Dynamics of Conflicts in Wikipedia
Publication Date
June 20, 2012
Journal
PLOS ONE
Authors
Taha Yasseri, Robert Sumi, András Rung, András Kornai, et al
Volume
7
Issue
6
Pages
e38869
DOI
http://doi.org/10.1371/journal.pone.0038869
Publisher URL
http://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0038869
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/22745683
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3380063
Europe PMC
http://europepmc.org/abstract/MED/22745683
Web of Science
000305693200025
Scopus
84862695008
Mendeley
http://www.mendeley.com/research/dynamics-conflicts-wikipedia
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{"title"=>"Dynamics of conflicts in wikipedia", "type"=>"journal", "authors"=>[{"first_name"=>"Taha", "last_name"=>"Yasseri", "scopus_author_id"=>"26531952500"}, {"first_name"=>"Robert", "last_name"=>"Sumi", "scopus_author_id"=>"57189080014"}, {"first_name"=>"András", "last_name"=>"Rung", "scopus_author_id"=>"54916060600"}, {"first_name"=>"András", "last_name"=>"Kornai", "scopus_author_id"=>"6506991157"}, {"first_name"=>"János", "last_name"=>"Kertész", "scopus_author_id"=>"35473453300"}], "year"=>2012, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84862695008", "arxiv"=>"1202.3643", "issn"=>"19326203", "pmid"=>"22745683", "doi"=>"10.1371/journal.pone.0038869", "pui"=>"365066197", "scopus"=>"2-s2.0-84862695008"}, "id"=>"6a49afa2-6571-3a48-a9e9-501a5c979718", "abstract"=>"In this work we study the dynamical features of editorial wars in Wikipedia (WP). Based on our previously established algorithm, we build up samples of controversial and peaceful articles and analyze the temporal characteristics of the activity in these samples. On short time scales, we show that there is a clear correspondence between conflict and burstiness of activity patterns, and that memory effects play an important role in controversies. On long time scales, we identify three distinct developmental patterns for the overall behavior of the articles. We are able to distinguish cases eventually leading to consensus from those cases where a compromise is far from achievable. Finally, we analyze discussion networks and conclude that edit wars are mainly fought by few editors only.", "link"=>"http://www.mendeley.com/research/dynamics-conflicts-wikipedia", "reader_count"=>159, "reader_count_by_academic_status"=>{"Unspecified"=>1, "Professor > Associate Professor"=>6, "Librarian"=>1, "Researcher"=>41, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>39, "Student > Postgraduate"=>11, "Student > Master"=>24, "Other"=>15, "Student > Bachelor"=>10, "Lecturer"=>1, "Professor"=>4}, "reader_count_by_user_role"=>{"Unspecified"=>1, "Professor > Associate Professor"=>6, "Librarian"=>1, "Researcher"=>41, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>39, "Student > Postgraduate"=>11, "Student > Master"=>24, "Other"=>15, "Student > Bachelor"=>10, "Lecturer"=>1, "Professor"=>4}, "reader_count_by_subject_area"=>{"Unspecified"=>4, "Agricultural and Biological Sciences"=>10, "Arts and Humanities"=>2, "Philosophy"=>1, "Business, Management and Accounting"=>8, "Chemistry"=>1, "Computer Science"=>58, "Decision Sciences"=>1, "Earth and Planetary Sciences"=>1, "Economics, Econometrics and Finance"=>1, "Engineering"=>5, "Mathematics"=>4, "Medicine and Dentistry"=>5, "Design"=>1, "Sports and Recreations"=>1, "Physics and Astronomy"=>11, "Psychology"=>9, "Social Sciences"=>35, "Linguistics"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>5}, "Social Sciences"=>{"Social Sciences"=>35}, "Decision Sciences"=>{"Decision Sciences"=>1}, "Sports and Recreations"=>{"Sports and Recreations"=>1}, "Physics and Astronomy"=>{"Physics and Astronomy"=>11}, "Psychology"=>{"Psychology"=>9}, "Mathematics"=>{"Mathematics"=>4}, "Unspecified"=>{"Unspecified"=>4}, "Arts and Humanities"=>{"Arts and Humanities"=>2}, "Design"=>{"Design"=>1}, "Engineering"=>{"Engineering"=>5}, "Chemistry"=>{"Chemistry"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>10}, "Computer Science"=>{"Computer Science"=>58}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>8}, "Linguistics"=>{"Linguistics"=>1}, "Philosophy"=>{"Philosophy"=>1}}, "reader_count_by_country"=>{"United States"=>14, "United Kingdom"=>5, "India"=>1, "Spain"=>4, "Canada"=>3, "Netherlands"=>2, "Sweden"=>1, "Ireland"=>1, "Luxembourg"=>1, "China"=>2, "Finland"=>4, "Poland"=>2, "Italy"=>3, "Israel"=>1, "France"=>3, "Australia"=>2, "Chile"=>1, "Germany"=>4}, "group_count"=>16}

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/623043"], "description"=>"<p>Edit patterns of controversial articles and activity patterns of users show all the expected features of bursty correlated processes.</p>", "links"=>[], "tags"=>["exponents", "samples"], "article_id"=>293536, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.t001", "stats"=>{"downloads"=>1, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scaling_exponents_for_the_two_samples_of_controversial_and_peaceful_articles_and_users_/293536", "title"=>"Scaling exponents for the two samples of controversial and peaceful articles, and users.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2012-06-20 00:58:56"}
