{"id":"https://openalex.org/W3111330253","doi":"https://doi.org/10.1109/icccs49678.2020.9276893","title":"Identifying movie genre compositions using neural networks and introducing GenRec-a recommender system based on audience genre perception","display_name":"Identifying movie genre compositions using neural networks and introducing GenRec-a recommender system based on audience genre perception","publication_year":2020,"publication_date":"2020-10-14","ids":{"openalex":"https://openalex.org/W3111330253","doi":"https://doi.org/10.1109/icccs49678.2020.9276893","mag":"3111330253"},"language":"en","primary_location":{"id":"doi:10.1109/icccs49678.2020.9276893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs49678.2020.9276893","pdf_url":null,"source":{"id":"https://openalex.org/S4306498618","display_name":"2020 5th International Conference on Computing, Communication and Security (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Computing, Communication and Security (ICCCS)","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/A5000613715","display_name":"Aditya Pal","orcid":"https://orcid.org/0000-0001-8079-0935"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditya Pal","raw_affiliation_strings":["Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India","institution_ids":["https://openalex.org/I115715567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062684638","display_name":"Barigidad Abhilash","orcid":null},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhilash Barigidad","raw_affiliation_strings":["Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India","institution_ids":["https://openalex.org/I115715567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045293768","display_name":"Abhijit Mustafi","orcid":"https://orcid.org/0000-0003-3454-0470"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhijit Mustafi","raw_affiliation_strings":["Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India","institution_ids":["https://openalex.org/I115715567"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I115715567"],"apc_list":null,"apc_paid":null,"fwci":3.6772,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92972973,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10758","display_name":"Cinema and Media Studies","score":0.9661999940872192,"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":0.9661999940872192,"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/T11309","display_name":"Music and Audio Processing","score":0.9659000039100647,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/film-genre","display_name":"Film genre","score":0.8216352462768555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799457311630249},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6565780639648438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5841585993766785},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5521364808082581},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4629455804824829},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45652830600738525},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4465640187263489},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4203549027442932},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.40755167603492737},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.367454469203949},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29452380537986755},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16277343034744263},{"id":"https://openalex.org/keywords/movie-theater","display_name":"Movie theater","score":0.13834601640701294},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.1341395080089569}],"concepts":[{"id":"https://openalex.org/C163999200","wikidata":"https://www.wikidata.org/wiki/Q201658","display_name":"Film genre","level":3,"score":0.8216352462768555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799457311630249},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6565780639648438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5841585993766785},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5521364808082581},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4629455804824829},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45652830600738525},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4465640187263489},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4203549027442932},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.40755167603492737},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.367454469203949},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29452380537986755},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16277343034744263},{"id":"https://openalex.org/C519580073","wikidata":"https://www.wikidata.org/wiki/Q41253","display_name":"Movie theater","level":2,"score":0.13834601640701294},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1341395080089569},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccs49678.2020.9276893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs49678.2020.9276893","pdf_url":null,"source":{"id":"https://openalex.org/S4306498618","display_name":"2020 5th International Conference on Computing, Communication and Security (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Computing, Communication and Security (ICCCS)","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":26,"referenced_works":["https://openalex.org/W1847088711","https://openalex.org/W1978394996","https://openalex.org/W1985082033","https://openalex.org/W2037351199","https://openalex.org/W2064675550","https://openalex.org/W2065240770","https://openalex.org/W2101234009","https://openalex.org/W2142972908","https://openalex.org/W2159094788","https://openalex.org/W2163406942","https://openalex.org/W2210543184","https://openalex.org/W2250539671","https://openalex.org/W2267447069","https://openalex.org/W2493543356","https://openalex.org/W2549104515","https://openalex.org/W2612202022","https://openalex.org/W2783827255","https://openalex.org/W2953384591","https://openalex.org/W2963535914","https://openalex.org/W4234971943","https://openalex.org/W4299992275","https://openalex.org/W6638824847","https://openalex.org/W6675354045","https://openalex.org/W6683353912","https://openalex.org/W6713134421","https://openalex.org/W6747774667"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W2744214927"],"abstract_inverted_index":{"Film":[0],"industries":[1],"all":[2],"around":[3],"the":[4,37,40,55,60,108,117,120,176,202,212,240],"world":[5],"continue":[6],"to":[7,69,113,144,151],"produce":[8],"thousands":[9,194],"of":[10,39,54,57,119,181,185,195,207,222,239],"movies":[11,196,208],"every":[12],"year.":[13],"Each":[14],"such":[15,31,134],"movie":[16,25,41,44,73,92,111,154,233],"is":[17],"generally":[18],"classified":[19],"into":[20,74,155],"2-5":[21],"genres":[22,58,114],"on":[23,36,80,143,201],"popular":[24,121],"websites":[26],"and":[27,47,86,138,141,169,171,183,235],"streaming":[28],"platforms.":[29],"However,":[30],"genre":[32,77,98,157,205,225],"classifications":[33],"are":[34],"based":[35,79],"nature":[38],"script":[42],"or":[43],"scenes":[45],"alone":[46],"do":[48],"not":[49],"usually":[50],"provide":[51],"a":[52,72,90,153],"measurement":[53],"percentage":[56],"in":[59,149],"movie.":[61],"In":[62,215],"this":[63],"work,":[64],"we":[65,105,188,217],"present":[66],"an":[67,179],"approach":[68],"break":[70],"down":[71],"its":[75,156],"respective":[76],"compositions":[78,206],"viewer":[81],"opinion":[82],"using":[83,95],"neural":[84,163,213],"networks":[85],"introduce":[87],"GenRec":[88],"-":[89,166],"content-based":[91],"recommender":[93,191],"system":[94,192,227],"these":[96],"opinion-based":[97],"metrics.":[99],"To":[100],"train":[101],"machine":[102],"learning":[103],"models,":[104],"have":[106,160],"created":[107],"world's":[109],"largest":[110],"reviews":[112],"dataset":[115,129],"with":[116,130,178,247],"help":[118],"Internet":[122],"Movie":[123],"Database":[124],"(IMDb).":[125],"We":[126,159],"analyze":[127],"our":[128,190,224,248],"ensemble":[131,145],"classification":[132],"algorithms":[133,200],"as":[135,209],"Nearest":[136],"Neighbors":[137],"Naive":[139],"Bayes":[140],"move":[142],"logistic":[146],"regression":[147],"models":[148,165],"order":[150],"breakdown":[152],"compositions.":[158],"also":[161,218],"trained":[162],"network":[164],"DNN,":[167],"CNN":[168],"RNN":[170],"found":[172],"that":[173,243],"DNN":[174],"outperforms":[175],"rest":[177],"R2-score":[180],"0.825":[182],"RMSE":[184],"0.060.":[186],"Finally,":[187],"designed":[189],"from":[193,211],"by":[197],"applying":[198],"similarity":[199],"audience":[203],"perceived":[204],"obtained":[210],"network.":[214],"addition,":[216],"discuss":[219],"use":[220],"cases":[221],"how":[223],"composition":[226],"can":[228],"be":[229,245],"used":[230],"for":[231],"analyzing":[232],"reception":[234],"talk":[236],"about":[237],"some":[238],"future":[241],"work":[242],"may":[244],"conducted":[246],"dataset.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}