{"id":"https://openalex.org/W4399428316","doi":"https://doi.org/10.1145/3639701.3656308","title":"Human Interest or Conflict? Leveraging LLMs for Automated Framing Analysis in TV Shows","display_name":"Human Interest or Conflict? Leveraging LLMs for Automated Framing Analysis in TV Shows","publication_year":2024,"publication_date":"2024-06-07","ids":{"openalex":"https://openalex.org/W4399428316","doi":"https://doi.org/10.1145/3639701.3656308"},"language":"en","primary_location":{"id":"doi:10.1145/3639701.3656308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639701.3656308","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639701.3656308","source":{"id":"https://openalex.org/S4363608453","display_name":"ACM International Conference on Interactive Media Experiences","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM International Conference on Interactive Media Experiences","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3639701.3656308","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061595714","display_name":"David Alonso del Barrio","orcid":"https://orcid.org/0000-0002-6728-6774"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"David Alonso del Barrio","raw_affiliation_strings":["Idiap Research Institute, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-6728-6774","affiliations":[{"raw_affiliation_string":"Idiap Research Institute, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099047080","display_name":"Max Tiel","orcid":"https://orcid.org/0009-0005-0692-476X"},"institutions":[{"id":"https://openalex.org/I2801405528","display_name":"Netherlands Institute for Sound and Vision","ror":"https://ror.org/025ae8628","country_code":"NL","type":"archive","lineage":["https://openalex.org/I2801405528"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Max Tiel","raw_affiliation_strings":["Netherlands Institute for Sound and Vision, Netherlands"],"raw_orcid":"https://orcid.org/0009-0005-0692-476X","affiliations":[{"raw_affiliation_string":"Netherlands Institute for Sound and Vision, Netherlands","institution_ids":["https://openalex.org/I2801405528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012965551","display_name":"Daniel G\u00e1tica-P\u00e9rez","orcid":"https://orcid.org/0000-0001-5488-2182"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Daniel Gatica-Perez","raw_affiliation_strings":["Idiap Research Institute and EPFL, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-5488-2182","affiliations":[{"raw_affiliation_string":"Idiap Research Institute and EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864","https://openalex.org/I7495430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"157","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T10133","display_name":"Media Studies and Communication","score":0.9894999861717224,"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/T13321","display_name":"Radio, Podcasts, and Digital Media","score":0.980400025844574,"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/framing","display_name":"Framing (construction)","score":0.8986783623695374},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5446912050247192},{"id":"https://openalex.org/keywords/journalism","display_name":"Journalism","score":0.4848557710647583},{"id":"https://openalex.org/keywords/framing-effect","display_name":"Framing effect","score":0.41276824474334717},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35291796922683716},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3363940715789795},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.31189846992492676},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2815589904785156},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.21660161018371582},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.1897566020488739},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17512109875679016}],"concepts":[{"id":"https://openalex.org/C169087156","wikidata":"https://www.wikidata.org/wiki/Q2131593","display_name":"Framing (construction)","level":2,"score":0.8986783623695374},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5446912050247192},{"id":"https://openalex.org/C119513131","wikidata":"https://www.wikidata.org/wiki/Q11030","display_name":"Journalism","level":2,"score":0.4848557710647583},{"id":"https://openalex.org/C136714292","wikidata":"https://www.wikidata.org/wiki/Q1440683","display_name":"Framing effect","level":3,"score":0.41276824474334717},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35291796922683716},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3363940715789795},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.31189846992492676},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2815589904785156},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.21660161018371582},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.1897566020488739},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17512109875679016},{"id":"https://openalex.org/C2778080475","wikidata":"https://www.wikidata.org/wiki/Q4353774","display_name":"Health