{"id":"https://openalex.org/W2998054304","doi":"https://doi.org/10.1007/s11042-019-08546-5","title":"Popularity prediction of movies: from statistical modeling to machine learning techniques","display_name":"Popularity prediction of movies: from statistical modeling to machine learning techniques","publication_year":2020,"publication_date":"2020-01-06","ids":{"openalex":"https://openalex.org/W2998054304","doi":"https://doi.org/10.1007/s11042-019-08546-5","mag":"2998054304"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-019-08546-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-019-08546-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5001218633","display_name":"Syed Muhammad Raza Abidi","orcid":"https://orcid.org/0000-0001-8808-0882"},"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"]},{"id":"https://openalex.org/I4210144930","display_name":"Baoshan College","ror":"https://ror.org/04t69c375","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Syed Muhammad Raza Abidi","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China"],"raw_orcid":"https://orcid.org/0000-0001-8808-0882","affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China","institution_ids":["https://openalex.org/I4210144930","https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055886595","display_name":"Yonglin Xu","orcid":"https://orcid.org/0000-0002-7716-0841"},"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"]},{"id":"https://openalex.org/I4210144930","display_name":"Baoshan College","ror":"https://ror.org/04t69c375","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonglin Xu","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China","institution_ids":["https://openalex.org/I4210144930","https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040915400","display_name":"Jianyue Ni","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"]},{"id":"https://openalex.org/I4210144930","display_name":"Baoshan College","ror":"https://ror.org/04t69c375","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyue Ni","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China","institution_ids":["https://openalex.org/I4210144930","https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010481978","display_name":"Xiangmeng Wang","orcid":"https://orcid.org/0000-0003-3643-3353"},"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"]},{"id":"https://openalex.org/I4210144930","display_name":"Baoshan College","ror":"https://ror.org/04t69c375","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangmeng Wang","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China","institution_ids":["https://openalex.org/I4210144930","https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100998314","display_name":"Zhang Wu","orcid":"https://orcid.org/0009-0002-3267-4811"},"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"]},{"id":"https://openalex.org/I4210144930","display_name":"Baoshan College","ror":"https://ror.org/04t69c375","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wu Zhang","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China","Shanghai Institute of Applied Mathematics and Mechanics, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China","institution_ids":["https://openalex.org/I4210144930","https://openalex.org/I113940042"]},{"raw_affiliation_string":"Shanghai Institute of Applied Mathematics and Mechanics, Shanghai University, No. 99, Shangda Road, Baoshan Campus, Baoshan District, Shanghai, 200444, China","institution_ids":["https://openalex.org/I4210144930","https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001218633","https://openalex.org/A5100998314"],"corresponding_institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210144930"],"apc_list":null,"apc_paid":null,"fwci":8.2506,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.97556981,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"79","issue":"47-48","first_page":"35583","last_page":"35617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10758","display_name":"Cinema and Media Studies","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10758","display_name":"Cinema and Media Studies","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9606999754905701,"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/T11674","display_name":"Sports Analytics and Performance","score":0.9435999989509583,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.8321395516395569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7942905426025391},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7108423709869385},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6925510168075562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6880655288696289},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6742448806762695},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.660180926322937},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5140784978866577},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4464084506034851},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.44582852721214294},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.41625291109085083},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41004738211631775},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24346289038658142},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24259287118911743},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11506816744804382}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8321395516395569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7942905426025391},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7108423709869385},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6925510168075562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6880655288696289},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6742448806762695},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.660180926322937},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5140784978866577},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4464084506034851},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.44582852721214294},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.41625291109085083},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41004738211631775},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24346289038658142},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24259287118911743},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11506816744804382},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-019-08546-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-019-08546-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2806943534","display_name":null,"funder_award_id":"91630206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W11903882","https://openalex.org/W1515963492","https://openalex.org/W1554944419","https://openalex.org/W1559179279","https://openalex.org/W1603629371","https://openalex.org/W1673941785","https://openalex.org/W1977233984","https://openalex.org/W1979006554","https://openalex.org/W1983319117","https://openalex.org/W1987796481","https://openalex.org/W1990697425","https://openalex.org/W1993302073","https://openalex.org/W1993734118","https://openalex.org/W1996283866","https://openalex.org/W2008659066","https://openalex.org/W2009435503","https://openalex.org/W2012967345","https://openalex.org/W2015186536","https://openalex.org/W2020615055","https://openalex.org/W2025789483","https://openalex.org/W2046993599","https://openalex.org/W2075294480","https://openalex.org/W2076063813","https://openalex.org/W2078469317","https://openalex.org/W2092152913","https://openalex.org/W2097129520","https://openalex.org/W2102539288","https://openalex.org/W2115057505","https://openalex.org/W2126581536","https://openalex.org/W2140190241","https://openalex.org/W2143144711","https://openalex.org/W2145490166","https://openalex.org/W2147069236","https://openalex.org/W2158515176","https://openalex.org/W2159346038","https://openalex.org/W2168676170","https://openalex.org/W2508310970","https://openalex.org/W2551441037","https://openalex.org/W2552943825","https://openalex.org/W2744211163","https://openalex.org/W2787191226","https://openalex.org/W2791021147","https://openalex.org/W2791646565","https://openalex.org/W2794190393","https://openalex.org/W2805888857","https://openalex.org/W2889427264","https://openalex.org/W2904146168","https://openalex.org/W2911964244","https://openalex.org/W2919302408","https://openalex.org/W2962852784","https://openalex.org/W2991789205","https://openalex.org/W3089297601","https://openalex.org/W3149018433","https://openalex.org/W4298304654","https://openalex.org/W6817770931"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2368049389","https://openalex.org/W2170801710","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4388550696","https://openalex.org/W4313289487","https://openalex.org/W4321636153"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
