{"id":"https://openalex.org/W4399220116","doi":"https://doi.org/10.22624/aims/v10n2p8","title":"StreamBoostE: A Hybrid Boosting-Collaborative Filter Scheme for Adaptive User-Item Recommender for Streaming Services","display_name":"StreamBoostE: A Hybrid Boosting-Collaborative Filter Scheme for Adaptive User-Item Recommender for Streaming Services","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399220116","doi":"https://doi.org/10.22624/aims/v10n2p8"},"language":"en","primary_location":{"id":"doi:10.22624/aims/v10n2p8","doi":"https://doi.org/10.22624/aims/v10n2p8","is_oa":true,"landing_page_url":"https://doi.org/10.22624/aims/v10n2p8","pdf_url":"https://doi.org/10.22624/aims/v10n2p8","source":{"id":"https://openalex.org/S4210231064","display_name":"Advances in Multidisciplinary & Scientific Research Journal Publication","issn_l":"2488-8699","issn":["2488-8699"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multidisciplinary &amp; Scientific Research Journal Publications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.22624/aims/v10n2p8","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098960545","display_name":"R Atuduhor","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405254558","display_name":"Southern Delta University, Ozoro","ror":"https://ror.org/01yteb360","country_code":"NG","type":"education","lineage":["https://openalex.org/I4405254558"]},{"id":"https://openalex.org/I891860020","display_name":"Federal University of Petroleum Resource Effurun","ror":"https://ror.org/04ndqkb04","country_code":"NG","type":"education","lineage":["https://openalex.org/I891860020"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Atuduhor, R.R.","raw_affiliation_strings":["Department of Computer Science , Delta State University of Science and Technology , Ozoro , Nigeria;","Department of Computer Science , Federal University of Petroleum Resources Effurun , Nigeria;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Delta State University of Science and Technology , Ozoro , Nigeria;","institution_ids":["https://openalex.org/I4405254558"]},{"raw_affiliation_string":"Department of Computer Science , Federal University of Petroleum Resources Effurun , Nigeria;","institution_ids":["https://openalex.org/I891860020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004070977","display_name":"Margaret Dumebi Okpor","orcid":"https://orcid.org/0000-0002-6063-8706","observed_orcids":["https://orcid.org/0000-0002-6063-8706"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Okpor, M.D","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013161560","display_name":"Rume Elizabeth Yoro","orcid":"https://orcid.org/0000-0001-9710-6909","observed_orcids":["https://orcid.org/0000-0001-9710-6909"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"3Yoro, R.E.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092416814","display_name":"Christopher Chukwufunaya Odiakaose","orcid":"https://orcid.org/0000-0003-1257-2885","observed_orcids":["https://orcid.org/0000-0003-1257-2885"]},"institutions":[{"id":"https://openalex.org/I4392738088","display_name":"Dennis Osadebay University","ror":"https://ror.org/03byxpy70","country_code":"NG","type":"education","lineage":["https://openalex.org/I4392738088"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Odiakaose, C.C","raw_affiliation_strings":["Department of Computer Science , Dennis Osadebay University Anwai-Asaba , Nigeria;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science , Dennis Osadebay University Anwai-Asaba , Nigeria;","institution_ids":["https://openalex.org/I4392738088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092416815","display_name":"Frances Uche Emordi","orcid":"https://orcid.org/0000-0002-9354-8598","observed_orcids":["https://orcid.org/0000-0002-9354-8598"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emordi, F.U.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049676192","display_name":"Arnold Adimabua Ojugo","orcid":"https://orcid.org/0000-0003-4150-5163","observed_orcids":["https://orcid.org/0000-0003-4150-5163"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ojugo, A.A","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093051614","display_name":"Rita Erhovwo Ako","orcid":"https://orcid.org/0009-0004-0987-1088","observed_orcids":["https://orcid.org/0009-0004-0987-1088"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ako, R.E.