{"id":"https://openalex.org/W2900571251","doi":"https://doi.org/10.1007/s00799-018-0261-y","title":"Automated identification of media bias in news articles: an interdisciplinary literature review","display_name":"Automated identification of media bias in news articles: an interdisciplinary literature review","publication_year":2018,"publication_date":"2018-11-16","ids":{"openalex":"https://openalex.org/W2900571251","doi":"https://doi.org/10.1007/s00799-018-0261-y","mag":"2900571251"},"language":"en","primary_location":{"id":"doi:10.1007/s00799-018-0261-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00799-018-0261-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00799-018-0261-y.pdf","source":{"id":"https://openalex.org/S110615584","display_name":"International Journal on Digital Libraries","issn_l":"1432-1300","issn":["1432-1300","1432-5012"],"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":"International Journal on Digital Libraries","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/s00799-018-0261-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077372505","display_name":"Felix Hamborg","orcid":"https://orcid.org/0000-0003-2444-8056"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Felix Hamborg","raw_affiliation_strings":["University of Konstanz, Constance, Germany"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Constance, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057940546","display_name":"Karsten Donnay","orcid":"https://orcid.org/0000-0002-9080-6539"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Karsten Donnay","raw_affiliation_strings":["University of Konstanz, Constance, Germany"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Constance, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058837356","display_name":"B\u00e9la Gipp","orcid":"https://orcid.org/0000-0001-6522-3019"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bela Gipp","raw_affiliation_strings":["University of Konstanz, Constance, Germany"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Constance, Germany","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077372505"],"corresponding_institution_ids":["https://openalex.org/I189712700"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":44.087,"has_fulltext":true,"cited_by_count":209,"citation_normalized_percentile":{"value":0.99820474,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"20","issue":"4","first_page":"391","last_page":"415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13718","display_name":"Media Influence and Politics","score":1.0,"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/T13718","display_name":"Media Influence and Politics","score":1.0,"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":0.9905999898910522,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/computer-science","display_name":"Computer science","score":0.7832174301147461},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.628856897354126},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6028377413749695},{"id":"https://openalex.org/keywords/realm","display_name":"Realm","score":0.4991903305053711},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2110934555530548}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7832174301147461},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.628856897354126},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6028377413749695},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.4991903305053711},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2110934555530548},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s00799-018-0261-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00799-018-0261-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00799-018-0261-y.pdf","source":{"id":"https://openalex.org/S110615584","display_name":"International Journal on Digital Libraries","issn_l":"1432-1300","issn":["1432-1300","1432-5012"],"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":"International Journal on Digital Libraries","raw_type":"journal-article"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/44511","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-dovzzlr93tql8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:publications.goettingen-research-online.de:2/106687","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/106687","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal_article"},{"id":"pmh:oai:zenodo.org:1491684","is_oa":true,"landing_page_url":"https://zenodo.org/record/1491684","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s00799-018-0261-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00799-018-0261-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00799-018-0261-y.pdf","source":{"id":"https://openalex.org/S110615584","display_name":"International Journal on Digital Libraries","issn_l":"1432-1300","issn":["1432-1300","1432-5012"],"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":"International Journal on Digital