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AI Enabled Tutor for Accessible Training

A significant number of jobs require highly skilled labor which necessitate training on pre-requisite knowledge. Examples include jobs in military, technical field such computer science, large scale fulfillment centers such as Amazon. Moreover, making such jobs accessible to the disabled population...

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Detalles Bibliográficos
Autores principales: Banerjee, Ayan, Lamrani, Imane, Hossain, Sameena, Paudyal, Prajwal, Gupta, Sandeep K. S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334183/
http://dx.doi.org/10.1007/978-3-030-52237-7_3
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author Banerjee, Ayan
Lamrani, Imane
Hossain, Sameena
Paudyal, Prajwal
Gupta, Sandeep K. S.
author_facet Banerjee, Ayan
Lamrani, Imane
Hossain, Sameena
Paudyal, Prajwal
Gupta, Sandeep K. S.
author_sort Banerjee, Ayan
collection PubMed
description A significant number of jobs require highly skilled labor which necessitate training on pre-requisite knowledge. Examples include jobs in military, technical field such computer science, large scale fulfillment centers such as Amazon. Moreover, making such jobs accessible to the disabled population requires even more pre-requisite training such as knowledge of sign language. An artificial intelligent (AI) agent can potentially act as a tutor for such pre-requisite training. This will not only reduce resource requirements for such training but also decrease the time taken for making personnel job ready. In this paper, we develop an AI tutor that can teach users gestures that are required on the field as a pre-requisite. The AI tutor uses a model learning technique that learns the gestures performed by experts. It then uses a model comparison technique to compare a learner with the expert gesture and provides feedback for the learner to improve.
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spelling pubmed-73341832020-07-06 AI Enabled Tutor for Accessible Training Banerjee, Ayan Lamrani, Imane Hossain, Sameena Paudyal, Prajwal Gupta, Sandeep K. S. Artificial Intelligence in Education Article A significant number of jobs require highly skilled labor which necessitate training on pre-requisite knowledge. Examples include jobs in military, technical field such computer science, large scale fulfillment centers such as Amazon. Moreover, making such jobs accessible to the disabled population requires even more pre-requisite training such as knowledge of sign language. An artificial intelligent (AI) agent can potentially act as a tutor for such pre-requisite training. This will not only reduce resource requirements for such training but also decrease the time taken for making personnel job ready. In this paper, we develop an AI tutor that can teach users gestures that are required on the field as a pre-requisite. The AI tutor uses a model learning technique that learns the gestures performed by experts. It then uses a model comparison technique to compare a learner with the expert gesture and provides feedback for the learner to improve. 2020-06-09 /pmc/articles/PMC7334183/ http://dx.doi.org/10.1007/978-3-030-52237-7_3 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Banerjee, Ayan
Lamrani, Imane
Hossain, Sameena
Paudyal, Prajwal
Gupta, Sandeep K. S.
AI Enabled Tutor for Accessible Training
title AI Enabled Tutor for Accessible Training
title_full AI Enabled Tutor for Accessible Training
title_fullStr AI Enabled Tutor for Accessible Training
title_full_unstemmed AI Enabled Tutor for Accessible Training
title_short AI Enabled Tutor for Accessible Training
title_sort ai enabled tutor for accessible training
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334183/
http://dx.doi.org/10.1007/978-3-030-52237-7_3
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