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Use and Design of Chatbots for the Circular Economy †

The fact that advanced technologies and their economic applications have generated increasing resource costs justifies the transition from a linear approach to a circular one in order to control these costs. From this perspective, this study presents how artificial intelligence can help achieve this...

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Detalles Bibliográficos
Autores principales: Zota, Răzvan Daniel, Cîmpeanu, Ionuț Alexandru, Dragomir, Denis Alexandru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255153/
https://www.ncbi.nlm.nih.gov/pubmed/37299717
http://dx.doi.org/10.3390/s23114990
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author Zota, Răzvan Daniel
Cîmpeanu, Ionuț Alexandru
Dragomir, Denis Alexandru
author_facet Zota, Răzvan Daniel
Cîmpeanu, Ionuț Alexandru
Dragomir, Denis Alexandru
author_sort Zota, Răzvan Daniel
collection PubMed
description The fact that advanced technologies and their economic applications have generated increasing resource costs justifies the transition from a linear approach to a circular one in order to control these costs. From this perspective, this study presents how artificial intelligence can help achieve this goal. Therefore, at the beginning of this article, we begin with an introduction and brief review of the literature on the subject. Our research procedure involved the combination of qualitative and quantitative forms of research using mixed methods. In this study, we presented and analyzed five chatbot solutions used in the field of the circular economy. The analysis of these five chatbots helped us design, in the second part of this paper, the procedures for data collection, training, development, and testing of a chatbot using various natural language processing (NLP) and deep processing (DP) techniques. Additionally, we include discussions and some conclusions regarding all aspects of the subject to see how they can help us in future studies. Furthermore, our future research with this topic will have as the goal the effective construction of a chatbot dedicated to the circular economy.
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spelling pubmed-102551532023-06-10 Use and Design of Chatbots for the Circular Economy † Zota, Răzvan Daniel Cîmpeanu, Ionuț Alexandru Dragomir, Denis Alexandru Sensors (Basel) Article The fact that advanced technologies and their economic applications have generated increasing resource costs justifies the transition from a linear approach to a circular one in order to control these costs. From this perspective, this study presents how artificial intelligence can help achieve this goal. Therefore, at the beginning of this article, we begin with an introduction and brief review of the literature on the subject. Our research procedure involved the combination of qualitative and quantitative forms of research using mixed methods. In this study, we presented and analyzed five chatbot solutions used in the field of the circular economy. The analysis of these five chatbots helped us design, in the second part of this paper, the procedures for data collection, training, development, and testing of a chatbot using various natural language processing (NLP) and deep processing (DP) techniques. Additionally, we include discussions and some conclusions regarding all aspects of the subject to see how they can help us in future studies. Furthermore, our future research with this topic will have as the goal the effective construction of a chatbot dedicated to the circular economy. MDPI 2023-05-23 /pmc/articles/PMC10255153/ /pubmed/37299717 http://dx.doi.org/10.3390/s23114990 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zota, Răzvan Daniel
Cîmpeanu, Ionuț Alexandru
Dragomir, Denis Alexandru
Use and Design of Chatbots for the Circular Economy †
title Use and Design of Chatbots for the Circular Economy †
title_full Use and Design of Chatbots for the Circular Economy †
title_fullStr Use and Design of Chatbots for the Circular Economy †
title_full_unstemmed Use and Design of Chatbots for the Circular Economy †
title_short Use and Design of Chatbots for the Circular Economy †
title_sort use and design of chatbots for the circular economy †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255153/
https://www.ncbi.nlm.nih.gov/pubmed/37299717
http://dx.doi.org/10.3390/s23114990
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