{"id":"https://openalex.org/W4390507038","doi":"https://doi.org/10.1007/s43069-023-00286-5","title":"E-commerce Personalized Recommendations: a Deep Neural Collaborative Filtering Approach","display_name":"E-commerce Personalized Recommendations: a Deep Neural Collaborative Filtering Approach","publication_year":2024,"publication_date":"2024-01-02","ids":{"openalex":"https://openalex.org/W4390507038","doi":"https://doi.org/10.1007/s43069-023-00286-5"},"language":"en","primary_location":{"id":"doi:10.1007/s43069-023-00286-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s43069-023-00286-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210215153","display_name":"Operations Research Forum","issn_l":"2662-2556","issn":["2662-2556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operations Research Forum","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/A5038294885","display_name":"Fay\u00e7al Messaoudi","orcid":"https://orcid.org/0000-0001-7803-4997"},"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":"Fay\u00e7al Messaoudi","raw_affiliation_strings":["Artificial Intelligence, Data Science and Emerging Systems Laboratory, National School of Business and Management, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence, Data Science and Emerging Systems Laboratory, National School of Business and Management, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008031907","display_name":"Manal Loukili","orcid":"https://orcid.org/0000-0002-0360-1405"},"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":true,"raw_author_name":"Manal Loukili","raw_affiliation_strings":["Artificial Intelligence, Data Science and Emerging Systems Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence, Data Science and Emerging Systems Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008031907"],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":27.4784,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.99623119,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9571999907493591,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9264000058174133,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/collaborative-filtering","display_name":"Collaborative filtering","score":0.7679498195648193},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7107722163200378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6983519792556763},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6681190133094788},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5982791781425476},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5291540622711182},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5227572917938232},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.48575571179389954},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4472980797290802},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4304428696632385},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3439074456691742},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3030870258808136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2955177426338196},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14575573801994324}],"concepts":[{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.7679498195648193},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7107722163200378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6983519792556763},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6681190133094788},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5982791781425476},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5291540622711182},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5227572917938232},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.48575571179389954},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4472980797290802},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4304428696632385},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3439074456691742},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3030870258808136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2955177426338196},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14575573801994324},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s43069-023-00286-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s43069-023-00286-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210215153","display_name":"Operations Research Forum","issn_l":"2662-2556","issn":["2662-2556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operations Research Forum","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:snopef:v:5:y:2024:i:1:d:10.1007_s43069-023-00286-5","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s43069-023-00286-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1274732940","https://openalex.org/W1570159982","https://openalex.org/W2030808931","https://openalex.org/W2112856797","https://openalex.org/W2475334473","https://openalex.org/W2565516711","https://openalex.org/W2909955954","https://openalex.org/W2966501701","https://openalex.org/W2992343365","https://openalex.org/W2996103499","https://openalex.org/W3004668790","https://openalex.org/W3006926841","https://openalex.org/W3014901735","https://openalex.org/W3045233820","https://openalex.org/W3091129453","https://openalex.org/W3103298250","https://openalex.org/W3174959106","https://openalex.org/W4225302766","https://openalex.org/W4295808694","https://openalex.org/W4297539676","https://openalex.org/W4307820865","https://openalex.org/W4310988130","https://openalex.org/W4313353804","https://openalex.org/W4321615196","https://openalex.org/W4327644091","https://openalex.org/W4366607195","https://openalex.org/W4376255731","https://openalex.org/W4380087090","https://openalex.org/W4381745734","https://openalex.org/W4383426407","https://openalex.org/W4385380955","https://openalex.org/W4385505665","https://openalex.org/W4386246807","https://openalex.org/W4386257503"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W2735929803","https://openalex.org/W2170391450","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W135044020","https://openalex.org/W2103058005"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":6}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}
