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Application of systemic-structural activity theory to the design of BOTs and AI software

Today, artificial intelligence (AI) and BOTs (build–operate–transfer) transform our individual lives and businesses. Some authors even claim that this is the era of intelligence in machines. AI and BOTs are developed to mimic various human behaviors. The Systemic-Structural Activity Theory (SSAT) is...

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Autor principal: Bedny, Inna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7893382/
http://dx.doi.org/10.1007/s42454-021-00027-1
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author Bedny, Inna
author_facet Bedny, Inna
author_sort Bedny, Inna
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description Today, artificial intelligence (AI) and BOTs (build–operate–transfer) transform our individual lives and businesses. Some authors even claim that this is the era of intelligence in machines. AI and BOTs are developed to mimic various human behaviors. The Systemic-Structural Activity Theory (SSAT) is the framework that offers numerous methods of analyzing and optimizing human performance and reducing the number of errors. This paper focuses on how the SSAT methodology can be utilized to develop AI and BOTs. The SSAT analysis of the tasks, their design, and testing can be improved via building a human algorithm of the task performance. Such analysis allows users to choose the most efficient method of task performance that can then be applied to the development of an AI or a BOT. This paper discusses the examples of BOT development and demonstrates the capabilities, utilization, and future applications of the SSAT framework.
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spelling pubmed-78933822021-02-19 Application of systemic-structural activity theory to the design of BOTs and AI software Bedny, Inna Hum.-Intell. Syst. Integr. Research Article Today, artificial intelligence (AI) and BOTs (build–operate–transfer) transform our individual lives and businesses. Some authors even claim that this is the era of intelligence in machines. AI and BOTs are developed to mimic various human behaviors. The Systemic-Structural Activity Theory (SSAT) is the framework that offers numerous methods of analyzing and optimizing human performance and reducing the number of errors. This paper focuses on how the SSAT methodology can be utilized to develop AI and BOTs. The SSAT analysis of the tasks, their design, and testing can be improved via building a human algorithm of the task performance. Such analysis allows users to choose the most efficient method of task performance that can then be applied to the development of an AI or a BOT. This paper discusses the examples of BOT development and demonstrates the capabilities, utilization, and future applications of the SSAT framework. Springer International Publishing 2021-02-19 2021 /pmc/articles/PMC7893382/ http://dx.doi.org/10.1007/s42454-021-00027-1 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG part of Springer Nature 2021 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 Research Article
Bedny, Inna
Application of systemic-structural activity theory to the design of BOTs and AI software
title Application of systemic-structural activity theory to the design of BOTs and AI software
title_full Application of systemic-structural activity theory to the design of BOTs and AI software
title_fullStr Application of systemic-structural activity theory to the design of BOTs and AI software
title_full_unstemmed Application of systemic-structural activity theory to the design of BOTs and AI software
title_short Application of systemic-structural activity theory to the design of BOTs and AI software
title_sort application of systemic-structural activity theory to the design of bots and ai software
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7893382/
http://dx.doi.org/10.1007/s42454-021-00027-1
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