{"id":"https://openalex.org/W4323043532","doi":"https://doi.org/10.1007/s13222-023-00437-2","title":"Automated Multilingual Detection of Pro-Kremlin Propaganda in Newspapers and Telegram Posts","display_name":"Automated Multilingual Detection of Pro-Kremlin Propaganda in Newspapers and Telegram Posts","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4323043532","doi":"https://doi.org/10.1007/s13222-023-00437-2"},"language":"en","primary_location":{"id":"doi:10.1007/s13222-023-00437-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13222-023-00437-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13222-023-00437-2.pdf","source":{"id":"https://openalex.org/S73012565","display_name":"Datenbank-Spektrum","issn_l":"1610-1995","issn":["1610-1995","1618-2162"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Datenbank-Spektrum","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13222-023-00437-2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081530197","display_name":"Veronika Solopova","orcid":"https://orcid.org/0000-0003-0183-9433"},"institutions":[{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Veronika Solopova","raw_affiliation_strings":["Dahlem Center for Machine Learning and Robotics, Freie Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Dahlem Center for Machine Learning and Robotics, Freie Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I75951250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008135156","display_name":"Oana-Iuliana Popescu","orcid":null},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oana-Iuliana Popescu","raw_affiliation_strings":["German Aerospace Center, Jena, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center, Jena, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055110324","display_name":"Christoph Benzm\u00fcller","orcid":"https://orcid.org/0000-0002-3392-3093"},"institutions":[{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Benzm\u00fcller","raw_affiliation_strings":["Dahlem Center for Machine Learning and Robotics, Freie Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Dahlem Center for Machine Learning and Robotics, Freie Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I75951250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073520168","display_name":"Tim Landgraf","orcid":"https://orcid.org/0000-0003-4951-5235"},"institutions":[{"id":"https://openalex.org/I75951250","display_name":"Freie Universit\u00e4t Berlin","ror":"https://ror.org/046ak2485","country_code":"DE","type":"education","lineage":["https://openalex.org/I75951250"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim Landgraf","raw_affiliation_strings":["Dahlem Center for Machine Learning and Robotics, Freie Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Dahlem Center for Machine Learning and Robotics, Freie Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I75951250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081530197"],"corresponding_institution_ids":["https://openalex.org/I75951250"],"apc_list":{"value":2380,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2380,"currency":"EUR","value_usd":2890},"fwci":10.2764,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.97948849,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"23","issue":"1","first_page":"5","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/newspaper","display_name":"Newspaper","score":0.5995488166809082},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.5406394600868225},{"id":"https://openalex.org/keywords/ideology","display_name":"Ideology","score":0.5115993618965149},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.5036644339561462},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4916267991065979},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.4698304831981659},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.4552364647388458},{"id":"https://openalex.org/keywords/naturalisation","display_name":"Naturalisation","score":0.4433509409427643},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.4312213659286499},{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.422376424074173},{"id":"https://openalex.org/keywords/misinformation","display_name":"Misinformation","score":0.41399070620536804},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3674624562263489},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.345897376537323},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.21312135457992554},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.2002592384815216},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.18375518918037415},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.14966896176338196},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13894623517990112},{"id":"https://openalex.org/keywords/citizenship","display_name":"Citizenship","score":0.13176429271697998}],"concepts":[{"id":"https://openalex.org/C201280247","wikidata":"https://www.wikidata.org/wiki/Q11032","display_name":"Newspaper","level":2,"score":0.5995488166809082},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5406394600868225},{"id":"https://openalex.org/C158071213","wikidata":"https://www.wikidata.org/wiki/Q7257","display_name":"Ideology","level":3,"score":0.5115993618965149},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.5036644339561462},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4916267991065979},