{"id":"https://openalex.org/W2964493146","doi":"https://doi.org/10.1145/3335783.3335809","title":"Deep Stacked Ensemble Recommender","display_name":"Deep Stacked Ensemble Recommender","publication_year":2019,"publication_date":"2019-07-23","ids":{"openalex":"https://openalex.org/W2964493146","doi":"https://doi.org/10.1145/3335783.3335809","mag":"2964493146"},"language":"en","primary_location":{"id":"doi:10.1145/3335783.3335809","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3335783.3335809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st International Conference on Scientific and Statistical Database Management","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/A5008907924","display_name":"Rasaq Otunba","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rasaq Otunba","raw_affiliation_strings":["Inf. Sci. &amp; Tech. Dept., George Mason University, Fairfax, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"Inf. Sci. &amp; Tech. Dept., George Mason University, Fairfax, Virginia, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003335594","display_name":"Raimi Ayinde Rufai","orcid":"https://orcid.org/0000-0002-7000-191X"},"institutions":[{"id":"https://openalex.org/I4210117871","display_name":"Systems, Applications & Products in Data Processing (Canada)","ror":"https://ror.org/025jhd967","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210117871","https://openalex.org/I4210132444"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Raimi A. Rufai","raw_affiliation_strings":["Hybris Marketing, SAP Labs, Inc., Montreal, Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"Hybris Marketing, SAP Labs, Inc., Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I4210117871"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101558875","display_name":"Jessica Lin","orcid":"https://orcid.org/0000-0002-4887-0692"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Lin","raw_affiliation_strings":["Computer Science Dept., George Mason University, Fairfax, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., George Mason University, Fairfax, Virginia, USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008907924"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":null,"apc_paid":null,"fwci":1.0174,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82862456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"197","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9817000031471252,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9805999994277954,"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/recommender-system","display_name":"Recommender system","score":0.9046697616577148},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8348397016525269},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.7419067025184631},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7091708183288574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5561286211013794},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.530444324016571},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4848548173904419},{"id":"https://openalex.org/keywords/stack","display_name":"Stack (abstract data type)","score":0.4683980941772461},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44750720262527466},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34353357553482056}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9046697616577148},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8348397016525269},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7419067025184631},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7091708183288574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5561286211013794},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.530444324016571},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4848548173904419},{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.4683980941772461},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44750720262527466},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34353357553482056},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3335783.3335809","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3335783.3335809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st International Conference on Scientific and Statistical Database Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W34363913","https://openalex.org/W1522301498","https://openalex.org/W1930624869","https://openalex.org/W1969363575","https://openalex.org/W2054141820","https://openalex.org/W2070493638","https://openalex.org/W2095705004","https://openalex.org/W2095739675","https://openalex.org/W2101409192","https://openalex.org/W2137028279","https://openalex.org/W2140310134","https://openalex.org/W2158139921","https://openalex.org/W2253995343","https://openalex.org/W2409498980","https://openalex.org/W2534614934","https://openalex.org/W2605350416","https://openalex.org/W2748276617","https://openalex.org/W2888471892","https://openalex.org/W2912500072","https://openalex.org/W6631190155","https://openalex.org/W6837117956"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W4220714703","https://openalex.org/W2098758514","https://openalex.org/W2735929803","https://openalex.org/W3008845055","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622"],"abstract_inverted_index":{"Collaborative":[0],"filtering":[1],"techniques":[2,62],"remain":[3],"a":[4,33,39],"staple":[5],"in":[6,18,45,65],"recommender":[7,19,37],"systems":[8],"research":[9,16],"and":[10,63],"applications.":[11],"With":[12],"the":[13,55],"plethora":[14],"of":[15],"done":[17],"systems,":[20],"some":[21],"more":[22],"recent":[23],"works":[24],"applied":[25],"deep":[26,34],"learning":[27],"with":[28,50],"great":[29],"success.":[30],"We":[31],"stack":[32],"neural":[35],"network":[36],"onto":[38],"shallow":[40],"one":[41],"for":[42],"item":[43],"recommendations":[44],"this":[46],"work.":[47],"Our":[48],"experiments":[49],"popular":[51],"datasets":[52],"indicate":[53],"that":[54],"proposed":[56],"technique":[57],"outperforms":[58],"other":[59],"state-of-the":[60],"art":[61],"baselines":[64],"key":[66],"performance":[67],"metrics.":[68]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