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016078674","display_name":"Victor Ochuko Geteloma","orcid":"https://orcid.org/0009-0008-4079-3566","observed_orcids":["https://orcid.org/0009-0008-4079-3566"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geteloma, V.O","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061446933","display_name":"Patrick Ogholuwarami Ejeh","orcid":"https://orcid.org/0009-0009-8603-9101","observed_orcids":["https://orcid.org/0009-0009-8603-9101"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ejeh, P.O.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020053602","display_name":"Reuben Akporube Abere","orcid":"https://orcid.org/0009-0001-7238-7967","observed_orcids":["https://orcid.org/0009-0001-7238-7967"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abere, R.A","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098730929","display_name":"Ayo Michael Ifioko","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ifioko, A.M","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5098730928","display_name":"S.E Brizimor","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brizimor, S.E","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.4077,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95766076,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"10","issue":"2","first_page":"89","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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"}},{"id":"https://openalex.org/T13810","display_name":"Legal Systems and Institutions","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.0,"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/movie-recommendation","display_name":"movie recommendation","score":0.8690000176429749},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"collaborative filtering","score":0.7979999780654907},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"gradient boosting","score":0.6700000166893005},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.847000002861023},{"id":"https://openalex.org/keywords/cosine-similarity","display_name":"cosine similarity","score":0.8840000033378601},{"id":"https://openalex.org/keywords/feature-embedding","display_name":"feature embedding","score":0.9729999899864197},{"id":"https://openalex.org/keywords/streaming-services","display_name":"streaming services","score":0.8080000281333923},{"id":"https://openalex.org/keywords/movie-genre-classification","display_name":"film genre classification","score":0.7559999823570251},{"id":"https://openalex.org/keywords/hybrid-recommendation","display_name":"hybrid recommendation","score":0.625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8049329519271851},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.730989933013916},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7230717539787292},{"id":"https://openalex.org/C2780762811","wikidata":"https://www.wikidata.org/wiki/Q1784941","display_name":"Cosine similarity","level":3,"score":0.60736483335495},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5091149210929871},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4901617467403412},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.47558677196502686},{"id":"https://openalex.org/C196126337","wikidata":"https://www.wikidata.org/wiki/Q821080","display_name":"Mashup","level":4,"score":0.4462491273880005},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.442179411649704},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41177666187286377},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.397309809923172},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3885124623775482},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.363256573677063},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30956077575683594},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.23368841409683228},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.12182033061981201},{"id":"https://openalex.org/C182321512","wikidata":"https://www.wikidata.org/wiki/Q1153289","display_name":"Web standards","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22624/aims/v10n2p8","doi":"https://doi.org/10.22624/aims/v10n2p8","is_oa":true,"landing_page_url":"https://doi.org/10.22624/aims/v10n2p8","pdf_url":"https://doi.org/10.22624/aims/v10n2p8","source":{"id":"https://openalex.org/S4210231064","display_name":"Advances