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Highlighting Entanglement of Cultures via Ranking of Multilingual Wikipedia Articles
How different cultures evaluate a person? Is an important person in one culture is also important in the other culture? We address these questions via ranking of multilingual Wikipedia articles. With three ranking algorithms based on network structure of Wikipedia, we assign ranking to all articles...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3789750/ https://www.ncbi.nlm.nih.gov/pubmed/24098338 http://dx.doi.org/10.1371/journal.pone.0074554 |
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author | Eom, Young-Ho Shepelyansky, Dima L. |
author_facet | Eom, Young-Ho Shepelyansky, Dima L. |
author_sort | Eom, Young-Ho |
collection | PubMed |
description | How different cultures evaluate a person? Is an important person in one culture is also important in the other culture? We address these questions via ranking of multilingual Wikipedia articles. With three ranking algorithms based on network structure of Wikipedia, we assign ranking to all articles in 9 multilingual editions of Wikipedia and investigate general ranking structure of PageRank, CheiRank and 2DRank. In particular, we focus on articles related to persons, identify top 30 persons for each rank among different editions and analyze distinctions of their distributions over activity fields such as politics, art, science, religion, sport for each edition. We find that local heroes are dominant but also global heroes exist and create an effective network representing entanglement of cultures. The Google matrix analysis of network of cultures shows signs of the Zipf law distribution. This approach allows to examine diversity and shared characteristics of knowledge organization between cultures. The developed computational, data driven approach highlights cultural interconnections in a new perspective. Dated: June 26, 2013 |
format | Online Article Text |
id | pubmed-3789750 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-37897502013-10-04 Highlighting Entanglement of Cultures via Ranking of Multilingual Wikipedia Articles Eom, Young-Ho Shepelyansky, Dima L. PLoS One Research Article How different cultures evaluate a person? Is an important person in one culture is also important in the other culture? We address these questions via ranking of multilingual Wikipedia articles. With three ranking algorithms based on network structure of Wikipedia, we assign ranking to all articles in 9 multilingual editions of Wikipedia and investigate general ranking structure of PageRank, CheiRank and 2DRank. In particular, we focus on articles related to persons, identify top 30 persons for each rank among different editions and analyze distinctions of their distributions over activity fields such as politics, art, science, religion, sport for each edition. We find that local heroes are dominant but also global heroes exist and create an effective network representing entanglement of cultures. The Google matrix analysis of network of cultures shows signs of the Zipf law distribution. This approach allows to examine diversity and shared characteristics of knowledge organization between cultures. The developed computational, data driven approach highlights cultural interconnections in a new perspective. Dated: June 26, 2013 Public Library of Science 2013-10-03 /pmc/articles/PMC3789750/ /pubmed/24098338 http://dx.doi.org/10.1371/journal.pone.0074554 Text en © 2013 Eom, Shepelyansky 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 Shepelyansky, Dima L. Highlighting Entanglement of Cultures via Ranking of Multilingual Wikipedia Articles |
title | Highlighting Entanglement of Cultures via Ranking of Multilingual Wikipedia Articles |
title_full | Highlighting Entanglement of Cultures via Ranking of Multilingual Wikipedia Articles |
title_fullStr | Highlighting Entanglement of Cultures via Ranking of Multilingual Wikipedia Articles |
title_full_unstemmed | Highlighting Entanglement of Cultures via Ranking of Multilingual Wikipedia Articles |
title_short | Highlighting Entanglement of Cultures via Ranking of Multilingual Wikipedia Articles |
title_sort | highlighting entanglement of cultures via ranking of multilingual wikipedia articles |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3789750/ https://www.ncbi.nlm.nih.gov/pubmed/24098338 http://dx.doi.org/10.1371/journal.pone.0074554 |
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