Libraries","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G8408819477","display_name":null,"funder_award_id":"Zukunftskolleg","funder_id":"https://openalex.org/F4320326505","funder_display_name":"Universit\u00e4t Konstanz"}],"funders":[{"id":"https://openalex.org/F4320309895","display_name":"Carl-Zeiss-Stiftung","ror":"https://ror.org/03ng4kg22"},{"id":"https://openalex.org/F4320326505","display_name":"Universit\u00e4t Konstanz","ror":"https://ror.org/0546hnb39"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2900571251.pdf","grobid_xml":"https://content.openalex.org/works/W2900571251.grobid-xml"},"referenced_works_count":191,"referenced_works":["https://openalex.org/W7678345","https://openalex.org/W25086975","https://openalex.org/W79139011","https://openalex.org/W142730124","https://openalex.org/W168294226","https://openalex.org/W193524605","https://openalex.org/W202113353","https://openalex.org/W266716723","https://openalex.org/W282013856","https://openalex.org/W423132677","https://openalex.org/W577062345","https://openalex.org/W579702634","https://openalex.org/W585023577","https://openalex.org/W608574129","https://openalex.org/W656864244","https://openalex.org/W657046658","https://openalex.org/W815043457","https://openalex.org/W986028939","https://openalex.org/W1020515067","https://openalex.org/W1505994611","https://openalex.org/W1509629370","https://openalex.org/W1515671861","https://openalex.org/W1532325895","https://openalex.org/W1540933854","https://openalex.org/W1568955415","https://openalex.org/W1596691921","https://openalex.org/W1686065478","https://openalex.org/W1803977251","https://openalex.org/W1854214752","https://openalex.org/W1872269567","https://openalex.org/W1924618820","https://openalex.org/W1942015218","https://openalex.org/W1970020947","https://openalex.org/W1971569214","https://openalex.org/W1973082961","https://openalex.org/W1973950619","https://openalex.org/W1974838758","https://openalex.org/W1978394996","https://openalex.org/W1984901792","https://openalex.org/W1987123434","https://openalex.org/W1990581055","https://openalex.org/W1994349251","https://openalex.org/W2000861060","https://openalex.org/W2001442493","https://openalex.org/W2002830978","https://openalex.org/W2017552247","https://openalex.org/W2018226574","https://openalex.org/W2019273017","https://openalex.org/W2020278455","https://openalex.org/W2023696402","https://openalex.org/W2024633545","https://openalex.org/W2025516619","https://openalex.org/W2027674570","https://openalex.org/W2028229242","https://openalex.org/W2030577808","https://openalex.org/W2038124402","https://openalex.org/W2039479574","https://openalex.org/W2043354045","https://openalex.org/W2060704337","https://openalex.org/W2061165722","https://openalex.org/W2061504941","https://openalex.org/W2061592058","https://openalex.org/W2065710950","https://openalex.org/W2069857260","https://openalex.org/W2076758314","https://openalex.org/W2083515851","https://openalex.org/W2083633991","https://openalex.org/W2086493247","https://openalex.org/W2089363775","https://openalex.org/W2089588637","https://openalex.org/W2092339628","https://openalex.org/W2096194908","https://openalex.org/W2097726431","https://openalex.org/W2099545005","https://openalex.org/W2100277498","https://openalex.org/W2102145889","https://openalex.org/W2103817351","https://openalex.org/W2103843299","https://openalex.org/W2103917930","https://openalex.org/W2104047869","https://openalex.org/W2104190448","https://openalex.org/W2104496040","https://openalex.org/W2104763934","https://openalex.org/W2105468141","https://openalex.org/W2107214735","https://openalex.org/W2109914622","https://openalex.org/W2111798075","https://openalex.org/W2117121175","https://openalex.org/W2118703457","https://openalex.org/W2119758323","https://openalex.org/W2120101509","https://openalex.org/W2121057911","https://openalex.org/W2121155993","https://openalex.org/W2122915790","https://openalex.org/W2127492100","https://openalex.org/W2128672521","https://openalex.org/W2131494463","https://openalex.org/W2131744502","https://openalex.org/W2132389502","https://openalex.org/W2133952599","https://openalex.org/W2134593698","https://openalex.org/W2139451493","https://openalex.org/W2139533637","https://openalex.org/W2143350951","https://openalex.org/W2145451908","https://openalex.org/W2148416306","https://openalex.org/W2149166749","https://openalex.org/W2150102617","https://openalex.org/W2150725398","https://openalex.org/W2153377606","https://openalex.org/W2154739180","https://openalex.org/W2155320255","https://openalex.org/W2156039370","https://openalex.org/W2156830856","https://openalex.org/W2157979842","https://openalex.org/W2160660844","https://openalex.org/W2161071850","https://openalex.org/W2163179583","https://openalex.org/W2163605009","https://openalex.org/W2164634022","https://openalex.org/W2164777277","https://openalex.org/W2165232124","https://openalex.org/W2166119588","https://openalex.org/W2167302605","https://openalex.org/W2168920577","https://openalex.org/W2171773113","https://openalex.org/W2174706414","https://openalex.org/W2182265315","https://openalex.org/W2182617192","https://openalex.org/W2192812558","https://openalex