  • {"files"=>["https://ndownloader.figshare.com/files/621487"], "description"=>"<p>High controversy (, topmost panels),listed as controversial (2nd panels), randomly selected (3rd panels), and featured articles (bottom panels).</p>", "links"=>[], "tags"=>["burstiness", "reverts", "classes"], "article_id"=>291977, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g008", "stats"=>{"downloads"=>3, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Histogram_of_burstiness_of_A_all_edits_B_reverts_and_C_mutual_reverts_for_four_classes_of_articles_/291977", "title"=>"Histogram of burstiness of A) all edits, B) reverts, and C) mutual reverts for four classes of articles.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:32:57"}
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  • {"files"=>["https://ndownloader.figshare.com/files/621676"], "description"=>"<p>Circles are for the original sequences, empty squares correspond to the shuffled sequences. Dashed lines are power-law fits.</p>", "links"=>[], "tags"=>["edits", "sequences", "samples", "disputed", "articles"], "article_id"=>292170, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g010", "stats"=>{"downloads"=>2, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Autocorrelation_function_of_edits_sequences_for_two_samples_of_highly_weakly_disputed_articles_left_right_panel_/292170", "title"=>"Autocorrelation function of edits sequences for two samples of highly/weakly disputed articles (left/right panel).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:36:10"}
  • {"files"=>["https://ndownloader.figshare.com/files/622492"], "description"=>"<p>The distribution of articles length is better described by a log-normal distribution compared to the talk length distribution, which tends to be more like a power-law.</p>", "links"=>[], "tags"=>["articles", "pages", "log-normals"], "article_id"=>292984, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g018", "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Length_distribution_of_articles_and_talk_pages_with_log_normals_fits_/292984", "title"=>"Length distribution of articles and talk pages with log-normals fits.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:49:44"}
  • {"files"=>["https://ndownloader.figshare.com/files/620594"], "description"=>"<p>Diagrams in upper row show the map of all reverts, whereas only mutual reverts are depicted on the diagrams in the lower row. and are the number of edits made by the reverting and reverted editors respectively. Size of the dots is proportional to the number of reverts by the same reverting and reverted pair of editors.</p>", "links"=>[], "tags"=>["revert", "maps", "benjamin", "franklin", "israel", "apartheid", "analogy"], "article_id"=>291077, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g001", "stats"=>{"downloads"=>4, "page_views"=>14, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Revert_and_mutual_revert_maps_of_Benjamin_Franklin_left_and_Israel_and_the_apartheid_analogy_right_/291077", "title"=>"Revert and mutual revert maps of Benjamin Franklin (left) and Israel and the apartheid analogy (right).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:17:57"}
  • {"files"=>["https://ndownloader.figshare.com/files/621913"], "description"=>"<p>A: Jackson is acquitted on all counts after five month trial. B: Jackson makes his first public appearance since the trial to accept eight records from the Guinness World Records in London, including <i>Most Successful Entertainer of All Time.</i> C: Jackson issues <i>Thriller 25</i>. D: Jackson dies in Los Angeles.</p>", "links"=>[], "tags"=>["michael"], "article_id"=>292403, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g012", "stats"=>{"downloads"=>0, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Time_evolution_of_the_controversy_measure_of_Michael_Jackson_/292403", "title"=>"Time evolution of the controversy measure of Michael Jackson.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:40:03"}