in Multidisciplinary & Scientific Research Journal Publication","issn_l":"2488-8699","issn":["2488-8699"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multidisciplinary &amp; Scientific Research Journal Publications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22624/aims/v10n2p8","doi":"https://doi.org/10.22624/aims/v10n2p8","is_oa":true,"landing_page_url":"https://doi.org/10.22624/aims/v10n2p8","pdf_url":"https://doi.org/10.22624/aims/v10n2p8","source":{"id":"https://openalex.org/S4210231064","display_name":"Advances in Multidisciplinary & Scientific Research Journal Publication","issn_l":"2488-8699","issn":["2488-8699"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Multidisciplinary &amp; Scientific Research Journal Publications","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399220116.pdf","grobid_xml":"https://content.openalex.org/works/W4399220116.grobid-xml"},"referenced_works_count":117,"referenced_works":["https://openalex.org/W21436721","https://openalex.org/W435157458","https://openalex.org/W1246283948","https://openalex.org/W1520301008","https://openalex.org/W1648652538","https://openalex.org/W1900740305","https://openalex.org/W1976361793","https://openalex.org/W2040376969","https://openalex.org/W2098012804","https://openalex.org/W2110787372","https://openalex.org/W2112695465","https://openalex.org/W2121862131","https://openalex.org/W2136520147","https://openalex.org/W2152285885","https://openalex.org/W2178749857","https://openalex.org/W2277306262","https://openalex.org/W2294143815","https://openalex.org/W2323417958","https://openalex.org/W2622594796","https://openalex.org/W2624264297","https://openalex.org/W2646738377","https://openalex.org/W2690411413","https://openalex.org/W2726539084","https://openalex.org/W2762050160","https://openalex.org/W2766783718","https://openalex.org/W2788492249","https://openalex.org/W2790068398","https://openalex.org/W2790461029","https://openalex.org/W2803577513","https://openalex.org/W2809743920","https://openalex.org/W2892731260","https://openalex.org/W2896008661","https://openalex.org/W2899616238","https://openalex.org/W2900258374","https://openalex.org/W2901054819","https://openalex.org/W2916295401","https://openalex.org/W2920860947","https://openalex.org/W2945650984","https://openalex.org/W2946712695","https://openalex.org/W2952669582","https://openalex.org/W2954351090","https://openalex.org/W2958314263","https://openalex.org/W2964205875","https://openalex.org/W2965728734","https://openalex.org/W2980111207","https://openalex.org/W2990987115","https://openalex.org/W2991030707","https://openalex.org/W2991250758","https://openalex.org/W3007179303","https://openalex.org/W3007962584","https://openalex.org/W3011178959","https://openalex.org/W3015591274","https://openalex.org/W3029317597","https://openalex.org/W3029838451","https://openalex.org/W3033178227","https://openalex.org/W3034351978","https://openalex.org/W3034464816","https://openalex.org/W3035029182","https://openalex.org/W3040127368","https://openalex.org/W3046888520","https://openalex.org/W3081867344","https://openalex.org/W3093674982","https://openalex.org/W3094896543","https://openalex.org/W3096691740","https://openalex.org/W3103298250","https://openalex.org/W3108514068","https://openalex.org/W3123305615","https://openalex.org/W3130488872","https://openalex.org/W3130625521","https://openalex.org/W3132082622","https://openalex.org/W3135066132","https://openalex.org/W3148019118","https://openalex.org/W3155304437","https://openalex.org/W3163756696","https://openalex.org/W3169369839","https://openalex.org/W3184741604","https://openalex.org/W3193171431","https://openalex.org/W3194207361","https://openalex.org/W3196609597","https://openalex.org/W3213963908","https://openalex.org/W3217659298","https://openalex.org/W4200465265","https://openalex.org/W4213014616","https://openalex.org/W4214489515","https://openalex.org/W4220878538","https://openalex.org/W4220991594","https://openalex.org/W4225529305","https://openalex.org/W4253958661","https://openalex.org/W4283785793","https://openalex.org/W4285181165","https://openalex.org/W4294762413","https://openalex.org/W4317951869","https://openalex.org/W4366089616","https://openalex.org/W4366262714","https