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How the Taxonomy of Products Drives the Economic Development of Countries
We introduce an algorithm able to reconstruct the relevant network structure on which the time evolution of country-product bipartite networks takes place. The significant links are obtained by selecting the largest values of the projected matrix. We first perform a number of tests of this filtering...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4259464/ https://www.ncbi.nlm.nih.gov/pubmed/25486526 http://dx.doi.org/10.1371/journal.pone.0113770 |
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author | Zaccaria, Andrea Cristelli, Matthieu Tacchella, Andrea Pietronero, Luciano |
author_facet | Zaccaria, Andrea Cristelli, Matthieu Tacchella, Andrea Pietronero, Luciano |
author_sort | Zaccaria, Andrea |
collection | PubMed |
description | We introduce an algorithm able to reconstruct the relevant network structure on which the time evolution of country-product bipartite networks takes place. The significant links are obtained by selecting the largest values of the projected matrix. We first perform a number of tests of this filtering procedure on synthetic cases and a toy model. Then we analyze the bipartite network constituted by countries and exported products, using two databases for a total of almost 50 years. It is then possible to build a hierarchically directed network, in which the taxonomy of products emerges in a natural way. We study the influence of the structure of this taxonomy network on countries' development; in particular, guided by an example taken from the industrialization of South Korea, we link the structure of the taxonomy network to the empirical temporal connections between product activations, finding that the most relevant edges for countries' development are the ones suggested by our network. These results suggest paths in the product space which are easier to achieve, and so can drive countries' policies in the industrialization process. |
format | Online Article Text |
id | pubmed-4259464 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-42594642014-12-15 How the Taxonomy of Products Drives the Economic Development of Countries Zaccaria, Andrea Cristelli, Matthieu Tacchella, Andrea Pietronero, Luciano PLoS One Research Article We introduce an algorithm able to reconstruct the relevant network structure on which the time evolution of country-product bipartite networks takes place. The significant links are obtained by selecting the largest values of the projected matrix. We first perform a number of tests of this filtering procedure on synthetic cases and a toy model. Then we analyze the bipartite network constituted by countries and exported products, using two databases for a total of almost 50 years. It is then possible to build a hierarchically directed network, in which the taxonomy of products emerges in a natural way. We study the influence of the structure of this taxonomy network on countries' development; in particular, guided by an example taken from the industrialization of South Korea, we link the structure of the taxonomy network to the empirical temporal connections between product activations, finding that the most relevant edges for countries' development are the ones suggested by our network. These results suggest paths in the product space which are easier to achieve, and so can drive countries' policies in the industrialization process. Public Library of Science 2014-12-08 /pmc/articles/PMC4259464/ /pubmed/25486526 http://dx.doi.org/10.1371/journal.pone.0113770 Text en © 2014 Zaccaria et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Zaccaria, Andrea Cristelli, Matthieu Tacchella, Andrea Pietronero, Luciano How the Taxonomy of Products Drives the Economic Development of Countries |
title | How the Taxonomy of Products Drives the Economic Development of Countries |
title_full | How the Taxonomy of Products Drives the Economic Development of Countries |
title_fullStr | How the Taxonomy of Products Drives the Economic Development of Countries |
title_full_unstemmed | How the Taxonomy of Products Drives the Economic Development of Countries |
title_short | How the Taxonomy of Products Drives the Economic Development of Countries |
title_sort | how the taxonomy of products drives the economic development of countries |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4259464/ https://www.ncbi.nlm.nih.gov/pubmed/25486526 http://dx.doi.org/10.1371/journal.pone.0113770 |
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