  • {"files"=>["https://ndownloader.figshare.com/files/621804"], "description"=>"<p>Circles are for the original sequences, whereas empty squares correspond to the shuffled sequences. Dashed lines are exponential fits to the for shuffled data and solid line in the left panel is a power-law with .</p>", "links"=>[], "tags"=>["samples", "disputed", "articles"], "article_id"=>292297, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g011", "stats"=>{"downloads"=>1, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Distribution_of_for_two_samples_of_highly_weakly_disputed_articles_left_right_panel_/292297", "title"=>"Distribution of for two samples of highly/weakly disputed articles (left/right panel).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:38:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/621990"], "description"=>"<p>The initial rapid growth in tends to saturate, corresponding to the reaching to consensus.</p>", "links"=>[], "tags"=>["edits", "jyllands-posten", "muhammad", "cartoons", "gompertz", "shown"], "article_id"=>292471, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g013", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Evolution_of_controversy_measure_with_number_of_edits_of_Jyllands_Posten_Muhammad_cartoons_controversy_with_Gompertz_fit_shown_in_red_/292471", "title"=>"Evolution of controversy measure with number of edits of Jyllands-Posten Muhammad cartoons controversy, with Gompertz fit shown in red.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:41:11"}
  • {"files"=>["https://ndownloader.figshare.com/files/622250"], "description"=>"<p> is normalized to the final value . There is no consensus even for a short period and editorial wars continue nonstop.</p>", "links"=>[], "tags"=>["edits", "anarchism", "barack"], "article_id"=>292740, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g016", "stats"=>{"downloads"=>0, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Evolution_of_controversy_measure_with_number_of_edits_of_Anarchism_and_Barack_Obama_/292740", "title"=>"Evolution of controversy measure with number of edits of Anarchism and Barack Obama.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:45:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/621025"], "description"=>"<p>The horizontal axis is time, each vertical line represents a single edit. Despite the large differences in average time intervals between successive edits, the bursty editing pattern is common to both cases.</p>", "links"=>[], "tags"=>["patterns", "gaga", "homosexuality"], "article_id"=>291519, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g004", "stats"=>{"downloads"=>1, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Temporal_edit_patterns_of_Lady_Gaga_and_Homosexuality_during_a_one_month_period_12_2009_/291519", "title"=>"Temporal edit patterns of Lady Gaga and Homosexuality during a one month period (12/2009).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:25:19"}
  • {"files"=>["https://ndownloader.figshare.com/files/622185"], "description"=>"<p>Histogram of number of edits between two successive war periods for a selected sample of 44 articles which are not driven by external events. The average value of is 1300 edits.</p>", "links"=>[], "tags"=>["peacful"], "article_id"=>292681, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g015", "stats"=>{"downloads"=>1, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Length_of_peacful_periods_/292681", "title"=>"Length of peacful periods.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:44:41"}
  • {"files"=>["https://ndownloader.figshare.com/files/621364"], "description"=>"<p>Color coding according to logarithm of the density of points. The correlation coefficient .</p>", "links"=>[], "tags"=>["burstiness"], "article_id"=>291853, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g007", "stats"=>{"downloads"=>2, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scatter_plot_of_burstiness_and_the_controversy_measure_/291853", "title"=>"Scatter plot of burstiness and the controversy measure.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:30:53"}
  • {"files"=>["https://ndownloader.figshare.com/files/620925"], "description"=>"<p><b>.</b> There are some 84 k articles with , 12 k controversial articles with <i>M</i>, and less than 100 super-controversial articles with .</p>", "links"=>[], "tags"=>["articles", "controversiality"], "article_id"=>291420, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g003", "stats"=>{"downloads"=>1, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Histogram_of_articles_according_to_their_controversiality_measure_/291420", "title"=>"Histogram of articles according to their controversiality measure", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:23:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/622077"], "description"=>"<p> is normalized to the final value . Cycles of peace and war appear consequently, activated by internal and external causes.</p>", "links"=>[], "tags"=>["edits", "iran", "insets", "focuses"], "article_id"=>292569, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g014", "stats"=>{"downloads"=>1, "page_views"=>10, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Evolution_of_controversy_measure_with_number_of_edits_of_of_Iran_8211_the_insets_depict_focuses_of_some_of_the_local_war_periods_/292569", "title"=>"Evolution of controversy measure with number of edits of of Iran – the insets depict focuses of some of the local war periods.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:42:49"}
