Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Eom, Young-Ho, Shepelyansky, Dima L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
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
_version_ 1782286490615676928
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
work_keys_str_mv AT eomyoungho highlightingentanglementofculturesviarankingofmultilingualwikipediaarticles
AT shepelyanskydimal highlightingentanglementofculturesviarankingofmultilingualwikipediaarticles