Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch
The importance of educating the next generations in the understanding of the fundamentals of the upcoming scientific and technological innovations that will force a broad social and economical paradigm change can not be overstressed. One such breakthrough technologies is Artificial Intelligence (AI)...
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IEEE
2019-01-01
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| Online Access: | https://ieeexplore.ieee.org/document/8915693/ |
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| author | Julian Estevez Gorka Garate Manuel Grana |
| author_facet | Julian Estevez Gorka Garate Manuel Grana |
| author_sort | Julian Estevez |
| collection | DOAJ |
| description | The importance of educating the next generations in the understanding of the fundamentals of the upcoming scientific and technological innovations that will force a broad social and economical paradigm change can not be overstressed. One such breakthrough technologies is Artificial Intelligence (AI), specifically machine learning algorithms. Nowadays, the public has little understanding of the workings and implications of AI techniques that are already entering their lives in many ways. We aim to achieve widespread public understanding of these issues in an experiential learning framework. Following a design based research approach, we propose to implement program coding scaffoldings to teach and experiment some basic mechanisms of AI systems. Such experiments would be shedding new light into AI potentials and limitations. In this paper we focus on innovative ways to introduce high school students to the fundamentals and operation of two of the most popular AI algorithms. We describe the elements of a workshop where we provide an academic use-create-modify scaffolding where students work on the Scratch partial coding of the algorithms so they can explore the behavior of the algorithm, gaining understanding of the underlying computational thinking of AI processes. The extent of the impact on the students of this experience is measured through questionnaires filled before and after participation in the workshop. Preliminary experiments offer encouraging results, showing that the workshop has differential impact on the way students understand AI. |
| format | Article |
| id | doaj-art-f2f810bee2fe4b008a1442b5abdabc78 |
| institution | OA Journals |
| issn | 2169-3536 |
| language | English |
| publishDate | 2019-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-f2f810bee2fe4b008a1442b5abdabc782025-08-20T02:26:45ZengIEEEIEEE Access2169-35362019-01-01717902717903610.1109/ACCESS.2019.29561368915693Gentle Introduction to Artificial Intelligence for High-School Students Using ScratchJulian Estevez0https://orcid.org/0000-0002-7620-5980Gorka Garate1https://orcid.org/0000-0001-9285-8810Manuel Grana2https://orcid.org/0000-0001-7373-4097Computational Intelligence Group, University of the Basque Country (UPV-EHU), Donostia-San Sebastian, SpainComputational Intelligence Group, University of the Basque Country (UPV-EHU), Donostia-San Sebastian, SpainComputational Intelligence Group, University of the Basque Country (UPV-EHU), Donostia-San Sebastian, SpainThe importance of educating the next generations in the understanding of the fundamentals of the upcoming scientific and technological innovations that will force a broad social and economical paradigm change can not be overstressed. One such breakthrough technologies is Artificial Intelligence (AI), specifically machine learning algorithms. Nowadays, the public has little understanding of the workings and implications of AI techniques that are already entering their lives in many ways. We aim to achieve widespread public understanding of these issues in an experiential learning framework. Following a design based research approach, we propose to implement program coding scaffoldings to teach and experiment some basic mechanisms of AI systems. Such experiments would be shedding new light into AI potentials and limitations. In this paper we focus on innovative ways to introduce high school students to the fundamentals and operation of two of the most popular AI algorithms. We describe the elements of a workshop where we provide an academic use-create-modify scaffolding where students work on the Scratch partial coding of the algorithms so they can explore the behavior of the algorithm, gaining understanding of the underlying computational thinking of AI processes. The extent of the impact on the students of this experience is measured through questionnaires filled before and after participation in the workshop. Preliminary experiments offer encouraging results, showing that the workshop has differential impact on the way students understand AI.https://ieeexplore.ieee.org/document/8915693/Scratch programmingteaching AI fundamentalspublic AI awareness |
| spellingShingle | Julian Estevez Gorka Garate Manuel Grana Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch IEEE Access Scratch programming teaching AI fundamentals public AI awareness |
| title | Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch |
| title_full | Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch |
| title_fullStr | Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch |
| title_full_unstemmed | Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch |
| title_short | Gentle Introduction to Artificial Intelligence for High-School Students Using Scratch |
| title_sort | gentle introduction to artificial intelligence for high school students using scratch |
| topic | Scratch programming teaching AI fundamentals public AI awareness |
| url | https://ieeexplore.ieee.org/document/8915693/ |
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