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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-8159171 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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