{"id":"https://openalex.org/W3171973478","doi":"https://doi.org/10.1145/3447548.3467067","title":"Debiasing Learning based Cross-domain Recommendation","display_name":"Debiasing Learning based Cross-domain Recommendation","publication_year":2021,"publication_date":"2021-08-13","ids":{"openalex":"https://openalex.org/W3171973478","doi":"https://doi.org/10.1145/3447548.3467067","mag":"3171973478"},"language":"en","primary_location":{"id":"doi:10.1145/3447548.3467067","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3447548.3467067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining","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/A5101886341","display_name":"Siqing Li","orcid":"https://orcid.org/0009-0007-9410-014X"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Siqing Li","raw_affiliation_strings":["Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032616889","display_name":"Liuyi Yao","orcid":"https://orcid.org/0000-0003-3828-796X"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liuyi Yao","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008399761","display_name":"Shanlei Mu","orcid":"https://orcid.org/0000-0002-7795-0579"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanlei Mu","raw_affiliation_strings":["Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037145565","display_name":"Wayne Xin Zhao","orcid":"https://orcid.org/0000-0002-8333-6196"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wayne Xin Zhao","raw_affiliation_strings":["Renmin Univ. of China, Beijing Key Lab. of Big Data Management and Analysis Methods & Beijing Academy of Artificial Intelligence, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Renmin Univ. of China, Beijing Key Lab. of Big Data Management and Analysis Methods & Beijing Academy of Artificial Intelligence, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046576694","display_name":"Yaliang Li","orcid":"https://orcid.org/0000-0002-4204-6096"},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]},{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yaliang Li","raw_affiliation_strings":["Alibaba Group, Bellevue, WA, USA"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Bellevue, WA, USA","institution_ids":["https://openalex.org/I4210095624","https://openalex.org/I4210108985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071117398","display_name":"Tonglei Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tonglei Guo","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107914397","display_name":"Bolin Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]},{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bolin Ding","raw_affiliation_strings":["Alibaba Group, Bellevue, WA, USA"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Bellevue, WA, USA","institution_ids":["https://openalex.org/I4210095624","https://openalex.org/I4210108985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025631695","display_name":"Ji-Rong Wen","orcid":"https://orcid.org/0000-0002-9777-9676"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji-Rong Wen","raw_affiliation_strings":["Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101886341"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":5.6776,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96035257,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3190","last_page":"3199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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":1.0,"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":0.9969000220298767,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/debiasing","display_name":"Debiasing","score":0.9208573698997498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8166401386260986},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7343238592147827},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6639041304588318},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5613282322883606},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5304184556007385},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.4586311876773834},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.44554415345191956},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43999147415161133},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41122931241989136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37943699955940247},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07610514760017395},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.073915034532547},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07026895880699158}],"concepts":[{"id":"https://openalex.org/C2779458634","wikidata":"https://www.wikidata.org/wiki/Q24963715","display_name":"Debiasing","level":2,"score":0.9208573698997498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8166401386260986},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7343238592147827},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6639041304588318},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5613282322883606},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5304184556007385},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.4586311876773834},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.44554415345191956},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43999147415161133},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41122931241989136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37943699955940247},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07610514760017395},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.073915034532547},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07026895880699158},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3447548.3467067","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3447548.3467067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W163868085","https://openalex.org/W1883278639","https://openalex.org/W1974360117","https://openalex.org/W1984127251","https://openalex.org/W1992665562","https://openalex.org/W2009205701","https://openalex.org/W2020631728","https://openalex.org/W2054141820","https://openalex.org/W2093219534","https://openalex.org/W2114079787","https://openalex.org/W2117420919","https://openalex.org/W2143891888","https://openalex.org/W2150291618","https://openalex.org/W2157519573","https://openalex.org/W2279176662","https://openalex.org/W2286797211","https://openalex.org/W2386169505","https://openalex.org/W2475334473","https://openalex.org/W2517898103","https://openalex.org/W2605350416","https://openalex.org/W2612388534","https://openalex.org/W2624617553","https://openalex.org/W2736230012","https://openalex.org/W2796608345","https://openalex.org/W2892888989","https://openalex.org/W2908074993","https://openalex.org/W2913488954","https://openalex.org/W2951001079","https://openalex.org/W2955141733","https://openalex.org/W2971196067","https://openalex.org/W2987219395","https://openalex.org/W2994844380","https://openalex.org/W3011809564","https://openalex.org/W3012600133","https://openalex.org/W3098400049","https://openalex.org/W3101148092","https://openalex.org/W3106445281","https://openalex.org/W3150893739","https://openalex.org/W4231990774","https://openalex.org/W4232449914"],"related_works":["https://openalex.org/W1484355083","https://openalex.org/W4220714703","https://openalex.org/W2170391450","https://openalex.org/W2735929803","https://openalex.org/W2098758514","https://openalex.org/W3008845055","https://openalex.org/W2041004656","https://openalex.org/W2202724490","https://openalex.org/W2119611366","https://openalex.org/W2103058005"],"abstract_inverted_index":{"As":[0],"it":[1,23],"becomes":[2],"prevalent":[3],"that":[4,27],"user":[5,45,64],"information":[6,65],"exists":[7],"in":[8,20,34],"multiple":[9],"platforms":[10],"or":[11],"services,":[12],"cross-domain":[13,79,97,121],"recommendation":[14,80,118],"has":[15],"been":[16],"an":[17],"important":[18],"task":[19],"industry.":[21],"Although":[22],"is":[24],"well":[25],"known":[26],"users":[28],"tend":[29],"to":[30,56,116],"show":[31],"different":[32,35],"preferences":[33],"domains,":[36],"existing":[37],"studies":[38],"seldom":[39],"model":[40],"how":[41],"domain":[42,59],"biases":[43,60],"affect":[44],"preferences.":[46],"Focused":[47],"on":[48,125],"this":[49,71,86],"issue,":[50],"we":[51,88],"develop":[52],"a":[53,74,90],"casual-based":[54],"approach":[55],"mitigating":[57],"the":[58,63,133,136],"when":[61],"transferring":[62],"cross":[66],"domains.":[67],"To":[68],"be":[69,113],"specific,":[70],"paper":[72],"presents":[73],"novel":[75,91],"debiasing":[76],"learning":[77],"based":[78],"framework":[81,111],"with":[82],"causal":[83],"embedding.":[84],"In":[85],"framework,":[87],"design":[89],"Inverse-Propensity-Score":[92],"(IPS)":[93],"estimator":[94],"designed":[95],"for":[96,106,120],"scenario,":[98],"and":[99,128],"further":[100],"propose":[101],"three":[102],"kinds":[103],"of":[104,135],"restrictions":[105],"propensity":[107],"score":[108],"learning.":[109],"Our":[110],"can":[112],"generally":[114],"applied":[115],"various":[117],"algorithms":[119],"recommendation.":[122],"Extensive":[123],"experiments":[124],"both":[126],"public":[127],"industry":[129],"datasets":[130],"have":[131],"demonstrated":[132],"effectiveness":[134],"proposed":[137],"framework.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}