{"id":"https://openalex.org/W2907069037","doi":"https://doi.org/10.1109/cist.2018.8596492","title":"Deep Learning Based Recommender Systems","display_name":"Deep Learning Based Recommender Systems","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2907069037","doi":"https://doi.org/10.1109/cist.2018.8596492","mag":"2907069037"},"language":"en","primary_location":{"id":"doi:10.1109/cist.2018.8596492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2018.8596492","pdf_url":null,"source":{"id":"https://openalex.org/S4306498311","display_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","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/A5035878397","display_name":"Brahim Ouhbi","orcid":"https://orcid.org/0000-0002-6340-5617"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Brahim Ouhbi","raw_affiliation_strings":["ENSAM Meknes, Moulay Isma\u00efl University, Morocco"],"affiliations":[{"raw_affiliation_string":"ENSAM Meknes, Moulay Isma\u00efl University, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015335959","display_name":"Bouchra Frikh","orcid":"https://orcid.org/0000-0002-9711-0841"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Bouchra Frikh","raw_affiliation_strings":["LTTI Laboratory, EST F\u00e8s Sidi Mohamed Ben Abdellah University, Atlas F\u00e8s, Morocco"],"affiliations":[{"raw_affiliation_string":"LTTI Laboratory, EST F\u00e8s Sidi Mohamed Ben Abdellah University, Atlas F\u00e8s, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083034608","display_name":"El Moukhtar Zemmouri","orcid":"https://orcid.org/0000-0001-9165-0858"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Elmoukhtar Zemmouri","raw_affiliation_strings":["ENSAM Meknes, Moulay Isma\u00efl University, Morocco"],"affiliations":[{"raw_affiliation_string":"ENSAM Meknes, Moulay Isma\u00efl University, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034935813","display_name":"Abdellwahed Abbad","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellwahed Abbad","raw_affiliation_strings":["LTTI Laboratory, EST F\u00e8s Sidi Mohamed Ben Abdellah University, Atlas F\u00e8s, Morocco"],"affiliations":[{"raw_affiliation_string":"LTTI Laboratory, EST F\u00e8s Sidi Mohamed Ben Abdellah University, Atlas F\u00e8s, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035878397"],"corresponding_institution_ids":["https://openalex.org/I4210153608"],"apc_list":null,"apc_paid":null,"fwci":3.1415,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.93616577,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9918000102043152,"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":0.9662313461303711},{"id":"https://openalex.org/keywords/movielens","display_name":"MovieLens","score":0.9386829733848572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8664083480834961},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.8569794297218323},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.7943235635757446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5195848941802979},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.511134684085846},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44552743434906006},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1599411964416504}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9662313461303711},{"id":"https://openalex.org/C2776156558","wikidata":"https://www.wikidata.org/wiki/Q4353746","display_name":"MovieLens","level":4,"score":0.9386829733848572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8664083480834961},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.8569794297218323},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.7943235635757446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5195848941802979},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.511134684085846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44552743434906006},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1599411964416504}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cist.2018.8596492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cist.2018.8596492","pdf_url":null,"source":{"id":"https://openalex.org/S4306498311","display_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","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/W1486317198","https://openalex.org/W2048657872","https://openalex.org/W2099866409","https://openalex.org/W2104391728","https://openalex.org/W2118097920","https://openalex.org/W2120615054","https://openalex.org/W2136922672","https://openalex.org/W2137028279","https://openalex.org/W2145094598","https://openalex.org/W2157881433","https://openalex.org/W2211824631","https://openalex.org/W2293160063","https://openalex.org/W2471920251","https://openalex.org/W2533696134","https://openalex.org/W2557131523","https://openalex.org/W2589599790","https://openalex.org/W2997574889","https://openalex.org/W3102895136","https://openalex.org/W6677907805","https://openalex.org/W6681096077","https://openalex.org/W6697030936"],"related_works":["https://openalex.org/W2355698112","https://openalex.org/W2022984797","https://openalex.org/W4394818607","https://openalex.org/W2986679525","https://openalex.org/W2797500822","https://openalex.org/W4299358966","https://openalex.org/W2794458286","https://openalex.org/W4205822456","https://openalex.org/W2537367858","https://openalex.org/W4288082747"],"abstract_inverted_index":{"Recommender":[0],"Systems":[1],"(RSs)":[2],"are":[3],"valuable":[4],"and":[5,29,54,79],"practical":[6],"tools":[7],"that":[8,95],"help":[9],"users":[10],"to":[11,32,41,50,55],"find":[12],"interesting":[13],"products":[14],"in":[15],"a":[16,34,43,71],"large":[17],"space":[18],"of":[19,59],"possible":[20],"options.":[21],"Many":[22],"hybrid":[23,72,100],"recommender":[24,48,101],"systems":[25],"combine":[26],"collaborative":[27,81],"filtering":[28,82],"content-based":[30],"approach":[31],"build":[33],"more":[35],"robust":[36],"system.":[37],"This":[38],"paper":[39],"aims":[40],"propose":[42],"new":[44],"deep":[45],"learning":[46],"based":[47,74],"system":[49],"enhance":[51],"recommendation":[52],"performance":[53],"overcome":[56],"the":[57,66],"limitations":[58],"existing":[60,99],"approaches,":[61],"especially":[62],"when":[63],"dealing":[64],"with":[65],"cold":[67],"start":[68],"problem.":[69],"So,":[70],"model":[73],"on":[75,88],"Deep":[76],"Belief":[77],"Networks":[78],"item-based":[80],"is":[83],"proposed.":[84],"We":[85],"conducted":[86],"experiments":[87],"MovieLens":[89],"100K":[90],"dataset.":[91],"The":[92],"results":[93],"showed":[94],"our":[96],"method":[97],"outperforms":[98],"systems.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}