about the way AI is integrated in the different domains of our lives. We have built and now operate a MOOC in AI for all the citizens from 15 years old. The MOOC aims to help understanding AI foundations and applications, intended for a large public beyond the school domain, with more than 20,000 participants engaged in the MOOC after nine months. This study addresses the pedagogical methods for designing and evaluating the MOOC in AI. Through this study we raise four questions regarding citizen education in AI: Why (i.e., to which aim) sharing such citizen formation? What is the disciplinary knowledge to be shared? What are the competencies to develop? How can it be shared and evaluated? We finally share learning analytics, quantitative and qualitative evaluations and explain to which extent educational science research helps enlighten such large scale initiatives. The analysis of the MOOC in AI helps to identify that the main feedback related to AI is “fear”, because AI is unknown and mysterious to the participants. After developing playful AI simulations, the AI mechanisms become familiar for the MOOC participants and they can overcome their misconception on AI to develop a more critical point of view. This contribution describes a K-12 AI educational project or initiatives of a considerable impact, via the formation of teachers and other educators.

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Appendix
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Footnotes
1
People often focus on “does AI yield machine intelligence” which is an ill-posed question as discussed in our supplementary material, whereas the fact machines execute what is considered as intelligent calls into question what is human intelligence.
 
3
During unplug activities, the learners can take a step back, embodying [23] their learning through activities involving movement. It aims to develop a socio-critical approach through which the learner and citizen develops a critical and creative relationship with digital technology, appropriating the concepts and processes of computational thinking with their entire mind and body. The positive impact of these activities was studied, for instance by Brackmann et al. [18] on two classes with a control group; they observed a statistically significant improvement in the children’s performance in computational thinking, for example, breaking down problems into sub-problems.
 
4
For instance, one of us is also co-author of a “science” textbook for French K11 and K12, the AI initiation being included in the curriculum of this school teaching.
 
5
We only got a bitter exchange about the fact we are very strong on gender equality, e.g., using inclusive writing (i.e., expliciting both male and female genders in French writing). Gender equality issues are especially important in the present context, and are omnipresent in our resources. This has been considered as “too much” by one participant, while several did support our choice.
 
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Metadata
Title
Why, What and How to Help Each Citizen to Understand Artificial Intelligence?
Authors
Frédéric Alexandre
Jade Becker
Marie-Hélène Comte
Aurélie Lagarrigue
Romain Liblau
Margarida Romero
Thierry Viéville
Publication date
07-05-2021
Publisher
Springer Berlin Heidelberg
Published in
KI - Künstliche Intelligenz / Issue 2/2021
Print ISSN: 0933-1875
Electronic ISSN: 1610-1987
DOI
https://doi.org/10.1007/s13218-021-00725-7

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