How the Taxonomy of Products Drives the Economic Development of Countries
Publication Date
December 08, 2014
Journal
PLOS ONE
Authors
Andrea Zaccaria, Matthieu Cristelli, Andrea Tacchella & Luciano Pietronero
Volume
9
Issue
12
Pages
e113770
DOI
https://dx.plos.org/10.1371/journal.pone.0113770
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0113770
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/25486526
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4259464
Europe PMC
http://europepmc.org/abstract/MED/25486526
Web of Science
000346907600025
Scopus
84915745939
Mendeley
http://www.mendeley.com/research/taxonomy-products-drives-economic-development-countries
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Mendeley | Further Information

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Scopus | Further Information

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1830165"], "description"=>"<p>The studied country is South Korea. The red fillings represent an Increase of the RCA value. One can notice the diffusion from the center (root product) towards the borders of the component.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264652, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.g007", "stats"=>{"downloads"=>6, "page_views"=>19, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_An_example_of_the_time_evolution_of_a_component_of_the_Taxonomy_Network_/1264652", "title"=>"An example of the time evolution of a component of the Taxonomy Network.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-08 03:14:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/1830160"], "description"=>"<p>There is a clear correlation between the two variables, indicating a link between the growth potential of a country and its disposition on the taxonomy network.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264647, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.g005", "stats"=>{"downloads"=>4, "page_views"=>17, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_disposition_and_the_fitness_for_each_country_/1264647", "title"=>"The disposition and the fitness for each country.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-08 03:14:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/1830161"], "description"=>"<p>All nodes are clearly member of the same technological community, but <i>umbrellas</i>, whose presence is due to noise.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264648, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.g006", "stats"=>{"downloads"=>0, "page_views"=>20, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_A_component_of_the_Taxonomy_Network_/1264648", "title"=>"A component of the Taxonomy Network.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-08 03:14:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/1830156"], "description"=>"<p>The colors refer to the value of the matrix for Sweden, year 2010: green is 1, red is 0. The diameter of the vertices is proportional to the logarithm of the product complexity, as defined in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0113770#pone.0113770-Cristelli1\" target=\"_blank\">[24]</a>. Already from a visual inspection one could argue that a good strategic move for Sweden could be to produce the red, high complexity product in the Lab Equipment community.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264643, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.g004", "stats"=>{"downloads"=>4, "page_views"=>48, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_largest_component_of_the_taxonomy_network_built_from_the_1995_8211_2010_database_/1264643", "title"=>"The largest component of the taxonomy network built from the 1995–2010 database.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-08 03:14:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/1830138"], "description"=>"<p>On the left, we consider a hierarchical relationship; on the right, we join similar products.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264625, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.g001", "stats"=>{"downloads"=>0, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Two_different_ways_to_connect_the_same_products_which_are_characterized_by_the_capabilities_needed_to_produce_them_/1264625", "title"=>"Two different ways to connect the same products, which are characterized by the capabilities needed to produce them.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-08 03:14:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/1830168"], "description"=>"<p>The present algorithm outperforms not only a random assignment of link, but also the maximum spanning tree obtained from the same matrix.</p><p><b>Table 1.</b> Comparison among three different ways to reconstruct a taxonomy network.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264655, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.t001", "stats"=>{"downloads"=>2, "page_views"=>19, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Table_1_Comparison_among_three_different_ways_to_reconstruct_a_taxonomy_network_/1264655", "title"=>"<b>Table 1.</b> Comparison among three different ways to reconstruct a taxonomy network.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-08 03:14:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/1830150"], "description"=>"<p>The peculiar triangular shape of the matrix and the empirical distribution of products in the ubiquity-complexity plane are well reproduced by our model.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264637, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.g003", "stats"=>{"downloads"=>1, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_peculiar_triangular_shape_of_the_matrix_and_the_empirical_distribution_of_products_in_the_ubiquity_complexity_plane_are_well_reproduced_by_our_model_/1264637", "title"=>"The peculiar triangular shape of the matrix and the empirical distribution of products in the ubiquity-complexity plane are well reproduced by our model.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-08 03:14:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/1830167"], "description"=>"<p>Here we show the distribution of the rankings of the Assist Matrix elements selected by the Taxonomy Network. The rankings are calculated ordering the rows of the Assist Matrix from the largest element to the smallest one. The resulting distribution is peaked around small values, implying that a large fraction of the links suggested by our network correspond to the largest elements of the Assist Matrices.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264654, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.g008", "stats"=>{"downloads"=>2, "page_views"=>28, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_Taxonomy_Network_correctly_finds_the_empirically_most_active_edges_as_empirically_calculated_with_the_Assist_Matrix_using_two_different_approaches_which_are_described_in_the_text_/1264654", "title"=>"The Taxonomy Network correctly finds the empirically most active edges, as empirically calculated with the Assist Matrix, using two different approaches which are described in the text.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-08 03:14:32"}
  • {"files"=>["https://ndownloader.figshare.com/files/1830143"], "description"=>"<p>On the right, the resulting Taxonomy Network. One can notice how the presence of products in the export baskets of the countries influences their position in the network. For example, the ubiquitous product 2 becomes the root.</p>", "links"=>[], "tags"=>["Economic development", "one", "Products Drives", "product activations", "industrialization process", "hierarchically", "50 years", "influence", "product space", "south", "toy model", "bipartite network", "korea", "policy", "taxonomy network", "matrix", "algorithm", "taxonomy", "Time evolution", "network structure", "procedure"], "article_id"=>1264630, "categories"=>["Biological Sciences", "Science Policy", "Ecology"], "users"=>["Andrea Zaccaria", "Matthieu Cristelli", "Andrea Tacchella", "Luciano Pietronero"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0113770.g002", "stats"=>{"downloads"=>0, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_On_the_left_a_sample_matrix_/1264630", "title"=>"On the left, a sample matrix.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-08 03:14:32"}

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