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.4698304831981659},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.4552364647388458},{"id":"https://openalex.org/C4451082","wikidata":"https://www.wikidata.org/wiki/Q2878495","display_name":"Naturalisation","level":4,"score":0.4433509409427643},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.4312213659286499},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.422376424074173},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.41399070620536804},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3674624562263489},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.345897376537323},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.21312135457992554},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.2002592384815216},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.18375518918037415},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.14966896176338196},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13894623517990112},{"id":"https://openalex.org/C2780781376","wikidata":"https://www.wikidata.org/wiki/Q42138","display_name":"Citizenship","level":3,"score":0.13176429271697998},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13222-023-00437-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13222-023-00437-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13222-023-00437-2.pdf","source":{"id":"https://openalex.org/S73012565","display_name":"Datenbank-Spektrum","issn_l":"1610-1995","issn":["1610-1995","1618-2162"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Datenbank-Spektrum","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13222-023-00437-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13222-023-00437-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13222-023-00437-2.pdf","source":{"id":"https://openalex.org/S73012565","display_name":"Datenbank-Spektrum","issn_l":"1610-1995","issn":["1610-1995","1618-2162"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Datenbank-Spektrum","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324521","display_name":"Freie Universit\u00e4t Berlin","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4323043532.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2040467972","https://openalex.org/W2053154970","https://openalex.org/W2058899319","https://openalex.org/W2752317976","https://openalex.org/W2759820691","https://openalex.org/W2911964244","https://openalex.org/W2945267390","https://openalex.org/W2948947170","https://openalex.org/W2963341956","https://openalex.org/W2985705651","https://openalex.org/W2998907010","https://openalex.org/W3012525430","https://openalex.org/W3020158875","https://openalex.org/W3024601799","https://openalex.org/W3034490784","https://openalex.org/W3036885425","https://openalex.org/W3080994147","https://openalex.org/W3090266105","https://openalex.org/W3106325613","https://openalex.org/W3110640267","https://openalex.org/W3119042271","https://openalex.org/W3157447802","https://openalex.org/W3160694721","https://openalex.org/W3191286626","https://openalex.org/W3211821677","https://openalex.org/W4287643567","https://openalex.org/W4287689466","https://openalex.org/W4294875903","https://openalex.org/W6811575797"],"related_works":["https://openalex.org/W575979736","https://openalex.org/W2186712724","https://openalex.org/W3193829667","https://openalex.org/W2181951599","https://openalex.org/W4249483618","https://openalex.org/W3197131596","https://openalex.org/W4296117867","https://openalex.org/W4245429933","https://openalex.org/W4235832144","https://openalex.org/W2367002612"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"full-scale":[2],"conflict":[3],"between":[4],"the":[5,53,61,65,101,131,141],"Russian":[6],"Federation":[7],"and":[8,17,24,36,44,56,70,79,83,96,103,113,115],"Ukraine":[9],"generated":[10],"an":[11,40],"unprecedented":[12],"amount":[13],"of":[14,34,42,64,87,105,118,136],"news":[15,68,72],"articles":[16,69],"social":[18],"media":[19,54],"data":[20],"reflecting":[21],"opposing":[22],"ideologies":[23],"narratives.":[25],"These":[26],"polarized":[27],"campaigns":[28],"have":[29],"led":[30],"to":[31,110,129,140],"mutual":[32],"accusations":[33],"misinformation":[35],"fake":[37],"news,":[38],"shaping":[39],"atmosphere":[41],"confusion":[43],"mistrust":[45],"for":[46,121,133],"readers":[47],"worldwide.":[48],"This":[49],"study":[50],"analyses":[51],"how":[52],"affected":[55],"mirrored":[57],"public":[58],"opinion":[59],"during":[60],"first":[62],"month":[63],"war":[66],"using":[67],"Telegram":[71],"channels":[73],"in":[74],"Ukrainian,":[75],"Russian,":[76],"Romanian,":[77],"French":[78],"English.":[80],"We":[81,99],"propose":[82],"compare":[84],"two":[85],"methods":[86],"multilingual":[88],"automated":[89],"pro-Kremlin":[90],"propaganda":[91],"identification,":[92],"based":[93],"on":[94],"Transformers":[95],"linguistic":[97],"features.":[98],"analyse":[100],"advantages":[102],"disadvantages":[104],"both":[106],"methods,":[107],"their":[108,119],"adaptability":[109],"new":[111],"genres":[112],"languages,":[114],"ethical":[116],"considerations":[117],"usage":[120],"content":[122],"moderation.":[123],"With":[124],"this":[125],"work,":[126],"we":[127],"aim":[128],"lay":[130],"foundation":[132],"further":[134],"development":[135],"moderation":[137],"tools":[138],"tailored":[139],"current":[142],"conflict.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}