  • {"files"=>["https://ndownloader.figshare.com/files/621208"], "description"=>"<p>Color coding is according to logarithm of the density of points. The correlation coefficient .</p>", "links"=>[], "tags"=>["successive", "edits"], "article_id"=>291702, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g006", "stats"=>{"downloads"=>1, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scatter_plot_of_the_average_time_interval_between_successive_edits_and_the_controversy_measure_/291702", "title"=>"Scatter plot of the average time interval between successive edits and the controversy measure.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:28:22"}
  • {"files"=>["https://ndownloader.figshare.com/files/621121"], "description"=>"<p>In any two week period most of the articles are edited twice or more.</p>", "links"=>[], "tags"=>["successive", "edits", "articles"], "article_id"=>291617, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g005", "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_PDF_of_the_average_time_between_two_successive_edits_of_articles_measured_in_days_/291617", "title"=>"PDF of the average time between two successive edits of articles measured in days.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:26:57"}
  • {"files"=>["https://ndownloader.figshare.com/files/622581"], "description"=>"<p>Color coding is according to logarithm of the density of points. The correlation between the length of the article and the corresponding talk page is weak, .</p>", "links"=>[], "tags"=>["computer science", "neuroscience", "physics"], "article_id"=>293074, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g019", "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scatter_plot_of_talk_page_vs_article_length_/293074", "title"=>"Scatter plot of talk page vs. article length.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:51:14"}
  • {"files"=>["https://ndownloader.figshare.com/files/322501", "https://ndownloader.figshare.com/files/322613"], "description"=>"<div><p>In this work we study the dynamical features of editorial wars in Wikipedia (WP). Based on our previously established algorithm, we build up samples of controversial and peaceful articles and analyze the temporal characteristics of the activity in these samples. On short time scales, we show that there is a clear correspondence between conflict and burstiness of activity patterns, and that memory effects play an important role in controversies. On long time scales, we identify three distinct developmental patterns for the overall behavior of the articles. We are able to distinguish cases eventually leading to consensus from those cases where a compromise is far from achievable. Finally, we analyze discussion networks and conclude that edit wars are mainly fought by few editors only.</p> </div>", "links"=>[], "tags"=>["conflicts", "wikipedia"], "article_id"=>123661, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0038869.s001", "https://dx.doi.org/10.1371/journal.pone.0038869.s002"], "stats"=>{"downloads"=>2, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/Dynamics_of_Conflicts_in_Wikipedia/123661", "title"=>"Dynamics of Conflicts in Wikipedia", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2012-06-20 01:01:01"}
  • {"files"=>["https://ndownloader.figshare.com/files/620767"], "description"=>"<p><b>.</b> A threshold of for controversiality is selected according to this diagram.</p>", "links"=>[], "tags"=>["positives", "detection", "articles", "compared"], "article_id"=>291259, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g002", "stats"=>{"downloads"=>2, "page_views"=>8, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_percentage_of_true_positives_in_detection_of_controversial_articles_compared_to_human_judgment_at_different_values_of_M_/291259", "title"=>"The percentage of true positives in detection of controversial articles compared to human judgment at different values of <i>M</i>", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:20:59"}
  • {"files"=>["https://ndownloader.figshare.com/files/622376"], "description"=>"<p>Blue: category (a), consensus. Red: category (b), multi-consensus. Yellow: Category (c), never-ending war. For the precise definition of each category see the main text.</p>", "links"=>[], "tags"=>["computer science", "neuroscience", "physics"], "article_id"=>292867, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g017", "stats"=>{"downloads"=>2, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Relative_share_of_each_category_at_different_M_/292867", "title"=>"Relative share of each category at different <i>M</i>.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:47:47"}
