eprintid: 2388
rev_number: 11
eprint_status: archive
userid: 6
dir: disk0/00/00/23/88
datestamp: 2014-12-03 11:20:09
lastmod: 2014-12-18 13:55:06
status_changed: 2014-12-03 11:20:09
type: article
metadata_visibility: show
creators_name: Eom, Young-Ho
creators_name: Shepelyansky, Dima L.
creators_id: youngho.eom@imtlucca.it
creators_id: 
title: Highlighting entanglement of cultures via ranking of multilingual Wikipedia articles
ispublished: pub
subjects: HA
subjects: QC
subjects: Z665
divisions: CSA
full_text_status: public
abstract: 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.
date: 2013-06
publication: PloS One
volume: 8
number: 10
publisher: Public Library of Science
pagerange: e74554
id_number: doi:10.1371/journal.pone.0074554
refereed: TRUE
issn: 1932-6203
official_url: http://dx.doi.org/10.1371/journal.pone.0074554
projects: EC FET Open project ‘‘New tools and algorithms for directed network analysis’’ (NADINE number 288956)
citation:   Eom, Young-Ho and Shepelyansky, Dima L.  Highlighting entanglement of cultures via ranking of multilingual Wikipedia articles.  PloS One, 8 (10).  e74554.  ISSN 1932-6203      (2013)  
document_url: http://eprints.imtlucca.it/2388/1/PloSOne_Eom_2013.pdf