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Exploration of Shared Themes Between Food Security and Internet of Things Research Through Literature-Based Discovery

This paper applied a literature-based discovery methodology utilizing citation networks and text mining in order to extract and represent shared terminologies found in disjoint academic literature on food security and the Internet of Things. The topic of food security includes research on improvemen...

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Detalles Bibliográficos
Autores principales: Mejia, Cristian, Kajikawa, Yuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8159171/
https://www.ncbi.nlm.nih.gov/pubmed/34056514
http://dx.doi.org/10.3389/frma.2021.652285
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author Mejia, Cristian
Kajikawa, Yuya
author_facet Mejia, Cristian
Kajikawa, Yuya
author_sort Mejia, Cristian
collection PubMed
description This paper applied a literature-based discovery methodology utilizing citation networks and text mining in order to extract and represent shared terminologies found in disjoint academic literature on food security and the Internet of Things. The topic of food security includes research on improvements in nutrition, sustainable agriculture, and a plurality of other social challenges, while the Internet of Things refers to a collection of technologies from which solutions can be drawn. Academic articles on both topics were classified into subclusters, and their text contents were compared against each other to find shared terms. These terms formed a network from which clusters of related keywords could be identified, potentially easing the exploration of common themes. Thirteen transversal themes, including blockchain, healthcare, and air quality, were found. This method can be applied by policymakers and other stakeholders to understand how a given technology could contribute to solving a pressing social issue.
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spelling pubmed-81591712021-05-28 Exploration of Shared Themes Between Food Security and Internet of Things Research Through Literature-Based Discovery Mejia, Cristian Kajikawa, Yuya Front Res Metr Anal Research Metrics and Analytics This paper applied a literature-based discovery methodology utilizing citation networks and text mining in order to extract and represent shared terminologies found in disjoint academic literature on food security and the Internet of Things. The topic of food security includes research on improvements in nutrition, sustainable agriculture, and a plurality of other social challenges, while the Internet of Things refers to a collection of technologies from which solutions can be drawn. Academic articles on both topics were classified into subclusters, and their text contents were compared against each other to find shared terms. These terms formed a network from which clusters of related keywords could be identified, potentially easing the exploration of common themes. Thirteen transversal themes, including blockchain, healthcare, and air quality, were found. This method can be applied by policymakers and other stakeholders to understand how a given technology could contribute to solving a pressing social issue. Frontiers Media S.A. 2021-05-13 /pmc/articles/PMC8159171/ /pubmed/34056514 http://dx.doi.org/10.3389/frma.2021.652285 Text en Copyright © 2021 Mejia and Kajikawa. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Research Metrics and Analytics
Mejia, Cristian
Kajikawa, Yuya
Exploration of Shared Themes Between Food Security and Internet of Things Research Through Literature-Based Discovery
title Exploration of Shared Themes Between Food Security and Internet of Things Research Through Literature-Based Discovery
title_full Exploration of Shared Themes Between Food Security and Internet of Things Research Through Literature-Based Discovery
title_fullStr Exploration of Shared Themes Between Food Security and Internet of Things Research Through Literature-Based Discovery
title_full_unstemmed Exploration of Shared Themes Between Food Security and Internet of Things Research Through Literature-Based Discovery
title_short Exploration of Shared Themes Between Food Security and Internet of Things Research Through Literature-Based Discovery
title_sort exploration of shared themes between food security and internet of things research through literature-based discovery
topic Research Metrics and Analytics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8159171/
https://www.ncbi.nlm.nih.gov/pubmed/34056514
http://dx.doi.org/10.3389/frma.2021.652285
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