Cargando…

A complex network analysis of ethnic conflicts and human rights violations

News reports in media contain records of a wide range of socio-economic and political events in time. Using a publicly available, large digital database of news records, and aggregating them over time, we study the network of ethnic conflicts and human rights violations. Complex network analyses of...

Descripción completa

Detalles Bibliográficos
Autores principales: Sharma, Kiran, Sehgal, Gunjan, Gupta, Bindu, Sharma, Geetika, Chatterjee, Arnab, Chakraborti, Anirban, Shroff, Gautam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5557885/
https://www.ncbi.nlm.nih.gov/pubmed/28811628
http://dx.doi.org/10.1038/s41598-017-09101-8
_version_ 1783257290406625280
author Sharma, Kiran
Sehgal, Gunjan
Gupta, Bindu
Sharma, Geetika
Chatterjee, Arnab
Chakraborti, Anirban
Shroff, Gautam
author_facet Sharma, Kiran
Sehgal, Gunjan
Gupta, Bindu
Sharma, Geetika
Chatterjee, Arnab
Chakraborti, Anirban
Shroff, Gautam
author_sort Sharma, Kiran
collection PubMed
description News reports in media contain records of a wide range of socio-economic and political events in time. Using a publicly available, large digital database of news records, and aggregating them over time, we study the network of ethnic conflicts and human rights violations. Complex network analyses of the events and the involved actors provide important insights on the engaging actors, groups, establishments and sometimes nations, pointing at their long range effect over space and time. We find power law decays in distributions of actor mentions, co-actor mentions and degrees and dominance of influential actors and groups. Most influential actors or groups form a giant connected component which grows in time, and is expected to encompass all actors globally in the long run. We demonstrate how targeted removal of actors may help stop spreading unruly events. We study the cause-effect relation between types of events, and our quantitative analysis confirm that ethnic conflicts lead to human rights violations, while it does not support the converse.
format Online
Article
Text
id pubmed-5557885
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-55578852017-08-16 A complex network analysis of ethnic conflicts and human rights violations Sharma, Kiran Sehgal, Gunjan Gupta, Bindu Sharma, Geetika Chatterjee, Arnab Chakraborti, Anirban Shroff, Gautam Sci Rep Article News reports in media contain records of a wide range of socio-economic and political events in time. Using a publicly available, large digital database of news records, and aggregating them over time, we study the network of ethnic conflicts and human rights violations. Complex network analyses of the events and the involved actors provide important insights on the engaging actors, groups, establishments and sometimes nations, pointing at their long range effect over space and time. We find power law decays in distributions of actor mentions, co-actor mentions and degrees and dominance of influential actors and groups. Most influential actors or groups form a giant connected component which grows in time, and is expected to encompass all actors globally in the long run. We demonstrate how targeted removal of actors may help stop spreading unruly events. We study the cause-effect relation between types of events, and our quantitative analysis confirm that ethnic conflicts lead to human rights violations, while it does not support the converse. Nature Publishing Group UK 2017-08-15 /pmc/articles/PMC5557885/ /pubmed/28811628 http://dx.doi.org/10.1038/s41598-017-09101-8 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Sharma, Kiran
Sehgal, Gunjan
Gupta, Bindu
Sharma, Geetika
Chatterjee, Arnab
Chakraborti, Anirban
Shroff, Gautam
A complex network analysis of ethnic conflicts and human rights violations
title A complex network analysis of ethnic conflicts and human rights violations
title_full A complex network analysis of ethnic conflicts and human rights violations
title_fullStr A complex network analysis of ethnic conflicts and human rights violations
title_full_unstemmed A complex network analysis of ethnic conflicts and human rights violations
title_short A complex network analysis of ethnic conflicts and human rights violations
title_sort complex network analysis of ethnic conflicts and human rights violations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5557885/
https://www.ncbi.nlm.nih.gov/pubmed/28811628
http://dx.doi.org/10.1038/s41598-017-09101-8
work_keys_str_mv AT sharmakiran acomplexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT sehgalgunjan acomplexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT guptabindu acomplexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT sharmageetika acomplexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT chatterjeearnab acomplexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT chakrabortianirban acomplexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT shroffgautam acomplexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT sharmakiran complexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT sehgalgunjan complexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT guptabindu complexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT sharmageetika complexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT chatterjeearnab complexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT chakrabortianirban complexnetworkanalysisofethnicconflictsandhumanrightsviolations
AT shroffgautam complexnetworkanalysisofethnicconflictsandhumanrightsviolations