{"id":"https://openalex.org/W4367318998","doi":"https://doi.org/10.1145/3543873.3587534","title":"Exploration of Framing Biases in Polarized Online Content Consumption","display_name":"Exploration of Framing Biases in Polarized Online Content Consumption","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367318998","doi":"https://doi.org/10.1145/3543873.3587534"},"language":"en","primary_location":{"id":"doi:10.1145/3543873.3587534","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3543873.3587534","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3543873.3587534","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2023","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3543873.3587534","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066404441","display_name":"Markus Reiter-Haas","orcid":"https://orcid.org/0000-0001-9852-8206"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Markus Reiter-Haas","raw_affiliation_strings":["Institute of Interactive Systems and Data Science, Graz University of Technology, Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Interactive Systems and Data Science, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066404441"],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":4.6325,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.94476513,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"560","last_page":"564"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"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":0.9984999895095825,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9739999771118164,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9677000045776367,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/framing","display_name":"Framing (construction)","score":0.8423091173171997},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6303509473800659},{"id":"https://openalex.org/keywords/framing-effect","display_name":"Framing effect","score":0.6297652721405029},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.5595589280128479},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.46241188049316406},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.43989020586013794},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4383249580860138},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.42479318380355835},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28372037410736084},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2096884846687317},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19405752420425415},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1813945472240448},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.14477777481079102},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.11635637283325195},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11181727051734924}],"concepts":[{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.8423091173171997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6303509473800659},{"id":"https://openalex.org/C136714292","wikidata":"https://www.wikidata.org/wiki/Q1440683","display_name":"Framing effect","level":3,"score":0.6297652721405029},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.5595589280128479},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.46241188049316406},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.43989020586013794},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4383249580860138},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.42479318380355835},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28372037410736084},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2096884846687317},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19405752420425415},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1813945472240448},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.14477777481079102},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.11635637283325195},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11181727051734924},{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3543873.3587534","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3543873.3587534","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3543873.3587534","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2023","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3543873.3587534","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3543873.3587534","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3543873.3587534","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2023","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4367318998.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W609173189","https://openalex.org/W2038043464","https://openalex.org/W2804927761","https://openalex.org/W2958300421","https://openalex.org/W3048364595","https://openalex.org/W3088435213","https://openalex.org/W3123797116","https://openalex.org/W3140197133","https://openalex.org/W3152733223","https://openalex.org/W3157975787","https://openalex.org/W3185356767","https://openalex.org/W3195405741","https://openalex.org/W3199024980","https://openalex.org/W3212688143","https://openalex.org/W3214371326","https://openalex.org/W4224324495","https://openalex.org/W4225825899","https://openalex.org/W4379470258","https://openalex.org/W4385570270","https://openalex.org/W4385572111","https://openalex.org/W6778883912","https://openalex.org/W6779127638"],"related_works":["https://openalex.org/W1982290744","https://openalex.org/W2021163894","https://openalex.org/W2764059427","https://openalex.org/W2614102867","https://openalex.org/W3164847636","https://openalex.org/W2144803999","https://openalex.org/W2790968293","https://openalex.org/W3115315872","https://openalex.org/W3045214499","https://openalex.org/W2028190885"],"abstract_inverted_index":{"The":[0],"study":[1],"of":[2,17,40,107],"framing":[3,16,135],"bias":[4],"on":[5,25,60,79,132],"the":[6,15],"Web":[7],"is":[8,103,115],"crucial":[9],"in":[10,69,105],"our":[11,77,91,122],"digital":[12],"age,":[13],"as":[14,29,99],"information":[18],"can":[19],"influence":[20],"human":[21],"behavior":[22],"and":[23,84],"decision":[24],"critical":[26],"issues":[27],"such":[28,98],"health":[30],"or":[31],"politics.":[32],"Traditional":[33],"frame":[34,56],"analysis":[35,46,57,136],"requires":[36],"a":[37,55,126],"curated":[38],"set":[39],"frames":[41,68],"derived":[42],"from":[43],"manual":[44],"content":[45,102],"by":[47],"domain":[48],"experts.":[49],"In":[50,76],"this":[51],"work,":[52],"we":[53,88],"introduce":[54],"approach":[58,92],"based":[59],"pretrained":[61,138],"Transformer":[62],"models":[63],"that":[64,90,100],"let":[65],"us":[66,94],"capture":[67],"an":[70],"exploratory":[71,133],"manner":[72],"beyond":[73],"predefined":[74],"frames.":[75],"experiments":[78],"two":[80],"public":[81],"online":[82],"news":[83],"social":[85],"media":[86,114],"datasets,":[87],"show":[89],"lets":[93],"identify":[95],"underexplored":[96],"conceptualizations,":[97],"health-related":[101],"framed":[104],"terms":[106],"beliefs":[108],"for":[109,129],"conspiracy":[110],"media,":[111],"while":[112],"mainstream":[113],"instead":[116],"concerned":[117],"with":[118],"science.":[119],"We":[120],"anticipate":[121],"work":[123],"to":[124],"be":[125],"starting":[127],"point":[128],"further":[130],"research":[131],"computational":[134],"using":[137],"Transformers.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
