{"id":"https://openalex.org/W4409102126","doi":"https://doi.org/10.1109/access.2025.3557045","title":"FedRecSys: A Federated Learning-Based Recommender System for Concept Drift Adaptation","display_name":"FedRecSys: A Federated Learning-Based Recommender System for Concept Drift Adaptation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409102126","doi":"https://doi.org/10.1109/access.2025.3557045"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3557045","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3557045","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3557045","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114374613","display_name":"Anagha Chaudhari","orcid":"https://orcid.org/0000-0003-1386-5575"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Anagha Chaudhari","raw_affiliation_strings":["Department of Computer and Information Sciences, Centre for Foundation Studies, Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-1386-5575","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Centre for Foundation Studies, Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":null,"display_name":"A. A. Hitham Seddig","orcid":null},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"A. A. Hitham Seddig","raw_affiliation_strings":["Department of Computer and Information Sciences, Centre for Foundation Studies, Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Centre for Foundation Studies, Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042257441","display_name":"Roshani Raut","orcid":"https://orcid.org/0000-0002-5477-8841"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roshani Raut","raw_affiliation_strings":["Department of Information Technology, Pimpri Chinchwad College of Engineering, Pune, Maharashtra, India"],"raw_orcid":"https://orcid.org/0000-0002-5477-8841","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Pimpri Chinchwad College of Engineering, Pune, Maharashtra, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019616714","display_name":"Aliza Sarlan","orcid":"https://orcid.org/0000-0002-6342-9993"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aliza Sarlan","raw_affiliation_strings":["Department of Computer and Information Sciences, Centre for Foundation Studies, Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-6342-9993","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Centre for Foundation Studies, Universiti Teknologi PETRONAS (UTP), Seri Iskandar, Perak, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06663516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"66478","last_page":"66491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.46369999647140503,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.46369999647140503,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T14484","display_name":"Technology and Data Analysis","score":0.4392000138759613,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.41510000824928284,"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/recommender-system","display_name":"Recommender system","score":0.7829488515853882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7621010541915894},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4006232023239136},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32102707028388977}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7829488515853882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621010541915894},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4006232023239136},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32102707028388977}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3557045","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3557045","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9c5248f26ba14303a7102ac21695fe29","is_oa":true,"landing_page_url":"https://doaj.org/article/9c5248f26ba14303a7102ac21695fe29","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 66478-66491 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3557045","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3557045","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G6790787459","display_name":null,"funder_award_id":"YUTP-PRG 2023 (015PBC-028)","funder_id":"https://openalex.org/F4320323380","funder_display_name":"Universiti Teknologi Petronas"},{"id":"https://openalex.org/G7321674363","display_name":null,"funder_award_id":"YUTP-PRG 2023 (015PBC-028)","funder_id":"https://openalex.org/F4320329394","funder_display_name":"Yayasan UTP"}],"funders":[{"id":"https://openalex.org/F4320323380","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07"},{"id":"https://openalex.org/F4320329394","display_name":"Yayasan UTP","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1015675232","https://openalex.org/W1995484833","https://openalex.org/W2001474264","https://openalex.org/W2004110412","https://openalex.org/W2132277248","https://openalex.org/W2143991132","https://openalex.org/W2158207913","https://openalex.org/W2890349115","https://openalex.org/W2940568155","https://openalex.org/W3036868398","https://openalex.org/W4220915662","https://openalex.org/W4224861249","https://openalex.org/W4225511833","https://openalex.org/W4315777866","https://openalex.org/W4316659572","https://openalex.org/W4387775168","https://openalex.org/W6671428793","https://openalex.org/W6790358555"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"A":[0],"new":[1,154],"field":[2],"called":[3],"deep":[4],"learning":[5],"can":[6],"be":[7],"used":[8],"to":[9,23,39,61,165,245],"handle":[10],"large":[11,107],"amounts":[12],"of":[13,26,52,66,73,121,146,156,169,197,212,215,254],"multidimensional":[14],"data":[15,74,122,128],"in":[16,31,70,106,123,136,193],"different":[17],"e-commerce":[18,80],"platforms.":[19,125],"Big":[20],"Data":[21],"refers":[22],"this":[24,84],"type":[25],"information,":[27],"which":[28,115,139],"is":[29,59,111,133,152],"accessible":[30],"an":[32],"unstructured":[33],"and":[34,45,54,86,143,181,199,217,237,250,257,270],"complicated":[35],"format":[36],"with":[37,209,247,265],"respect":[38],"volume,":[40],"velocity,":[41],"validity,":[42],"veracity,":[43],"variety,":[44],"variability.":[46],"To":[47,82],"better":[48],"meet":[49],"the":[50,63,71,88,118,127,141,147,157,167,190,195,200,210,248,255],"needs":[51],"customers":[53],"win":[55],"their":[56],"loyalty,":[57],"it":[58],"necessary":[60],"examine":[62],"vast":[64],"amount":[65],"hidden":[67],"information":[68,145],"present":[69],"volume":[72],"created":[75],"by":[76,130,178],"online":[77],"platforms":[78],"like":[79],"portals.":[81],"address":[83,166],"issue":[85,168],"produce":[87],"best":[89],"recommendations":[90],"depending":[91],"on":[92,235,244],"user":[93,170,185],"requirements,":[94],"numerous":[95],"Recommendation":[96],"Engines":[97],"(RE)":[98],"have":[99],"been":[100,163],"put":[101],"forth.":[102],"One":[103],"such":[104,124],"difficulty":[105],"E-commerce":[108],"based":[109],"REs":[110],"Concept":[112],"Drift":[113],"(CD),":[114],"mentions":[116],"about":[117],"continuous":[119],"changing":[120],"Additionally,":[126],"utilised":[129],"these":[131],"e-platforms":[132],"made":[134],"public":[135],"several":[137,266],"locations,":[138],"compromises":[140],"security":[142,180],"private":[144],"user.":[148],"\"Federated":[149],"Learning":[150,159,174],"(FL)\"":[151],"a":[153,251],"level":[155],"Deep":[158],"Approach":[160],"that":[161],"has":[162],"proposed":[164],"privacy":[171,182],"security.":[172],"Federated":[173],"improves":[175],"system":[176],"accuracy":[177],"offering":[179],"preservation":[183],"for":[184,205],"data.":[186],"This":[187],"study":[188,242],"addresses":[189],"CD":[191,206,220],"problem":[192],"REs,":[194,198],"overview":[196],"suggested":[201],"hybrid":[202],"method":[203],"KalADWIN2":[204],"detection.":[207],"Along":[208],"creation":[211],"FedRecSys\u2014a":[213],"mix":[214],"RE":[216],"FL":[218,267],"(for":[219],"adaption":[221],"&":[222,228],"correct":[223],"recommendations)":[224],"using":[225],"Movielens":[226,258],"1M":[227,259],"Book":[229],"datasets.":[230],"The":[231,241],"paper":[232],"also":[233],"focuses":[234],"FL,":[236],"its":[238],"various":[239],"types.":[240],"goes":[243],"detail":[246],"outcomes":[249],"comparative":[252],"analysis":[253],"Books":[256],"datasets":[260],"as":[261],"FedRecSys.":[262],"It":[263],"ends":[264],"applications,":[268],"conclusion,":[269],"References.":[271]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-04-03T00:00:00"}
