{"id":"https://openalex.org/W4409761325","doi":"https://doi.org/10.1109/access.2025.3564115","title":"Meta Domain Adaptation Approach for Multi-Domain Ranking","display_name":"Meta Domain Adaptation Approach for Multi-Domain Ranking","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409761325","doi":"https://doi.org/10.1109/access.2025.3564115"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3564115","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3564115","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.2025.3564115","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zihan Xia","orcid":"https://orcid.org/0009-0009-9092-5106"},"institutions":[{"id":"https://openalex.org/I4210132079","display_name":"Hangzhou Wanxiang Polytechnic","ror":"https://ror.org/03sxnxp24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210132079"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zihan Xia","raw_affiliation_strings":["Polytechnic Institute of Zhejiang University, Hangzhou, Zhejiang, China","Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0009-9092-5106","affiliations":[{"raw_affiliation_string":"Polytechnic Institute of Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210132079"]},{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yixuan Liu","orcid":"https://orcid.org/0009-0003-0419-7146"},"institutions":[{"id":"https://openalex.org/I4210132079","display_name":"Hangzhou Wanxiang Polytechnic","ror":"https://ror.org/03sxnxp24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210132079"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixuan Liu","raw_affiliation_strings":["Polytechnic Institute of Zhejiang University, Hangzhou, Zhejiang, China","Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0003-0419-7146","affiliations":[{"raw_affiliation_string":"Polytechnic Institute of Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210132079"]},{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113264431","display_name":"Xiangran Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132079","display_name":"Hangzhou Wanxiang Polytechnic","ror":"https://ror.org/03sxnxp24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210132079"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangran Zhang","raw_affiliation_strings":["Polytechnic Institute of Zhejiang University, Hangzhou, Zhejiang, China","Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-9071-5936","affiliations":[{"raw_affiliation_string":"Polytechnic Institute of Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210132079"]},{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043828925","display_name":"Xiaoshuang Sheng","orcid":"https://orcid.org/0000-0002-9071-5936"},"institutions":[{"id":"https://openalex.org/I454632","display_name":"Hella (Germany)","ror":"https://ror.org/02c5z9p32","country_code":"DE","type":"company","lineage":["https://openalex.org/I454632"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiaoshuang Sheng","raw_affiliation_strings":["Hello Inc., Hangzhou, Zhejiang, China","Hello Inc, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hello Inc., Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I454632"]},{"raw_affiliation_string":"Hello Inc, Hangzhou, Zhejiang, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065416248","display_name":"Kewei Liang","orcid":"https://orcid.org/0000-0002-3837-6439"},"institutions":[{"id":"https://openalex.org/I4210132079","display_name":"Hangzhou Wanxiang Polytechnic","ror":"https://ror.org/03sxnxp24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210132079"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kewei Liang","raw_affiliation_strings":["Polytechnic Institute of Zhejiang University, Hangzhou, Zhejiang, China","Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-3837-6439","affiliations":[{"raw_affiliation_string":"Polytechnic Institute of Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210132079"]},{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210132079","https://openalex.org/I76130692"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":22.2396,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.99229436,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"92921","last_page":"92931"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.8902000188827515,"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/T14025","display_name":"Educational Technology and Assessment","score":0.8902000188827515,"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":0.8259999752044678,"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/computer-science","display_name":"Computer