communication","level":2,"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":2,"locations":[{"id":"doi:10.1145/3639701.3656308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639701.3656308","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639701.3656308","source":{"id":"https://openalex.org/S4363608453","display_name":"ACM International Conference on Interactive Media Experiences","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM International Conference on Interactive Media Experiences","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2409.12561","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2409.12561","pdf_url":"https://arxiv.org/pdf/2409.12561","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3639701.3656308","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639701.3656308","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639701.3656308","source":{"id":"https://openalex.org/S4363608453","display_name":"ACM International Conference on Interactive Media Experiences","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM International Conference on Interactive Media Experiences","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1322071649","display_name":"A European Excellence Centre for Media, Society and Democracy","funder_award_id":"951911","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3542563520","display_name":null,"funder_award_id":"ICT-48-2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4397263494","display_name":null,"funder_award_id":"951911","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5871011076","display_name":null,"funder_award_id":"ICT-48-2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399428316.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1998524619","https://openalex.org/W2039551283","https://openalex.org/W2062193322","https://openalex.org/W2126428264","https://openalex.org/W2339296435","https://openalex.org/W2467156251","https://openalex.org/W2795861996","https://openalex.org/W2801464823","https://openalex.org/W2946241385","https://openalex.org/W2963208184","https://openalex.org/W2986889260","https://openalex.org/W3017316599","https://openalex.org/W3042911150","https://openalex.org/W3175729637","https://openalex.org/W3206079177","https://openalex.org/W3214371326","https://openalex.org/W4251434917","https://openalex.org/W4283323768","https://openalex.org/W4322762030","https://openalex.org/W4366729084","https://openalex.org/W4367623507","https://openalex.org/W4384662964","https://openalex.org/W4385071300","https://openalex.org/W4385572111","https://openalex.org/W4385574339","https://openalex.org/W4388725733","https://openalex.org/W4390075090"],"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":{"In":[0,69],"the":[1,6,27,82,129,149],"current":[2],"media":[3,42,144,170],"landscape,":[4],"understanding":[5],"framing":[7,51,83,164],"of":[8,41,50,84,139,151,160],"information":[9],"is":[10,21,58,146],"crucial":[11],"for":[12,25,142,154,158,172],"critical":[13],"consumption":[14],"and":[15,34,55,111,134,165,168],"informed":[16],"decision":[17],"making.":[18],"Framing":[19],"analysis":[20,49],"a":[22,39,66,74,100],"valuable":[23],"tool":[24,102],"identifying":[26],"underlying":[28],"perspectives":[29],"used":[30,98],"to":[31,38,77,80,103,115,131],"present":[32],"information,":[33],"has":[35,128],"been":[36],"applied":[37],"variety":[40],"formats,":[43],"including":[44,148],"television":[45,88],"programs.":[46,89],"However,":[47],"manual":[48],"can":[52,64,96],"be":[53,97,132],"time-consuming":[54],"labor-intensive.":[56],"This":[57],"where":[59],"large":[60],"language":[61],"models":[62],"(LLMs)":[63],"play":[65],"key":[67],"role.":[68],"this":[70,140],"paper,":[71],"we":[72,123],"propose":[73],"novel":[75],"approach":[76,127],"use":[78],"prompt-engineering":[79,94],"identify":[81,104],"spoken":[85],"content":[86],"in":[87],"Our":[90],"findings":[91],"indicate":[92],"that":[93,125],"LLMs":[95,118],"as":[99],"support":[101,152],"frames,":[105],"with":[106],"agreement":[107],"rates":[108],"between":[109],"human":[110],"machine":[112],"reaching":[113],"up":[114],"43%.":[116],"As":[117],"are":[119],"still":[120],"under":[121],"development,":[122],"believe":[124],"our":[126],"potential":[130,138],"refined":[133],"further":[135],"improved.":[136],"The":[137],"technology":[141],"interactive":[143,169],"applications":[145],"vast,":[147],"development":[150],"tools":[153],"journalists,":[155],"educational":[156],"resources":[157],"students":[159],"journalism":[161],"learning":[162],"about":[163],"related":[166],"concepts,":[167],"experiences":[171],"audiences.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2024-06-08T00:00:00"}
