{"id":"https://openalex.org/W3092659678","doi":"https://doi.org/10.1108/dta-10-2019-0180","title":"Sequel movie revenue prediction model based on sentiment analysis","display_name":"Sequel movie revenue prediction model based on sentiment analysis","publication_year":2020,"publication_date":"2020-10-08","ids":{"openalex":"https://openalex.org/W3092659678","doi":"https://doi.org/10.1108/dta-10-2019-0180","mag":"3092659678"},"language":"en","primary_location":{"id":"doi:10.1108/dta-10-2019-0180","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-10-2019-0180","pdf_url":null,"source":{"id":"https://openalex.org/S4210171756","display_name":"Data Technologies and Applications","issn_l":"2514-9288","issn":["2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies 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/A5023958796","display_name":"Ibrahim Said Ahmad","orcid":"https://orcid.org/0000-0001-9514-1807"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Ibrahim Said Ahmad","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042883130","display_name":"Azuraliza Abu Bakar","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Azuraliza Abu Bakar","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035181407","display_name":"Mohd Ridzwan Yaakub","orcid":"https://orcid.org/0000-0001-6290-8346"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Ridzwan Yaakub","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058386270","display_name":"Mohammad Darwich","orcid":"https://orcid.org/0000-0002-7157-2589"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammad Darwich","raw_affiliation_strings":["Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023958796"],"corresponding_institution_ids":["https://openalex.org/I885383172"],"apc_list":null,"apc_paid":null,"fwci":1.9058,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9108876,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"54","issue":"5","first_page":"665","last_page":"683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10758","display_name":"Cinema and Media Studies","score":0.996399998664856,"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":0.996399998664856,"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/T12335","display_name":"Sexuality, Behavior, and Technology","score":0.9535999894142151,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9462000131607056,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.7889437079429626},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5833324790000916},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.5627771019935608},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5231426954269409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5147019028663635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4895504415035248},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.48273345828056335},{"id":"https://openalex.org/keywords/box-office","display_name":"Box office","score":0.45408371090888977},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4392467141151428},{"id":"https://openalex.org/keywords/film-industry","display_name":"Film industry","score":0.43165135383605957},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.42290934920310974},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4169037640094757},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40975213050842285},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.37714093923568726},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.24867954850196838},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.2308015525341034},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19505223631858826},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1202462911605835},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.09870436787605286},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09851652383804321}],"concepts":[{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.7889437079429626},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5833324790000916},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.5627771019935608},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5231426954269409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5147019028663635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4895504415035248},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.48273345828056335},{"id":"https://openalex.org/C2992750335","wikidata":"https://www.wikidata.org/wiki/Q877435","display_name":"Box office","level":2,"score":0.45408371090888977},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4392467141151428},{"id":"https://openalex.org/C54040653","wikidata":"https://www.wikidata.org/wiki/Q1415395","display_name":"Film