Understanding and coping with extremism in an online collaborative environment: A data-driven modeling
Publication Date
March 21, 2017
Authors
Csilla Rudas, Olivér Surányi, Taha Yasseri & János Török
Volume
12
Issue
3
Pages
e0173561
DOI
https://dx.plos.org/10.1371/journal.pone.0173561
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0173561
Scopus
85016048681
Mendeley
http://www.mendeley.com/research/understanding-coping-extremism-online-collaborative-environment-datadriven-modeling
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Mendeley | Further Information

{"title"=>"Understanding and coping with extremism in an online collaborative environment: A data-driven modeling", "type"=>"journal", "authors"=>[{"first_name"=>"Csilla", "last_name"=>"Rudas", "scopus_author_id"=>"57193706578"}, {"first_name"=>"Olivér", "last_name"=>"Surányi", "scopus_author_id"=>"57193717454"}, {"first_name"=>"Taha", "last_name"=>"Yasseri", "scopus_author_id"=>"26531952500"}, {"first_name"=>"János", "last_name"=>"Török", "scopus_author_id"=>"36161515500"}], "year"=>2017, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-85016048681", "sgr"=>"85016048681", "issn"=>"19326203", "arxiv"=>"1607.08127", "doi"=>"10.1371/journal.pone.0173561", "pmid"=>"28323867", "isbn"=>"1111111111", "pui"=>"614933221"}, "id"=>"9eed337d-81e7-312a-b157-fcd03d228328", "abstract"=>"The Internet has provided us with great opportunities for large scale collaborative public good projects. Wikipedia is a predominant example of such projects where conflicts emerge and get resolved through bottom-up mechanisms leading to the emergence of the largest encyclopedia in human history. Disaccord arises whenever editors with different opinions try to produce an article reflecting a consensual view. The debates are mainly heated by editors with extremist views. Using a model of common value production, we show that the consensus can only be reached if extremist groups can actively take part in the discussion and if their views are also represented in the common outcome, at least temporarily. We show that banning problematic editors mostly hinders the consensus as it delays discussion and thus the whole consensus building process. To validate the model, relevant quantities are measured both in simulations and Wikipedia which show satisfactory agreement. We also consider the role of direct communication between editors both in the model and in Wikipedia data (by analysing the Wikipedia {\\it talk} pages). While the model suggests that in certain conditions there is an optimal rate of \"talking\" vs \"editing\", it correctly predicts that in the current settings of Wikipedia, more activity in talk pages is associated with more controversy.", "link"=>"http://www.mendeley.com/research/understanding-coping-extremism-online-collaborative-environment-datadriven-modeling", "reader_count"=>19, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>1, "Researcher"=>3, "Student > Ph. D. Student"=>4, "Student > Postgraduate"=>1, "Other"=>3, "Student > Master"=>3, "Student > Bachelor"=>3, "Professor"=>1}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>1, "Researcher"=>3, "Student > Ph. D. Student"=>4, "Student > Postgraduate"=>1, "Other"=>3, "Student > Master"=>3, "Student > Bachelor"=>3, "Professor"=>1}, "reader_count_by_subject_area"=>{"Engineering"=>1, "Unspecified"=>1, "Nursing and Health Professions"=>1, "Agricultural and Biological Sciences"=>1, "Philosophy"=>2, "Business, Management and Accounting"=>1, "Physics and Astronomy"=>2, "Social Sciences"=>7, "Computer Science"=>3}, "reader_count_by_subdiscipline"=>{"Engineering"=>{"Engineering"=>1}, "Social Sciences"=>{"Social Sciences"=>7}, "Physics and Astronomy"=>{"Physics and Astronomy"=>2}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>1}, "Computer Science"=>{"Computer Science"=>3}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Unspecified"=>{"Unspecified"=>1}, "Philosophy"=>{"Philosophy"=>2}}, "group_count"=>1}

Scopus | Further Information

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