.org/W2220369981","https://openalex.org/W2229694010","https://openalex.org/W2251299522","https://openalex.org/W2251424350","https://openalex.org/W2252215182","https://openalex.org/W2288871829","https://openalex.org/W2327864893","https://openalex.org/W2340893350","https://openalex.org/W2344881265","https://openalex.org/W2461338233","https://openalex.org/W2462305634","https://openalex.org/W2469213564","https://openalex.org/W2481123866","https://openalex.org/W2483215953","https://openalex.org/W2540823975","https://openalex.org/W2561675875","https://openalex.org/W2613550695","https://openalex.org/W2735093927","https://openalex.org/W2741144792","https://openalex.org/W2752580839","https://openalex.org/W2782221572","https://openalex.org/W2782614463","https://openalex.org/W2791442904","https://openalex.org/W2792416138","https://openalex.org/W2793353489","https://openalex.org/W2793363407","https://openalex.org/W2798594587","https://openalex.org/W2804801821","https://openalex.org/W2807608807","https://openalex.org/W2891649320","https://openalex.org/W2893425640","https://openalex.org/W2896508999","https://openalex.org/W2899108003","https://openalex.org/W2919115771","https://openalex.org/W3025132739","https://openalex.org/W3097096317","https://openalex.org/W3103434942","https://openalex.org/W3123340585","https://openalex.org/W3123401135","https://openalex.org/W3123599280","https://openalex.org/W3124340976","https://openalex.org/W3125112043","https://openalex.org/W3125380295","https://openalex.org/W3125714960","https://openalex.org/W3147434279","https://openalex.org/W4205184193","https://openalex.org/W4205471878","https://openalex.org/W4211186656","https://openalex.org/W4213009331","https://openalex.org/W4230067439","https://openalex.org/W4230682643","https://openalex.org/W4243058629","https://openalex.org/W4246064678","https://openalex.org/W4254128747","https://openalex.org/W4288366912","https://openalex.org/W4300170376","https://openalex.org/W4300668250","https://openalex.org/W4301930102","https://openalex.org/W4388402571","https://openalex.org/W4399220034","https://openalex.org/W6601024640"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2359053655","https://openalex.org/W2387777532","https://openalex.org/W2382709029","https://openalex.org/W2389147080","https://openalex.org/W2377883125","https://openalex.org/W2362479786","https://openalex.org/W2392455911"],"abstract_inverted_index":{"Media":[0],"bias,":[1,227],"i.e.,":[2],"slanted":[3],"news":[4],"coverage,":[5],"can":[6,155],"strongly":[7],"impact":[8],"the":[9,13,17,22,82,90,116,123,142,145,148,179,195,210,222],"public":[10],"perception":[11],"of":[12,113,118,144,168,212,221,225],"reported":[14],"topics.":[15],"In":[16,44],"social":[18,83,124,149,180],"sciences,":[19,84],"research":[20,101,234],"over":[21],"past":[23],"decades":[24],"has":[25],"developed":[26,121],"comprehensive":[27],"models":[28,64,79,114],"to":[29,66,74,78,107,151,193],"describe":[30],"media":[31,61,68,103,119,169,226],"bias":[32,69,104,120,170],"and":[33,38,51,85,171],"effective,":[34],"yet":[35],"often":[36],"manual":[37],"thus":[39,105],"cumbersome,":[40],"methods":[41,53,128,188,204],"for":[42,115,219,231],"analysis.":[43,197],"contrast,":[45],"in":[46,70,81,122,178,209,235,238],"computer":[47,71,130,161,190,206,236],"science":[48,72,100,191,237],"fast,":[49],"automated,":[50],"scalable":[52],"are":[54,216],"available,":[55],"but":[56],"few":[57],"approaches":[58,159],"systematically":[59],"analyze":[60,67],"bias.":[62],"The":[63],"used":[65],"tend":[73],"be":[75,156],"simpler":[76],"compared":[77],"established":[80],"do":[86],"not":[87],"necessarily":[88],"address":[89],"most":[91],"pressing":[92],"substantial":[93],"questions,":[94],"despite":[95],"technically":[96],"superior":[97],"approaches.":[98],"Computer":[99],"on":[102],"stands":[106],"profit":[108],"from":[109,129,147,160,189,205],"a":[110,136,152],"closer":[111],"integration":[112],"study":[117],"sciences":[125,150],"with":[126],"automated":[127,203],"science.":[131,162],"This":[132],"article":[133],"first":[134],"establishes":[135],"shared":[137],"conceptual":[138],"understanding":[139],"by":[140,158],"mapping":[141],"state":[143],"art":[146],"framework,":[153],"which":[154],"targeted":[157],"Next,":[163],"we":[164,185],"investigate":[165],"different":[166],"forms":[167,224],"review":[172,199],"how":[173],"each":[174,183,220],"form":[175],"is":[176],"analyzed":[177],"sciences.":[181],"For":[182],"form,":[184],"then":[186],"discuss":[187],"suitable":[192],"(semi-)automate":[194],"corresponding":[196],"Our":[198],"suggests":[200],"that":[201],"suitable,":[202],"science,":[207],"primarily":[208],"realm":[211],"natural":[213],"language":[214],"processing,":[215],"already":[217],"available":[218],"discussed":[223],"opening":[228],"multiple":[229],"directions":[230],"promising":[232],"further":[233],"this":[239],"area.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":43},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":40},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":8}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}