{"id":"https://openalex.org/W2910796919","doi":"https://doi.org/10.1145/3291801.3291833","title":"Visual Analysis of Big Data Based on Movies Released in China","display_name":"Visual Analysis of Big Data Based on Movies Released in China","publication_year":2018,"publication_date":"2018-10-27","ids":{"openalex":"https://openalex.org/W2910796919","doi":"https://doi.org/10.1145/3291801.3291833","mag":"2910796919"},"language":"en","primary_location":{"id":"doi:10.1145/3291801.3291833","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3291801.3291833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Big Data Research","raw_type":"proceedings-article"},"type":"conference-paper","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/A5023840119","display_name":"Shaorong He","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Shaorong","raw_affiliation_strings":["Shanghai Engineering Research Center of Motion, Picture Special Effects, Shanghai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Engineering Research Center of Motion, Picture Special Effects, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100301468","display_name":"Zhifeng Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xie Zhifeng","raw_affiliation_strings":["Shanghai Engineering Research Center of Motion, Picture Special Effects, Shanghai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Engineering Research Center of Motion, Picture Special Effects, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019760481","display_name":"Jianbo Huang","orcid":"https://orcid.org/0000-0002-9250-3742"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huang Jianbo","raw_affiliation_strings":["Shanghai Engineering Research Center of Motion, Picture Special Effects, Shanghai University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Engineering Research Center of Motion, Picture Special Effects, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"80","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9901999831199646,"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":0.9901999831199646,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9726999998092651,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9516000151634216,"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/box-office","display_name":"Box office","score":0.9137628078460693},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.788493812084198},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.6619356870651245},{"id":"https://openalex.org/keywords/film-industry","display_name":"Film industry","score":0.6088178157806396},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5535364151000977},{"id":"https://openalex.org/keywords/market-research","display_name":"Market research","score":0.53792405128479},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.48577311635017395},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4719632863998413},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3425590991973877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32273274660110474},{"id":"https://openalex.org/keywords/movie-theater","display_name":"Movie theater","score":0.2783673405647278},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.26438695192337036},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2446993589401245},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23625457286834717},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.20846566557884216},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1786026656627655},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.166294664144516},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.16022202372550964},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.10803985595703125}],"concepts":[{"id":"https://openalex.org/C2992750335","wikidata":"https://www.wikidata.org/wiki/Q877435","display_name":"Box office","level":2,"score":0.9137628078460693},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.788493812084198},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.6619356870651245},{"id":"https://openalex.org/C54040653","wikidata":"https://www.wikidata.org/wiki/Q1415395","display_name":"Film industry","level":3,"score":0.6088178157806396},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5535364151000977},{"id":"https://openalex.org/C27564746","wikidata":"https://www.wikidata.org/wiki/Q913709","display_name":"Market research","level":2,"score":0.53792405128479},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.48577311635017395},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4719632863998413},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3425590991973877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32273274660110474},{"id":"https://openalex.org/C519580073","wikidata":"https://www.wikidata.org/wiki/Q41253","display_name":"Movie theater","level":2,"score":0.2783673405647278},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.26438695192337036},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2446993589401245},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23625457286834717},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.20846566557884216},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1786026656627655},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.166294664144516},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.16022202372550964},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10803985595703125},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3291801.3291833","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3291801.3291833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Big Data Research","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":11,"referenced_works":["https://openalex.org/W1550206324","https://openalex.org/W1832693441","https://openalex.org/W1984191816","https://openalex.org/W2007563945","https://openalex.org/W2026763987","https://openalex.org/W2040915035","https://openalex.org/W2157369645","https://openalex.org/W2163158067","https://openalex.org/W2219888463","https://openalex.org/W2265846598","https://openalex.org/W2402268235"],"related_works":["https://openalex.org/W2159861630","https://openalex.org/W2383902699","https://openalex.org/W4210316726","https://openalex.org/W1992035678","https://openalex.org/W2218974371","https://openalex.org/W238210075","https://openalex.org/W3194131924","https://openalex.org/W4213124416","https://openalex.org/W2809631137","https://openalex.org/W2154572825"],"abstract_inverted_index":{"China":[0,70,97,141],"film":[1,18,34,74],"market":[2,10,19,35,63,75],"has":[3],"become":[4,46],"the":[5,16,26,40,57,66,92,121,126,152,157,163,172,178,185,197,200,211],"second":[6],"largest":[7],"box":[8,61,104,202],"office":[9,62,203],"just":[11],"after":[12],"North":[13],"America":[14],"today,":[15],"Chinese":[17,33],"is":[20,36,135],"less":[21],"than":[22,129],"1/5":[23],"size":[24],"of":[25,59,69,174,187,199],"now,":[27,149],"in":[28,96,98,132,140,162,177],"10":[29],"years":[30,101],"ago.":[31],"The":[32],"growing":[37],"so":[38],"fast,":[39],"reasons":[41],"research":[42],"on":[43,65,86,125,196,214],"this":[44,51,215],"phenomenon":[45],"a":[47,145],"hot":[48],"spot.":[49],"In":[50],"article,":[52],"we":[53,118,155],"tried":[54],"to":[55,151],"find":[56],"rule":[58],"films":[60,176],"based":[64],"historical":[67],"data":[68,94,159],"released":[71,95,139,189],"film.":[72],"Gaining":[73],"rules":[76,161],"will":[77],"help":[78],"film-makers":[79],"understand":[80],"audience":[81],"preferences":[82],"and":[83,106,182],"make":[84],"decisions":[85],"future":[87],"movie":[88,122,204],"projects.":[89],"We":[90,169,191],"collected":[91,120],"movies":[93,138,158],"recent":[99],"15":[100],"which":[102,208],"contains":[103],"office,":[105],"basic":[107],"information":[108],"(such":[109],"as":[110],"release":[111],"date,":[112],"language,":[113,168],"type,":[114],"country,":[115],"etc.),":[116],"correspondingly,":[117],"also":[119,170],"audience's":[123],"com-ments":[124],"internet,":[127],"more":[128],"100000":[130],"comments":[131,198],"total,":[133],"There":[134],"no":[136],"public":[137],"set":[142],"provided":[143],"by":[144],"inde-pendent":[146],"agency":[147],"until":[148],"According":[150],"obtained":[153],"data,":[154],"analyzed":[156,183],"distribution":[160],"month,":[164],"year,":[165],"genre,":[166],"using":[167],"visualized":[171],"proportion":[173],"all":[175],"rating":[179],"(from":[180],"douban.com),":[181],"collectively":[184],"quality":[186],"domestic":[188],"films.":[190],"conducted":[192],"word":[193],"cloud":[194],"processing":[195],"highest":[201],"Wolf":[205],"warriors":[206],"2,":[207],"demonstrate":[209],"intuitively":[210],"public's":[212],"discussion":[213],"movie.":[216]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}