science","score":0.7682235240936279},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6509515047073364},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6008669137954712},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5865316390991211},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5155246257781982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34014371037483215},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13296476006507874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7682235240936279},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6509515047073364},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6008669137954712},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5865316390991211},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5155246257781982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34014371037483215},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13296476006507874},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3564115","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3564115","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:a3689d7be52a400bad80fd8f628e599a","is_oa":true,"landing_page_url":"https://doaj.org/article/a3689d7be52a400bad80fd8f628e599a","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 92921-92931 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3564115","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3564115","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2029694543","https://openalex.org/W2145680191","https://openalex.org/W2475334473","https://openalex.org/W2604662567","https://openalex.org/W2723293840","https://openalex.org/W2809290718","https://openalex.org/W2913340405","https://openalex.org/W2948069880","https://openalex.org/W2962745591","https://openalex.org/W2982902390","https://openalex.org/W3041133507","https://openalex.org/W3087931390","https://openalex.org/W3092609815","https://openalex.org/W3094431459","https://openalex.org/W3141797743","https://openalex.org/W3160913626","https://openalex.org/W3163842339","https://openalex.org/W3170073102","https://openalex.org/W3209943551","https://openalex.org/W4212931205","https://openalex.org/W4281624287","https://openalex.org/W4378465281","https://openalex.org/W4385245566","https://openalex.org/W4385568236","https://openalex.org/W4403220169","https://openalex.org/W6631190155","https://openalex.org/W6639480849","https://openalex.org/W6717367658","https://openalex.org/W6736057607","https://openalex.org/W6739365718","https://openalex.org/W6755095635","https://openalex.org/W6755365793","https://openalex.org/W6796344797"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W3203792196","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"In":[0,75],"a":[1,77,129,191],"real":[2],"industry":[3],"recommendation":[4],"system,":[5],"the":[6,18,23,31,43,53,90,94,102,106,109,114,118,122,148,155,175,183,198,204,210,223],"distribution":[7],"of":[8,46,93,97,105,117,158,182,212],"recommended":[9],"domains":[10,15,66,82,99],"is":[11,172],"very":[12],"redundant.":[13],"Different":[14],"may":[16,29],"address":[17],"same":[19,32,44],"problem,":[20],"such":[21],"as":[22],"Click-Through":[24],"Rate":[25],"(CTR)":[26],"prediction,":[27],"and":[28,56,62,71,100,206,221,225],"share":[30],"features.":[33],"Multi-domain":[34],"learning":[35],"aims":[36],"to":[37,41,51,88,153,178,194],"use":[38,92],"one":[39],"model":[40,54,79,107,133,161,184,216],"complete":[42],"task":[45],"all":[47,164],"domains,":[48],"in":[49,59,108,124,185,197],"order":[50],"improve":[52],"effect":[55],"achieve":[57],"savings":[58],"computing":[60],"resources":[61],"manpower.":[63],"However,":[64],"different":[65,68],"have":[67],"data":[69,96],"distributions":[70],"insufficient":[72],"training":[73,110,159,181],"data.":[74],"constructing":[76],"multi-domain":[78],"encompassing":[80],"several":[81],"with":[83],"small":[84],"sample":[85],"sizes,":[86],"how":[87],"make":[89],"best":[91],"existing":[95],"other":[98],"ensure":[101,154,179],"generalization":[103],"performance":[104],"process":[111],"has":[112,217],"become":[113],"key":[115],"problem":[116],"research.":[119],"To":[120],"meet":[121],"challenge,":[123],"this":[125],"paper,":[126],"we":[127],"propose":[128],"Meta":[130],"Domain":[131],"Adaptation":[132],"for":[134,140,160],"Multi-Domain":[135],"ranking":[136],"(MDAMD),":[137],"specifically":[138],"designed":[139],"CTR":[141,224],"prediction":[142],"across":[143],"multiple":[144],"domains.":[145,165],"It":[146],"employs":[147],"unsupervised":[149],"domain":[150,199],"adaptation":[151,200],"method":[152,193],"global":[156],"unity":[157],"optimization":[162],"among":[163],"Maximum":[166],"Mean":[167],"Discrepancy":[168],"(MMD)":[169],"loss":[170],"calculation":[171],"added":[173],"after":[174],"gate":[176],"unit":[177],"adaptive":[180],"feature":[186],"extraction.":[187],"Meanwhile,":[188],"MDAMD":[189],"applies":[190],"meta-learning":[192],"avoid":[195],"overfitting":[196],"stage.":[201],"Results":[202],"from":[203],"industrial":[205],"public":[207],"datasets":[208],"demonstrate":[209],"effectiveness":[211],"MDAMD.":[213],"Moreover,":[214],"our":[215],"been":[218],"deployed":[219],"online":[220],"obtained":[222],"Gross":[226],"Merchandise":[227],"Volume":[228],"(GMV)":[229],"improvements.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
