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Frameworks for developing an Agro-Prosumer Community Group platform

BACKGROUND: The involvement of prosumers in the form of agricultural community groups has been acknowledged, and interest in it is increasing due to local food demand and quality of food. How to create a prosumer group? The definition of agro-prosumers and analysis of their behaviour, engaging new m...

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Autores principales: Jain, Pratima, Potdar, Vidyasagr
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670369/
https://www.ncbi.nlm.nih.gov/pubmed/34977347
http://dx.doi.org/10.7717/peerj-cs.765
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author Jain, Pratima
Potdar, Vidyasagr
author_facet Jain, Pratima
Potdar, Vidyasagr
author_sort Jain, Pratima
collection PubMed
description BACKGROUND: The involvement of prosumers in the form of agricultural community groups has been acknowledged, and interest in it is increasing due to local food demand and quality of food. How to create a prosumer group? The definition of agro-prosumers and analysis of their behaviour, engaging new members to the existing groups, managing members and their goals are important factors to consider. Hence, to overcome this barrier and to improve the participation of prosumers, in this paper three key frameworks are presented to develop an Agro-Prosumer Community Group (APCGs) platform. METHODS: A conceptual process that consist of strict multiple stages i.e., requirement analysis, design logic, theoretical fundamentals, implementation of prototype and verification, is used to build the frameworks for APCG. Different methods and approaches are used to design and develop framework’s prototype. For instance, clustering algorithms are used to define and group agro-prosumer concept, an approach is developed that evaluates real-time production behaviour of new prosumers while engaging them to APCG. Finally, the goal-ranking techniques i.e., MCGP are used to build a goal management framework that effectively reaches a compromise between diverse goals of APCGs. RESULTS: Results for each framework is shown while verifying the prototype using prosumers data. CONCLUSION: An Agro-Prosumer Community Group addresses three key issues relevant to the development of an agro-prosumer community-based approach to manage the prosumers in local food- and carbon-sharing networks. The key contributions are (1) APCG concept, (2) Prosumer engagement framework, and (3) Goal management framework. Thus APCG platform provides a seamless structure for carbon and produce sharing network.
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spelling pubmed-86703692021-12-30 Frameworks for developing an Agro-Prosumer Community Group platform Jain, Pratima Potdar, Vidyasagr PeerJ Comput Sci Adaptive and Self-Organizing Systems BACKGROUND: The involvement of prosumers in the form of agricultural community groups has been acknowledged, and interest in it is increasing due to local food demand and quality of food. How to create a prosumer group? The definition of agro-prosumers and analysis of their behaviour, engaging new members to the existing groups, managing members and their goals are important factors to consider. Hence, to overcome this barrier and to improve the participation of prosumers, in this paper three key frameworks are presented to develop an Agro-Prosumer Community Group (APCGs) platform. METHODS: A conceptual process that consist of strict multiple stages i.e., requirement analysis, design logic, theoretical fundamentals, implementation of prototype and verification, is used to build the frameworks for APCG. Different methods and approaches are used to design and develop framework’s prototype. For instance, clustering algorithms are used to define and group agro-prosumer concept, an approach is developed that evaluates real-time production behaviour of new prosumers while engaging them to APCG. Finally, the goal-ranking techniques i.e., MCGP are used to build a goal management framework that effectively reaches a compromise between diverse goals of APCGs. RESULTS: Results for each framework is shown while verifying the prototype using prosumers data. CONCLUSION: An Agro-Prosumer Community Group addresses three key issues relevant to the development of an agro-prosumer community-based approach to manage the prosumers in local food- and carbon-sharing networks. The key contributions are (1) APCG concept, (2) Prosumer engagement framework, and (3) Goal management framework. Thus APCG platform provides a seamless structure for carbon and produce sharing network. PeerJ Inc. 2021-12-06 /pmc/articles/PMC8670369/ /pubmed/34977347 http://dx.doi.org/10.7717/peerj-cs.765 Text en ©2021 Jain and Potdar https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited.
spellingShingle Adaptive and Self-Organizing Systems
Jain, Pratima
Potdar, Vidyasagr
Frameworks for developing an Agro-Prosumer Community Group platform
title Frameworks for developing an Agro-Prosumer Community Group platform
title_full Frameworks for developing an Agro-Prosumer Community Group platform
title_fullStr Frameworks for developing an Agro-Prosumer Community Group platform
title_full_unstemmed Frameworks for developing an Agro-Prosumer Community Group platform
title_short Frameworks for developing an Agro-Prosumer Community Group platform
title_sort frameworks for developing an agro-prosumer community group platform
topic Adaptive and Self-Organizing Systems
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670369/
https://www.ncbi.nlm.nih.gov/pubmed/34977347
http://dx.doi.org/10.7717/peerj-cs.765
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