{"id":"https://openalex.org/W4401110530","doi":"https://doi.org/10.1109/tsp63128.2024.10605925","title":"Anticipate Movie Theme from Subtitle: A Deep Learning Approach","display_name":"Anticipate Movie Theme from Subtitle: A Deep Learning Approach","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4401110530","doi":"https://doi.org/10.1109/tsp63128.2024.10605925"},"language":"en","primary_location":{"id":"doi:10.1109/tsp63128.2024.10605925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp63128.2024.10605925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.12498/8128","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075941954","display_name":"Yehia Ibrahim Alzoubi","orcid":"https://orcid.org/0000-0003-4329-4072"},"institutions":[{"id":"https://openalex.org/I2803079837","display_name":"American University of the Middle East","ror":"https://ror.org/02gqgne03","country_code":"KW","type":"education","lineage":["https://openalex.org/I2803079837"]}],"countries":["KW"],"is_corresponding":true,"raw_author_name":"Yehia Ibrahim Alzoubi","raw_affiliation_strings":["College of Business Administration, American University of the Middle East,Kuwait"],"affiliations":[{"raw_affiliation_string":"College of Business Administration, American University of the Middle East,Kuwait","institution_ids":["https://openalex.org/I2803079837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086790831","display_name":"Ahmet E. Topcu","orcid":"https://orcid.org/0000-0003-1929-5358"},"institutions":[{"id":"https://openalex.org/I2803079837","display_name":"American University of the Middle East","ror":"https://ror.org/02gqgne03","country_code":"KW","type":"education","lineage":["https://openalex.org/I2803079837"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Ahmet E. Topcu","raw_affiliation_strings":["College of Business Administration, American University of the Middle East,Kuwait"],"affiliations":[{"raw_affiliation_string":"College of Business Administration, American University of the Middle East,Kuwait","institution_ids":["https://openalex.org/I2803079837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001816984","display_name":"Ersin Elba\u015f\u0131","orcid":"https://orcid.org/0000-0002-8603-1435"},"institutions":[{"id":"https://openalex.org/I2803079837","display_name":"American University of the Middle East","ror":"https://ror.org/02gqgne03","country_code":"KW","type":"education","lineage":["https://openalex.org/I2803079837"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Ersin Elbasi","raw_affiliation_strings":["College of Engineering and Technology, American University of the Middle East,Kuwait"],"affiliations":[{"raw_affiliation_string":"College of Engineering and Technology, American University of the Middle East,Kuwait","institution_ids":["https://openalex.org/I2803079837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006390493","display_name":"Mucahit Buyukyilmaz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150808","display_name":"Ankara Y\u0131ld\u0131r\u0131m Beyaz\u0131t University","ror":"https://ror.org/05ryemn72","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210150808"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mucahit Buyukyilmaz","raw_affiliation_strings":["Ankara Yildirim Beyazit University,Turkey"],"affiliations":[{"raw_affiliation_string":"Ankara Yildirim Beyazit University,Turkey","institution_ids":["https://openalex.org/I4210150808"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032104142","display_name":"Ali Osman \u00c7\u0131b\u0131kdiken","orcid":"https://orcid.org/0000-0003-4553-8202"},"institutions":[{"id":"https://openalex.org/I4210153056","display_name":"KTO Karatay University","ror":"https://ror.org/054341q84","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210153056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Osman Cibikdiken","raw_affiliation_strings":["KTO Karatay University,Department of Computer Engineering,Turkey"],"affiliations":[{"raw_affiliation_string":"KTO Karatay University,Department of Computer Engineering,Turkey","institution_ids":["https://openalex.org/I4210153056"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075941954"],"corresponding_institution_ids":["https://openalex.org/I2803079837"],"apc_list":null,"apc_paid":null,"fwci":0.2616,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51601211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"205","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9162999987602234,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9162999987602234,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/subtitle","display_name":"Subtitle","score":0.9165269136428833},{"id":"https://openalex.org/keywords/theme","display_name":"Theme (computing)","score":0.6588776111602783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6240644454956055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41778406500816345},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3468039631843567},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2345523238182068}],"concepts":[{"id":"https://openalex.org/C2780364048","wikidata":"https://www.wikidata.org/wiki/Q204028","display_name":"Subtitle","level":2,"score":0.9165269136428833},{"id":"https://openalex.org/C33566652","wikidata":"https://www.wikidata.org/wiki/Q1065927","display_name":"Theme (computing)","level":2,"score":0.6588776111602783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6240644454956055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41778406500816345},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3468039631843567},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2345523238182068},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tsp63128.2024.10605925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp63128.2024.10605925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"},{"id":"pmh:949dbec6-c04b-410b-8e70-892ffa0960eb","is_oa":false,"landing_page_url":"https://avesis.aybu.edu.tr/publication/details/949dbec6-c04b-410b-8e70-892ffa0960eb/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055213","display_name":"AYBU AVESIS","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:acikerisim.karatay.edu.tr:20.500.12498/8128","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12498/8128","pdf_url":null,"source":{"id":"https://openalex.org/S7407055354","display_name":"KTO Karatay University Institutional Archive","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dx.doi.org/10.1109/TSP63128.2024.10605925","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:acikerisim.karatay.edu.tr:20.500.12498/8128","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12498/8128","pdf_url":null,"source":{"id":"https://openalex.org/S7407055354","display_name":"KTO Karatay University Institutional Archive","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://dx.doi.org/10.1109/TSP63128.2024.10605925","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2141014056","https://openalex.org/W2170505850","https://openalex.org/W2567514223","https://openalex.org/W2902443160","https://openalex.org/W3021810042","https://openalex.org/W3118295810","https://openalex.org/W3119513105","https://openalex.org/W3132879643","https://openalex.org/W3156333129","https://openalex.org/W3160604719","https://openalex.org/W3163378241","https://openalex.org/W3192849410","https://openalex.org/W3199646084","https://openalex.org/W3211971560","https://openalex.org/W4220967980","https://openalex.org/W4223954581","https://openalex.org/W4226418765","https://openalex.org/W4283779920","https://openalex.org/W4289525047","https://openalex.org/W4292825329","https://openalex.org/W4306149592","https://openalex.org/W4386029937","https://openalex.org/W4386099350","https://openalex.org/W4390913284","https://openalex.org/W6717262007"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1950334511","https://openalex.org/W3119551990","https://openalex.org/W2351264416","https://openalex.org/W3004133161","https://openalex.org/W2370494932","https://openalex.org/W2975517425","https://openalex.org/W2952626934","https://openalex.org/W2349976842"],"abstract_inverted_index":{"In":[0],"the":[1,24,44,59,70,82,85,112,115,129,136,149],"age":[2],"of":[3,111,114],"big":[4],"data,":[5],"prediction":[6,55],"is":[7,43],"crucial":[8],"to":[9,22,57,68,127],"making":[10],"accurate":[11],"assumptions":[12],"about":[13],"connected":[14],"data.":[15,75],"People":[16],"must":[17],"use":[18],"other":[19,29,53],"relevant":[20],"data":[21,26,30,48],"determine":[23],"proper":[25],"relationships":[27],"from":[28,73],"sources.":[31],"One":[32],"area":[33],"where":[34],"movies":[35],"may":[36],"be":[37],"predicted":[38],"and":[39,78,97,135,140],"categorized":[40],"using":[41,142],"subtitles":[42],"movie":[45,54,71],"genre.":[46],"Various":[47],"models":[49],"are":[50],"used":[51],"in":[52,124],"methods":[56],"address":[58],"issue.":[60],"This":[61,87],"study":[62],"uses":[63],"Deep":[64],"Learning":[65],"(DL)":[66],"techniques":[67],"infer":[69],"genre":[72],"subtitle":[74,91,102,116],"The":[76,118,145],"OpenSubtitle":[77],"IMDb":[79],"websites":[80],"provided":[81],"dataset":[83],"for":[84,93,148],"study.":[86],"collection":[88],"includes":[89],"XML-formatted":[90],"files":[92],"various":[94,143],"films,":[95],"series,":[96],"related":[98],"film":[99],"genres.":[100],"Each":[101],"was":[103,122,152],"turned":[104],"into":[105],"a":[106],"100,000-dimensional":[107],"vector":[108],"as":[109],"part":[110],"preprocessing":[113],"files.":[117],"5-fold":[119],"cross-validation":[120],"methodology":[121],"used,":[123],"this":[125],"study,":[126],"evaluate":[128],"DL-Long":[130],"Short-Term":[131],"Memory":[132],"(LSTM)":[133],"model,":[134],"results":[137],"were":[138],"quantified":[139],"presented":[141],"techniques.":[144],"accuracy":[146],"rating":[147],"proposed":[150],"model":[151],"93.97%.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}