://openalex.org/W4378420276","https://openalex.org/W4380089189","https://openalex.org/W4383162862","https://openalex.org/W4383426460","https://openalex.org/W4384821139","https://openalex.org/W4386389449","https://openalex.org/W4387578394","https://openalex.org/W4387850403","https://openalex.org/W4389108587","https://openalex.org/W4389461565","https://openalex.org/W4389617889","https://openalex.org/W4390227416","https://openalex.org/W4390476218","https://openalex.org/W4390916422","https://openalex.org/W4392001016","https://openalex.org/W4392465472","https://openalex.org/W4393196039","https://openalex.org/W4393441006","https://openalex.org/W4396838511","https://openalex.org/W4398167227","https://openalex.org/W4398188037","https://openalex.org/W4400298876","https://openalex.org/W4400776583"],"related_works":["https://openalex.org/W4414547305","https://openalex.org/W3048791276","https://openalex.org/W4404281590","https://openalex.org/W2949702595","https://openalex.org/W6949652158","https://openalex.org/W3167191941","https://openalex.org/W4411726248","https://openalex.org/W4319994357","https://openalex.org/W7126231219","https://openalex.org/W4407303620"],"abstract_inverted_index":{"With":[0],"home":[1],"entertainment,":[2],"selecting":[3],"the":[4,40,57,76,100,124,160],"perfect":[5],"movie":[6,25,95,125],"is":[7,118],"a":[8,24,92,103,145,171],"pervasive":[9],"challenge,":[10],"amplified":[11],"by":[12,151],"many":[13],"streaming":[14],"platforms":[15],"like":[16],"Netflix":[17],"and":[18,42,54,65,85,133,233],"Amazon":[19],"Prime.":[20],"This":[21],"study":[22],"advances":[23],"recommender":[26,104],"system":[27,77],"with":[28,69,91,109,144,159,166],"collaborative":[29,67,162],"filtering":[30,68,163],"approach":[31,169],"as":[32,87,170],"implemented":[33],"in":[34,119,138,231],"Python":[35],"titled":[36],"StreamBoostE.":[37],"We":[38],"used":[39],"user-based":[41],"item-based":[43,66],"similarity":[44,71],"schemes":[45],"on":[46,94],"feature":[47,74,167,182],"embedding":[48,168],"to":[49,72,122],"aid":[50],"faster":[51],"model":[52],"construction":[53],"training":[55],"for":[56,135,223,227],"tree-based":[58],"gradient":[59],"boosting":[60],"ensemble.":[61],"Employing":[62],"both":[63],"user-":[64],"cosine":[70],"ease":[73],"embedding,":[75],"assesses":[78],"movies":[79,150],"inter-relations":[80],"via":[81],"personalized":[82],"user":[83,89],"interest":[84],"preferences":[86],"submitted":[88],"titles":[90],"focus":[93],"genre":[96,152],"classification.":[97],"Results":[98],"shows":[99],"ensemble":[101,156],"yields":[102],"prediction":[105],"accuracy":[106],"of":[107,111,116,147],"0.9984":[108],"F1":[110],"0.996.":[112],"The":[113,154],"major":[114],"contribution":[115],"StreamBoostE":[117],"its":[120],"capability":[121],"expedite":[123],"selection":[126],"process":[127],"when":[128],"integrated":[129],"using":[130],"flask":[131],"API":[132],"streamlit":[134],"cross-channel":[136],"integration":[137],"web-based":[139],"platforms.":[140],"It":[141],"presents":[142],"users":[143],"list":[146],"top-10":[148],"recommended":[149],"similarity.":[153],"XGBoost":[155],"performed":[157],"best":[158],"user-/item-based":[161],"scheme":[164],"fused":[165],"sampling":[172],"method.":[173],"Keywords:":[174],"Random":[175],"Forest,":[176],"SMOTE,":[177],"credit":[178],"card":[179],"fraud":[180],"detection,":[181],"selection,":[183],"imbalanced":[184],"dataset":[185],"Aims":[186],"Research":[187,235],"Journal":[188,236],"Reference":[189],"Format:":[190],"Atuduhor,":[191],"R.R.,":[192],"Okpor,":[193],"M.D.,":[194],"Yoro,":[195],"R.E.,":[196,204],"Odiakaose,":[197],"C.C.,":[198],"Emordi,":[199],"F.U.,":[200],"Ojugo,":[201],"A.A.,":[202],"Ako,":[203],"Geteloma,":[205],"V.O.,":[206],"Ejeh,":[207],"P.O.,":[208],"Abere,":[209],"R.A.,":[210],"Ifioko,":[211],"A.M.,":[212],"&":[213],"Brizimor,":[214],"S.E.":[215],"(2024):":[216],"StreamBoostE:":[217],"A":[218],"Hybrid":[219],"Boosting-Collaborative":[220],"Filter":[221],"Scheme":[222],"Adaptive":[224],"User-Item":[225],"Recommender":[226],"Streaming":[228],"Services.":[229],"Advances":[230],"Multidisciplinary":[232],"Scientific":[234],"Vol.":[237],"10.":[238],"No.":[239],"2.":[240],"Pp":[241],"89-106.":[242],"www.isteams.net/aimsjournal.":[243],"dx.doi.org/10.22624/AIMS/V10N2P8":[244]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-06-01T00:00:00"}
