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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer International Publishing
2021
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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 |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-7893382 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT bednyinna applicationofsystemicstructuralactivitytheorytothedesignofbotsandaisoftware |