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Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions
Wikipedia is a huge global repository of human knowledge that can be leveraged to investigate interwinements between cultures. With this aim, we apply methods of Markov chains and Google matrix for the analysis of the hyperlink networks of 24 Wikipedia language editions, and rank all their articles...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4349893/ https://www.ncbi.nlm.nih.gov/pubmed/25738291 http://dx.doi.org/10.1371/journal.pone.0114825 |
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author | Eom, Young-Ho Aragón, Pablo Laniado, David Kaltenbrunner, Andreas Vigna, Sebastiano Shepelyansky, Dima L. |
author_facet | Eom, Young-Ho Aragón, Pablo Laniado, David Kaltenbrunner, Andreas Vigna, Sebastiano Shepelyansky, Dima L. |
author_sort | Eom, Young-Ho |
collection | PubMed |
description | Wikipedia is a huge global repository of human knowledge that can be leveraged to investigate interwinements between cultures. With this aim, we apply methods of Markov chains and Google matrix for the analysis of the hyperlink networks of 24 Wikipedia language editions, and rank all their articles by PageRank, 2DRank and CheiRank algorithms. Using automatic extraction of people names, we obtain the top 100 historical figures, for each edition and for each algorithm. We investigate their spatial, temporal, and gender distributions in dependence of their cultural origins. Our study demonstrates not only the existence of skewness with local figures, mainly recognized only in their own cultures, but also the existence of global historical figures appearing in a large number of editions. By determining the birth time and place of these persons, we perform an analysis of the evolution of such figures through 35 centuries of human history for each language, thus recovering interactions and entanglement of cultures over time. We also obtain the distributions of historical figures over world countries, highlighting geographical aspects of cross-cultural links. Considering historical figures who appear in multiple editions as interactions between cultures, we construct a network of cultures and identify the most influential cultures according to this network. |
format | Online Article Text |
id | pubmed-4349893 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43498932015-03-17 Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions Eom, Young-Ho Aragón, Pablo Laniado, David Kaltenbrunner, Andreas Vigna, Sebastiano Shepelyansky, Dima L. PLoS One Research Article Wikipedia is a huge global repository of human knowledge that can be leveraged to investigate interwinements between cultures. With this aim, we apply methods of Markov chains and Google matrix for the analysis of the hyperlink networks of 24 Wikipedia language editions, and rank all their articles by PageRank, 2DRank and CheiRank algorithms. Using automatic extraction of people names, we obtain the top 100 historical figures, for each edition and for each algorithm. We investigate their spatial, temporal, and gender distributions in dependence of their cultural origins. Our study demonstrates not only the existence of skewness with local figures, mainly recognized only in their own cultures, but also the existence of global historical figures appearing in a large number of editions. By determining the birth time and place of these persons, we perform an analysis of the evolution of such figures through 35 centuries of human history for each language, thus recovering interactions and entanglement of cultures over time. We also obtain the distributions of historical figures over world countries, highlighting geographical aspects of cross-cultural links. Considering historical figures who appear in multiple editions as interactions between cultures, we construct a network of cultures and identify the most influential cultures according to this network. Public Library of Science 2015-03-04 /pmc/articles/PMC4349893/ /pubmed/25738291 http://dx.doi.org/10.1371/journal.pone.0114825 Text en © 2015 Eom 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 Eom, Young-Ho Aragón, Pablo Laniado, David Kaltenbrunner, Andreas Vigna, Sebastiano Shepelyansky, Dima L. Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions |
title | Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions |
title_full | Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions |
title_fullStr | Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions |
title_full_unstemmed | Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions |
title_short | Interactions of Cultures and Top People of Wikipedia from Ranking of 24 Language Editions |
title_sort | interactions of cultures and top people of wikipedia from ranking of 24 language editions |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4349893/ https://www.ncbi.nlm.nih.gov/pubmed/25738291 http://dx.doi.org/10.1371/journal.pone.0114825 |
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