industry","level":3,"score":0.43165135383605957},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.42290934920310974},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4169037640094757},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40975213050842285},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.37714093923568726},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.24867954850196838},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.2308015525341034},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19505223631858826},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1202462911605835},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.09870436787605286},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09851652383804321},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0},{"id":"https://openalex.org/C519580073","wikidata":"https://www.wikidata.org/wiki/Q41253","display_name":"Movie theater","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/dta-10-2019-0180","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-10-2019-0180","pdf_url":null,"source":{"id":"https://openalex.org/S4210171756","display_name":"Data Technologies and Applications","issn_l":"2514-9288","issn":["2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1511044732","https://openalex.org/W1915630765","https://openalex.org/W1964888768","https://openalex.org/W1977185509","https://openalex.org/W1993350065","https://openalex.org/W2015186536","https://openalex.org/W2020615055","https://openalex.org/W2024101422","https://openalex.org/W2031683233","https://openalex.org/W2035064075","https://openalex.org/W2042860192","https://openalex.org/W2059724699","https://openalex.org/W2092152913","https://openalex.org/W2096863518","https://openalex.org/W2115023510","https://openalex.org/W2133470535","https://openalex.org/W2148506018","https://openalex.org/W2156566828","https://openalex.org/W2166597282","https://openalex.org/W2168227955","https://openalex.org/W2210833864","https://openalex.org/W2306941105","https://openalex.org/W2395769364","https://openalex.org/W2480273168","https://openalex.org/W2499846260","https://openalex.org/W2584429674","https://openalex.org/W2587163726","https://openalex.org/W2598013184","https://openalex.org/W2765369538","https://openalex.org/W2774008574","https://openalex.org/W2780441489","https://openalex.org/W2803881923","https://openalex.org/W2911752708","https://openalex.org/W2912723748","https://openalex.org/W2920630733","https://openalex.org/W2946545382","https://openalex.org/W2951278869","https://openalex.org/W2952833877","https://openalex.org/W2972830289","https://openalex.org/W2972897417","https://openalex.org/W3005880472","https://openalex.org/W3014715459","https://openalex.org/W3028654404","https://openalex.org/W3043554691","https://openalex.org/W3080601402"],"related_works":["https://openalex.org/W4205958290","https://openalex.org/W3194539120","https://openalex.org/W2937631562","https://openalex.org/W3136979370","https://openalex.org/W2979979539","https://openalex.org/W2766608955","https://openalex.org/W2787191226","https://openalex.org/W2952949598","https://openalex.org/W3092659678","https://openalex.org/W4304787439"],"abstract_inverted_index":{"Purpose":[0],"Sequel":[1],"movies":[2,75,111,176],"are":[3,8,71,91],"very":[4],"popular;":[5],"however,":[6],"there":[7],"limited":[9],"studies":[10,169],"on":[11],"sequel":[12,30,44,50,74,110,123,138,175,191],"movie":[13,31,54,149,156,165,178,192],"revenue":[14,32,45,80,119,179,193],"prediction.":[15,180],"The":[16,85,104,142],"purpose":[17],"of":[18,51,81,120,162],"this":[19],"paper":[20],"is":[21],"to":[22,35,76,115,148,174],"propose":[23,36,63],"a":[24,37,52,64,113,121,164,182],"sentiment":[25],"analysis":[26],"based":[27],"model":[28,143],"for":[29,42],"prediction":[33,46,90,126,194],"and":[34,98,151],"missing":[38,184],"value":[39,185],"imputation":[40,186],"method":[41,187],"the":[43,78,89,117,155,160],"dataset.":[47],"Design/methodology/approach":[48],"A":[49],"successful":[53],"will":[55,145],"most":[56],"likely":[57],"also":[58,133],"be":[59,146],"successful.":[60],"Therefore,":[61],"we":[62],"supervised":[65],"learning":[66],"approach":[67],"in":[68,88,112,154,158,177],"which":[69,131],"data":[70],"created":[72],"from":[73],"predict":[77,116],"box-office":[79,118],"an":[82],"upcoming":[83],"sequel.":[84,166],"algorithms":[86],"used":[87],"multiple":[92],"linear":[93],"regression,":[94],"support":[95],"vector":[96],"machine":[97],"multilayer":[99],"perceptron":[100],"neural":[101],"network.":[102],"Findings":[103],"results":[105],"show":[106],"that":[107],"using":[108,128,136],"four":[109],"franchise":[114],"fifth":[122],"achieved":[124],"better":[125,134],"than":[127,135],"three":[129],"sequels,":[130],"was":[132,188,196],"two":[137],"movies.":[139],"Research":[140],"limitations/implications":[141],"produced":[144],"beneficial":[147],"producers":[150],"other":[152],"stakeholders":[153],"industry":[157],"deciding":[159],"viability":[161],"producing":[163],"Originality/value":[167],"Previous":[168],"do":[170],"not":[171],"give":[172],"priority":[173],"Additionally,":[181],"new":[183],"introduced.":[189],"Finally,":[190],"dataset":[195],"prepared.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}