Dairy farming in the era of artificial intelligence: Trend or a real game changer?

7 páginas, 2 figuras.

Detalles Bibliográficos
Autores: Espinoza-Sandoval, O.R., Ángeles-Hernández, J.C., González-Ronquillo, M., Ghavipanje, N., Zhang, N., Bayat, A.R., Hervás, Gonzalo, Kholif, A.E., Mele, M., Loor, J.J., Stergiadis, S., Vargas-Bello-Pérez, E.
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2024
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/375712
Acceso en línea:http://hdl.handle.net/10261/375712
Access Level:acceso abierto
Palabra clave:Artificial intelligence
Computer vision
Dairy 4.0
Deep learning
Innovation
Machine learning
artificial intelligence
innovation
machine learning
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spelling Dairy farming in the era of artificial intelligence: Trend or a real game changer?Espinoza-Sandoval, O.R.Ángeles-Hernández, J.C.González-Ronquillo, M.Ghavipanje, N.Zhang, N.Bayat, A.R.Hervás, GonzaloKholif, A.E.Mele, M.Loor, J.J.Stergiadis, S.Vargas-Bello-Pérez, E.Artificial intelligenceComputer visionDairy 4.0Deep learningInnovationMachine learningartificial intelligenceinnovationmachine learningArtificial intelligenceInnovation7 páginas, 2 figuras.Artificial Intelligence (AI) is reshaping the world as we know it, impacting all aspects of modern society, basically due to the advances in computer power, data availability and AI algorithms. The dairy sector is also on the move, from the exponential growth in AI research, to ready to use AI-based products, this new evolution to Dairy 4.0 represents a potential ‘game-changer’ for the dairy sector, to confront challenges regarding sustainability, welfare, and profitability. This research reflection explores the possible impact of AI, discusses the main drivers in the field and describes its origins, challenges, and opportunities. Further, we present a multidimensional vision considering factors that are not commonly considered in dairy research, such as geopolitical aspects and legal regulations that can have an impact on the application of AI in the dairy sector. This is just the beginning of the third tide of AI, and a future is still ahead. For now, the current advances in AI at on-farm level seem limited and based on the revised data, we believe that AI can be a ‘game-changer’ only if it is integrated with other components of Dairy 4.0 (such as robotics) and is fully adopted by dairy farmers.Oscar R. Espinoza-Sandoval was supported by the PhD scholarship 550576 (2022-000018-02NACF-11517) from Consejo Nacional de Humanidades, Ciencias y Tecnologías, Mexico. Oscar R. Espinoza-Sandoval would like to thank the PhD programme from Universidad Autónoma de Chihuahua, Mexico.Peer reviewedCambridge University PressConsejo Nacional de Humanidades, Ciencias y Tecnologías (México)Universidad Autónoma de ChihuahuaHervás, Gonzalo [0000-0002-0013-7459]Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202520252024info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10261/375712reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Ingléshttp://dx.doi.org/doi.org/10.1017/S0022029924000426Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/3757122026-05-22T06:33:51Z
dc.title.none.fl_str_mv Dairy farming in the era of artificial intelligence: Trend or a real game changer?
title Dairy farming in the era of artificial intelligence: Trend or a real game changer?
spellingShingle Dairy farming in the era of artificial intelligence: Trend or a real game changer?
Espinoza-Sandoval, O.R.
Artificial intelligence
Computer vision
Dairy 4.0
Deep learning
Innovation
Machine learning
artificial intelligence
innovation
machine learning
Artificial intelligence
Innovation
title_short Dairy farming in the era of artificial intelligence: Trend or a real game changer?
title_full Dairy farming in the era of artificial intelligence: Trend or a real game changer?
title_fullStr Dairy farming in the era of artificial intelligence: Trend or a real game changer?
title_full_unstemmed Dairy farming in the era of artificial intelligence: Trend or a real game changer?
title_sort Dairy farming in the era of artificial intelligence: Trend or a real game changer?
dc.creator.none.fl_str_mv Espinoza-Sandoval, O.R.
Ángeles-Hernández, J.C.
González-Ronquillo, M.
Ghavipanje, N.
Zhang, N.
Bayat, A.R.
Hervás, Gonzalo
Kholif, A.E.
Mele, M.
Loor, J.J.
Stergiadis, S.
Vargas-Bello-Pérez, E.
author Espinoza-Sandoval, O.R.
author_facet Espinoza-Sandoval, O.R.
Ángeles-Hernández, J.C.
González-Ronquillo, M.
Ghavipanje, N.
Zhang, N.
Bayat, A.R.
Hervás, Gonzalo
Kholif, A.E.
Mele, M.
Loor, J.J.
Stergiadis, S.
Vargas-Bello-Pérez, E.
author_role author
author2 Ángeles-Hernández, J.C.
González-Ronquillo, M.
Ghavipanje, N.
Zhang, N.
Bayat, A.R.
Hervás, Gonzalo
Kholif, A.E.
Mele, M.
Loor, J.J.
Stergiadis, S.
Vargas-Bello-Pérez, E.
author2_role author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Consejo Nacional de Humanidades, Ciencias y Tecnologías (México)
Universidad Autónoma de Chihuahua
Hervás, Gonzalo [0000-0002-0013-7459]
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Artificial intelligence
Computer vision
Dairy 4.0
Deep learning
Innovation
Machine learning
artificial intelligence
innovation
machine learning
Artificial intelligence
Innovation
topic Artificial intelligence
Computer vision
Dairy 4.0
Deep learning
Innovation
Machine learning
artificial intelligence
innovation
machine learning
Artificial intelligence
Innovation
description 7 páginas, 2 figuras.
publishDate 2024
dc.date.none.fl_str_mv 2024
2025
2025
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/375712
url http://hdl.handle.net/10261/375712
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv http://dx.doi.org/doi.org/10.1017/S0022029924000426
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Cambridge University Press
publisher.none.fl_str_mv Cambridge University Press
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,812429

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