{"id":"https://openalex.org/W4392019883","doi":"https://doi.org/10.48550/arxiv.2402.12629","title":"Television Discourse Decoded: Comprehensive Multimodal Analytics at Scale","display_name":"Television Discourse Decoded: Comprehensive Multimodal Analytics at Scale","publication_year":2024,"publication_date":"2024-02-20","ids":{"openalex":"https://openalex.org/W4392019883","doi":"https://doi.org/10.48550/arxiv.2402.12629"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2402.12629","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.12629","pdf_url":"https://arxiv.org/pdf/2402.12629","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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2402.12629","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102019216","display_name":"Anmol Agarwal","orcid":"https://orcid.org/0000-0001-6730-3565"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agarwal, Anmol","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005300970","display_name":"Pratyush Priyadarshi","orcid":"https://orcid.org/0000-0002-9965-1596"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Priyadarshi, Pratyush","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109683007","display_name":"Shiven Sinha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sinha, Shiven","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102722253","display_name":"Shrey Gupta","orcid":"https://orcid.org/0000-0002-5160-2226"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gupta, Shrey","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086349298","display_name":"Hitkul Jangra","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jangra, Hitkul","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077509916","display_name":"Ponnurangam Kumaraguru","orcid":"https://orcid.org/0000-0001-5082-2078"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kumaraguru, Ponnurangam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5003937791","display_name":"Kiran Garimella","orcid":"https://orcid.org/0000-0002-0173-5557"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Garimella, Kiran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13071","display_name":"Digital Storytelling and Education","score":0.25589999556541443,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13071","display_name":"Digital Storytelling and Education","score":0.25589999556541443,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10366","display_name":"Discourse Analysis in Language Studies","score":0.24169999361038208,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10133","display_name":"Media Studies and Communication","score":0.24140000343322754,"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/analytics","display_name":"Analytics","score":0.7443128824234009},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6108144521713257},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5758156180381775},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4858105182647705},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15117299556732178},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.12356528639793396}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7443128824234009},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6108144521713257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5758156180381775},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4858105182647705},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15117299556732178},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.12356528639793396}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2402.12629","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.12629","pdf_url":"https://arxiv.org/pdf/2402.12629","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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2402.12629","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2402.12629","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2402.12629","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.12629","pdf_url":"https://arxiv.org/pdf/2402.12629","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":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308835","display_name":"John S. and James L. Knight Foundation","ror":"https://ror.org/00mn6be63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392019883.pdf","grobid_xml":"https://content.openalex.org/works/W4392019883.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W4390482427"],"abstract_inverted_index":{"In":[0],"this":[1,44,179],"paper,":[2],"we":[3,46,72,181],"tackle":[4],"the":[5,36,166,184],"complex":[6],"task":[7],"of":[8,39,78,81,95,147,168],"analyzing":[9],"televised":[10],"debates,":[11],"with":[12,144,162],"a":[13,16,48,82,92,120,152],"focus":[14],"on":[15,30],"prime":[17],"time":[18],"news":[19],"debate":[20,85],"show":[21,86],"from":[22],"India.":[23,88],"Previous":[24],"methods,":[25,71],"which":[26],"often":[27],"relied":[28],"solely":[29],"text,":[31,126],"fall":[32],"short":[33],"in":[34,87,137,159,178],"capturing":[35,119],"multimodal":[37],"essence":[38],"these":[40],"debates.":[41],"To":[42,174],"address":[43],"gap,":[45],"introduce":[47],"comprehensive":[49,121],"automated":[50,154],"toolkit":[51,110],"that":[52,124],"employs":[53],"advanced":[54],"computer":[55,66],"vision":[56,67],"and":[57,69,75,106,117,129,140,171,188],"speech-to-text":[58,70],"techniques":[59],"for":[60,102,156,165],"large-scale":[61],"multimedia":[62,122,160],"analysis.":[63],"Utilizing":[64],"state-of-the-art":[65],"algorithms":[68],"transcribe,":[73],"diarize,":[74],"analyze":[76],"thousands":[77],"YouTube":[79],"videos":[80],"prime-time":[83],"television":[84],"These":[89],"debates":[90],"are":[91],"central":[93],"part":[94],"Indian":[96],"media":[97],"but":[98],"have":[99],"been":[100],"criticized":[101],"compromised":[103],"journalistic":[104],"integrity":[105],"excessive":[107],"dramatization.":[108],"Our":[109,132],"provides":[111],"concrete":[112],"metrics":[113],"to":[114],"assess":[115],"bias":[116],"incivility,":[118],"perspective":[123],"includes":[125],"audio":[127],"utterances,":[128],"video":[130],"frames.":[131],"findings":[133],"reveal":[134],"significant":[135],"biases":[136],"topic":[138],"selection":[139],"panelist":[141],"representation,":[142],"along":[143],"alarming":[145],"levels":[146],"incivility.":[148],"This":[149],"work":[150],"offers":[151],"scalable,":[153],"approach":[155],"future":[157],"research":[158,177],"analysis,":[161],"profound":[163],"implications":[164],"quality":[167],"public":[169],"discourse":[170],"democratic":[172],"debate.":[173],"catalyze":[175],"further":[176],"area,":[180],"also":[182],"release":[183],"code,":[185],"dataset":[186],"collected":[187],"supplemental":[189],"pdf.":[190]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2024-02-22T00:00:00"}
