{"id":"https://openalex.org/W3007101156","doi":"https://doi.org/10.1145/3366030.3366100","title":"Film Genre Prediction Based on Film Content and Screenplay Structure","display_name":"Film Genre Prediction Based on Film Content and Screenplay Structure","publication_year":2019,"publication_date":"2019-12-02","ids":{"openalex":"https://openalex.org/W3007101156","doi":"https://doi.org/10.1145/3366030.3366100","mag":"3007101156"},"language":"en","primary_location":{"id":"doi:10.1145/3366030.3366100","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366030.3366100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Information Integration and Web-based Applications &amp; Services","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/A5100993320","display_name":"Yusuke Nakano","orcid":null},"institutions":[{"id":"https://openalex.org/I1298590031","display_name":"Shizuoka University","ror":"https://ror.org/01w6wtk13","country_code":"JP","type":"education","lineage":["https://openalex.org/I1298590031"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yusuke Nakano","raw_affiliation_strings":["Shizuoka University, Hamamamtu, Shizuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Shizuoka University, Hamamamtu, Shizuoka, Japan","institution_ids":["https://openalex.org/I1298590031"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024408306","display_name":"Hiroaki Ohshima","orcid":"https://orcid.org/0000-0002-9492-2246"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki Ohshima","raw_affiliation_strings":["University of Hyogo, Kobe, Hyogo, Japan"],"affiliations":[{"raw_affiliation_string":"University of Hyogo, Kobe, Hyogo, Japan","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053069251","display_name":"Yusuke Yamamoto","orcid":"https://orcid.org/0000-0001-9829-6521"},"institutions":[{"id":"https://openalex.org/I1298590031","display_name":"Shizuoka University","ror":"https://ror.org/01w6wtk13","country_code":"JP","type":"education","lineage":["https://openalex.org/I1298590031"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Yamamoto","raw_affiliation_strings":["Shizuoka University, Hamamamtu, Shizuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Shizuoka University, Hamamamtu, Shizuoka, Japan","institution_ids":["https://openalex.org/I1298590031"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100993320"],"corresponding_institution_ids":["https://openalex.org/I1298590031"],"apc_list":null,"apc_paid":null,"fwci":0.2024,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56731199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9979000091552734,"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":0.9979000091552734,"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"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.7346400022506714},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.6629119515419006},{"id":"https://openalex.org/keywords/film-genre","display_name":"Film genre","score":0.6192457675933838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.422556072473526},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3944961428642273},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37121832370758057},{"id":"https://openalex.org/keywords/movie-theater","display_name":"Movie theater","score":0.15363618731498718},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.14816871285438538},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.1426444947719574},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11195439100265503}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7346400022506714},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.6629119515419006},{"id":"https://openalex.org/C163999200","wikidata":"https://www.wikidata.org/wiki/Q201658","display_name":"Film genre","level":3,"score":0.6192457675933838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.422556072473526},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3944961428642273},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37121832370758057},{"id":"https://openalex.org/C519580073","wikidata":"https://www.wikidata.org/wiki/Q41253","display_name":"Movie theater","level":2,"score":0.15363618731498718},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.14816871285438538},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.1426444947719574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11195439100265503},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3366030.3366100","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366030.3366100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Information Integration and Web-based Applications &amp; Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1495638785","https://openalex.org/W2087347434","https://openalex.org/W2141175775","https://openalex.org/W2765940104","https://openalex.org/W2800106282"],"related_works":["https://openalex.org/W4250539519","https://openalex.org/W4294018197","https://openalex.org/W4233433299","https://openalex.org/W2379384513","https://openalex.org/W2213288308","https://openalex.org/W2884856691","https://openalex.org/W4244821991","https://openalex.org/W2125732910","https://openalex.org/W2909905999","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0,62],"this":[1],"study,":[2],"we":[3,68],"propose":[4],"a":[5],"method":[6,16,92],"to":[7,54,58],"classify":[8],"genre-based":[9],"films":[10,18,27,36,97],"using":[11,43],"film":[12,23,41,60,63],"screenplays.":[13],"The":[14],"proposed":[15,91],"vectorizes":[17],"into":[19],"two":[20],"aspects,":[21],"i.e.,":[22],"content":[24],"(i.e.,":[25,33],"what":[26],"tell":[28],"viewers)":[29],"and":[30,39,57,80],"screenplay":[31,55,75],"structure":[32,56],"how":[34],"the":[35,44,51,70,73,86,90],"narrate":[37],"stories),":[38],"classifies":[40],"genres":[42],"support":[45],"vector":[46],"machine":[47],"method.":[48],"We":[49],"applied":[50],"Doc2Vec":[52],"algorithm":[53],"handle":[59],"content.":[61],"production,":[64],"for":[65,95],"vectorizing":[66],"films,":[67],"used":[69],"statistics":[71],"of":[72,98],"four":[74],"elements:":[76],"scene,":[77],"action,":[78],"dialogue,":[79],"transition.":[81],"Compared":[82],"with":[83],"baseline":[84],"methods,":[85],"evaluation":[87],"showed":[88],"that":[89],"is":[93],"better":[94],"classifying":[96],"specific":[99],"genres.":[100]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