  • {"files"=>["https://ndownloader.figshare.com/files/622868"], "description"=>"<p>Each circle is an editor, red arrows represent comments opposing the target editor, T-end green lines represent positive comments (agreeing with the other editor), and yellow lines with round end represent neutral comments. Line thickness is proportional to the number of times that the same interaction occurs. Data based entirely on subjective assessments (manual review).</p>", "links"=>[], "tags"=>["interactions", "safavid"], "article_id"=>293359, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g021", "stats"=>{"downloads"=>1, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Network_representation_of_editors_8217_interactions_in_the_discussion_page_of_Safavid_dynasty_/293359", "title"=>"Network representation of editors’ interactions in the discussion page of Safavid dynasty.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:55:59"}
  • {"files"=>["https://ndownloader.figshare.com/files/622956"], "description"=>"<p>For a wide range of articles and in a long time of their lives , the relative contribution of the top 5 most reverting pair of editors, is very close to 1, making clear the important role of the top 5 pairs of fighting editors.</p>", "links"=>[], "tags"=>["coded"], "article_id"=>293451, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g022", "stats"=>{"downloads"=>0, "page_views"=>4, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Average_color_coded_for_different_M_s_and_n_s_/293451", "title"=>"Average , color coded for different <i>M</i>’s and <i>n</i>’s.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:57:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/622694"], "description"=>"<p><b>.</b> Color coding is according to logarithm of the density of points. There is a rather clear correlation, between the length of the talk page and the controversality of the article.</p>", "links"=>[], "tags"=>["computer science", "neuroscience", "physics"], "article_id"=>293188, "categories"=>["Information And Computing Sciences", "Neuroscience", "Physics"], "users"=>["Taha Yasseri", "Robert Sumi", "András Rung", "András Kornai", "János Kertész"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0038869.g020", "stats"=>{"downloads"=>2, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Scatter_plot_of_talk_page_length_vs_/293188", "title"=>"Scatter plot of talk page length vs.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2012-06-20 00:53:08"}

PMC Usage Stats | Further Information

  • {"month"=>"6", "scanned-page-browse"=>"0", "cited-by"=>"0", "abstract"=>"1", "full-text"=>"0", "year"=>"2012", "pdf"=>"0", "unique-ip"=>"1", "figure"=>"0", "scanned-summary"=>"0", "supp-data"=>"0"}
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  • {"unique-ip"=>"17", "full-text"=>"20", "pdf"=>"23", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"8"}
  • {"unique-ip"=>"7", "full-text"=>"10", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"9"}
  • {"unique-ip"=>"16", "full-text"=>"29", "pdf"=>"6", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"6", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"12"}
  • {"unique-ip"=>"11", "full-text"=>"12", "pdf"=>"2", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"1"}
  • {"unique-ip"=>"37", "full-text"=>"55", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"3"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"2"}
  • {"unique-ip"=>"7", "full-text"=>"7", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"4"}
  • {"unique-ip"=>"10", "full-text"=>"9", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2012", "month"=>"11"}
  • {"unique-ip"=>"6", "full-text"=>"4", "pdf"=>"0", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"5"}
  • {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"6"}
  • {"unique-ip"=>"14", "full-text"=>"15", "pdf"=>"3", "abstract"=>"4", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"7"}
  • {"unique-ip"=>"35", "full-text"=>"75", "pdf"=>"1", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2013", "month"=>"8"}
  • {"unique-ip"=>"17", "full-text"=>"23", "pdf"=>"3", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"9"}
  • {"unique-ip"=>"12", "full-text"=>"9", "pdf"=>"3", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2013", "month"=>"10"}
  • {"unique-ip"=>"14", "full-text"=>"19", "pdf"=>"4", "abstract"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"2", "year"=>"2013", "month"=>"11"}
  • {"unique-ip"=>"8", "full-text"=>"8", "pdf"=>"3", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2013", "month"=>"12"}
  • {"unique-ip"=>"10", "full-text"=>"10", "pdf"=>"1", "abstract"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2014", "month"=>"1"}
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Relative Metric

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