Reinvigorating the Discourse on Human-Centered Artificial Intelligence in Educational Technologies

The increasing relevance of artificial intelligence (AI) applications in various domains has led to high expectations of benefits, ranging from precision, efficiency, and optimization to the completion of routine or time-consuming tasks. Particularly in the field of education, AI applications promis...

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Main Authors: André Renz, Gergana Vladova
Format: Article
Language:English
Published: Carleton University 2021-05-01
Series:Technology Innovation Management Review
Subjects:
Online Access:https://timreview.ca/timreview.ca/article/1438
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spelling doaj-cae2e10286ad428d905ec079d66ee6db2021-06-01T23:02:23ZengCarleton UniversityTechnology Innovation Management Review1927-03212021-05-01115516http://doi.org/10.22215/timreview/1438Reinvigorating the Discourse on Human-Centered Artificial Intelligence in Educational TechnologiesAndré Renz0Gergana Vladova1 Weizenbaum Institute for the Networked Society University of Potsdam and Weizenbaum Institute for the Networked Society The increasing relevance of artificial intelligence (AI) applications in various domains has led to high expectations of benefits, ranging from precision, efficiency, and optimization to the completion of routine or time-consuming tasks. Particularly in the field of education, AI applications promise immense innovation potential. A central focus in this field is on analyzing and evaluating learner characteristics to derive learning profiles and create individualized learning environments. The development and implementation of such AI-driven approaches are related to learners' data, and thus involves several privacies, ethics, and morality challenges. In this paper, we introduce the concept of human-centered AI, and consider how an AI system can be developed in line with human values without posing risks to humanity. Because the education market is in the early stages of incorporating AI into educational tools, we believe that this is the right time to raise awareness about the use of principles that foster human-centered values and help in building responsible, ethical, and value-oriented AI.https://timreview.ca/timreview.ca/article/1438artificial intelligencedesign for value approach.educational technologyhuman-centered aiintelligent tutoring systems
collection DOAJ
language English
format Article
sources DOAJ
author André Renz
Gergana Vladova
spellingShingle André Renz
Gergana Vladova
Reinvigorating the Discourse on Human-Centered Artificial Intelligence in Educational Technologies
Technology Innovation Management Review
artificial intelligence
design for value approach.
educational technology
human-centered ai
intelligent tutoring systems
author_facet André Renz
Gergana Vladova
author_sort André Renz
title Reinvigorating the Discourse on Human-Centered Artificial Intelligence in Educational Technologies
title_short Reinvigorating the Discourse on Human-Centered Artificial Intelligence in Educational Technologies
title_full Reinvigorating the Discourse on Human-Centered Artificial Intelligence in Educational Technologies
title_fullStr Reinvigorating the Discourse on Human-Centered Artificial Intelligence in Educational Technologies
title_full_unstemmed Reinvigorating the Discourse on Human-Centered Artificial Intelligence in Educational Technologies
title_sort reinvigorating the discourse on human-centered artificial intelligence in educational technologies
publisher Carleton University
series Technology Innovation Management Review
issn 1927-0321
publishDate 2021-05-01
description The increasing relevance of artificial intelligence (AI) applications in various domains has led to high expectations of benefits, ranging from precision, efficiency, and optimization to the completion of routine or time-consuming tasks. Particularly in the field of education, AI applications promise immense innovation potential. A central focus in this field is on analyzing and evaluating learner characteristics to derive learning profiles and create individualized learning environments. The development and implementation of such AI-driven approaches are related to learners' data, and thus involves several privacies, ethics, and morality challenges. In this paper, we introduce the concept of human-centered AI, and consider how an AI system can be developed in line with human values without posing risks to humanity. Because the education market is in the early stages of incorporating AI into educational tools, we believe that this is the right time to raise awareness about the use of principles that foster human-centered values and help in building responsible, ethical, and value-oriented AI.
topic artificial intelligence
design for value approach.
educational technology
human-centered ai
intelligent tutoring systems
url https://timreview.ca/timreview.ca/article/1438
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AT gerganavladova reinvigoratingthediscourseonhumancenteredartificialintelligenceineducationaltechnologies
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