{"id":"https://openalex.org/W4391093308","doi":"https://doi.org/10.1109/bigdata59044.2023.10386249","title":"Compulsive Bingers or Faithful Fans: Binge-watching behaviour analysis using viewing data and Twitter discourse for \u2018The Traitors US\u2019","display_name":"Compulsive Bingers or Faithful Fans: Binge-watching behaviour analysis using viewing data and Twitter discourse for \u2018The Traitors US\u2019","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391093308","doi":"https://doi.org/10.1109/bigdata59044.2023.10386249"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386249","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata59044.2023.10386249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023929185","display_name":"Joanne Parkes","orcid":"https://orcid.org/0000-0001-8909-4899"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Joanne Parkes","raw_affiliation_strings":["Nottingham University Business School, University of Nottingham,N/LAB","Horizon Centre for Doctoral Training, University of Nottingham, UK","N/LAB, Nottingham University Business School, University of Nottingham"],"affiliations":[{"raw_affiliation_string":"Nottingham University Business School, University of Nottingham,N/LAB","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"Horizon Centre for Doctoral Training, University of Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"N/LAB, Nottingham University Business School, University of Nottingham","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100667850","display_name":"Andrew Smith","orcid":"https://orcid.org/0000-0001-6541-6187"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Smith","raw_affiliation_strings":["Nottingham University Business School, University of Nottingham,N/LAB","N/LAB, Nottingham University Business School, University of Nottingham"],"affiliations":[{"raw_affiliation_string":"Nottingham University Business School, University of Nottingham,N/LAB","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"N/LAB, Nottingham University Business School, University of Nottingham","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086725824","display_name":"Steve Benford","orcid":"https://orcid.org/0000-0001-8041-2520"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve Benford","raw_affiliation_strings":["University of Nottingham,Mixed Reality Lab (MRL), School of Computer Science,UK","Mixed Reality Lab (MRL), School of Computer Science, University of Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Nottingham,Mixed Reality Lab (MRL), School of Computer Science,UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"Mixed Reality Lab (MRL), School of Computer Science, University of Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011751163","display_name":"Michael J. Evans","orcid":"https://orcid.org/0000-0002-4182-5813"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Evans","raw_affiliation_strings":["BBC Research and Development,UK","BBC Research and Development, UK"],"affiliations":[{"raw_affiliation_string":"BBC Research and Development,UK","institution_ids":[]},{"raw_affiliation_string":"BBC Research and Development, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005905416","display_name":"Lianne Kerlin","orcid":"https://orcid.org/0000-0003-0360-1613"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lianne Kerlin","raw_affiliation_strings":["BBC Research and Development,UK","BBC Research and Development, UK"],"affiliations":[{"raw_affiliation_string":"BBC Research and Development,UK","institution_ids":[]},{"raw_affiliation_string":"BBC Research and Development, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023929185"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30554765,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6260","last_page":"6262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10133","display_name":"Media Studies and Communication","score":0.8568000197410583,"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"}},"topics":[{"id":"https://openalex.org/T10133","display_name":"Media Studies and Communication","score":0.8568000197410583,"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/T10355","display_name":"Impact of Technology on Adolescents","score":0.7598000168800354,"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/T10557","display_name":"Social Media and Politics","score":0.7524999976158142,"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/computer-science","display_name":"Computer science","score":0.46598759293556213},{"id":"https://openalex.org/keywords/media-studies","display_name":"Media studies","score":0.4043448269367218},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.40063875913619995},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3875402510166168},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.29868432879447937},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08705729246139526}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46598759293556213},{"id":"https://openalex.org/C29595303","wikidata":"https://www.wikidata.org/wiki/Q165650","display_name":"Media studies","level":1,"score":0.4043448269367218},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.40063875913619995},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3875402510166168},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.29868432879447937},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08705729246139526}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386249","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bigdata59044.2023.10386249","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Binge-watching":[0],"is":[1],"of":[2,51,61,75],"academic":[3],"interest,":[4],"not":[5],"least":[6],"for":[7,66],"the":[8,41,86],"potential":[9],"links":[10],"between":[11],"\u2018excessive\u2019":[12],"media":[13],"consumption":[14],"and":[15,32,64,85],"wellbeing.":[16],"This":[17],"study":[18],"analyses":[19],"binge-watching":[20,69,87],"behaviours":[21],"relating":[22],"to":[23],"\u2018The":[24],"Traitors":[25],"US\u2019":[26],"using":[27],"BBC":[28],"iPlayer":[29],"viewing":[30,37],"data":[31,73,77],"Twitter":[33,56],"discourse.":[34],"Findings":[35],"show":[36],"engagement":[38],"increased":[39],"as":[40],"finale":[42],"approached,":[43],"with":[44],"some":[45],"consumers":[46],"watching":[47],"over":[48],"nine":[49],"hours":[50],"content":[52],"in":[53],"one":[54],"day.":[55],"sentiment":[57],"analysis":[58,74],"includes":[59],"themes":[60],"excitement,":[62],"compulsion,":[63],"concern":[65],"spoilers.":[67],"As":[68],"proliferates":[70],"globally,":[71],"big":[72],"real-world":[76],"may":[78],"offer":[79],"valuable":[80],"insights":[81],"into":[82],"viewers\u2019":[83],"motivations":[84],"phenomenon.":[88]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}