Journal article
Constructionism and AI: a history and possible futures
- Abstract:
- Constructionism, long before it had a name, was intimately tied to the field of Artificial Intelligence. Soon after the birth of Logo at BBN, Seymour Papert set up the Logo Group as part of the MIT AI Lab. Logo was based upon Lisp, the first prominent AI programming language. Many early Logo activities involved natural language processing, robotics, artificial game players, and generating poetry, art, and music. In the 1970s researchers explored enhancements to Logo to support AI programming by children. In the 1980s the Prolog community, inspired by Logo’s successes, began exploring how to adapt logic programming for use by school children. While there has been over forty years of active AI research in creating intelligent tutoring systems, there was little AI-flavoured constructionism after the 1980s until about 2017 when suddenly a great deal of activity started. Among those activities were attempts to enhance Scratch, Snap!, and MIT App Inventor with new blocks for speech synthesis, speech recognition, image recognition, and the use of pre-trained deep learning models. The Snap! enhancements also include support for word embeddings, as well as blocks to enable learners to create, train, and use deep neural networks. Student and teacher project-oriented resources highlighting these new AI programming components appeared at the same time. In this paper, we review this history, providing a unique perspective on AI developments – both social and technical – from a constructionist perspective. Reflecting on these, we close with speculations about possible futures for AI and constructionism.
- Publication status:
- Published
- Peer review status:
- Peer reviewed
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(Preview, Version of record, 672.2KB, Terms of use)
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- Publisher copy:
- 10.1111/bjet.13088
Authors
- Publisher:
- Wiley
- Journal:
- British Journal of Educational Technology More from this journal
- Volume:
- 52
- Issue:
- 3
- Pages:
- 1130-1142
- Publication date:
- 2021-05-05
- Acceptance date:
- 2021-03-08
- DOI:
- EISSN:
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1467-8535
- ISSN:
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0007-1013
- Language:
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English
- Keywords:
- Pubs id:
-
1166546
- Local pid:
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pubs:1166546
- Deposit date:
-
2021-03-08
Terms of use
- Copyright holder:
- Kahn and Winters.
- Copyright date:
- 2021
- Rights statement:
- © 2021 The Authors. British Journal of Educational Technology published by John Wiley & Sons Ltd on behalf of British Educational Research Association This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
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