{"id":"https://openalex.org/W4400525826","doi":"https://doi.org/10.1145/3626772.3657713","title":"Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation","display_name":"Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400525826","doi":"https://doi.org/10.1145/3626772.3657713"},"language":"en","primary_location":{"id":"doi:10.1145/3626772.3657713","doi":"https://doi.org/10.1145/3626772.3657713","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657713","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3626772.3657713","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103325906","display_name":"Hanyu Li","orcid":"https://orcid.org/0009-0003-7025-0304","observed_orcids":["https://orcid.org/0009-0003-7025-0304"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanyu Li","raw_affiliation_strings":["Department of Computer Science and Technology, Quan Cheng Laboratory, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-7025-0304","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Quan Cheng Laboratory, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101524043","display_name":"Weizhi Ma","orcid":"https://orcid.org/0000-0001-5604-7527","observed_orcids":["https://orcid.org/0000-0001-5604-7527"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weizhi Ma","raw_affiliation_strings":["Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5604-7527","affiliations":[{"raw_affiliation_string":"Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054609020","display_name":"Peijie Sun","orcid":"https://orcid.org/0000-0001-9733-0521","observed_orcids":["https://orcid.org/0000-0001-9733-0521"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peijie Sun","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9733-0521","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048237240","display_name":"Jiayu Li","orcid":"https://orcid.org/0000-0002-6351-897X","observed_orcids":["https://orcid.org/0000-0002-6351-897X"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Li","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6351-897X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090362569","display_name":"Cunxiang Yin","orcid":"https://orcid.org/0009-0002-5116-0023","observed_orcids":["https://orcid.org/0009-0002-5116-0023"]},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cunxiang Yin","raw_affiliation_strings":["Tencent, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-5116-0023","affiliations":[{"raw_affiliation_string":"Tencent, Beijing, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103325403","display_name":"Yancheng He","orcid":"https://orcid.org/0009-0003-5078-0447","observed_orcids":["https://orcid.org/0009-0003-5078-0447"]},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yancheng He","raw_affiliation_strings":["Tencent, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-5078-0447","affiliations":[{"raw_affiliation_string":"Tencent, Beijing, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103325765","display_name":"Guoqiang Xu","orcid":"https://orcid.org/0009-0005-8700-4702","observed_orcids":["https://orcid.org/0009-0005-8700-4702"]},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqiang Xu","raw_affiliation_strings":["Tencent, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-8700-4702","affiliations":[{"raw_affiliation_string":"Tencent, Beijing, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402996","display_name":"Min Zhang","orcid":"https://orcid.org/0000-0003-3158-1920","observed_orcids":["https://orcid.org/0000-0003-3158-1920","https://orcid.org/0009-0003-0283-2281"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, Quan Cheng Laboratory, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3158-1920","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Quan Cheng Laboratory, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100760812","display_name":"Shaoping Ma","orcid":"https://orcid.org/0000-0002-8762-8268","observed_orcids":["https://orcid.org/0000-0002-8762-8268"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoping Ma","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8762-8268","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3922,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.97864947,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2081","last_page":"2090"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.0,"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/cross-domain-recommendation","display_name":"cross-domain recommendation","score":0.9890000224113464},{"id":"https://openalex.org/keywords/negative-transfer","display_name":"negative transfer","score":0.9020000100135803},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"collaborative filtering","score":0.7009999752044678},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"domain adaptation","score":0.4779999852180481},{"id":"https://openalex.org/keywords/user-representation-learning","display_name":"user representation learning","score":0.453000009059906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6995404958724976},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5966612696647644},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5437641143798828},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.50069260597229},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.46799442172050476},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2796284854412079},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11151832342147827},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3626772.3657713","doi":"https://doi.org/10.1145/3626772.3657713","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657713","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2403.20296","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.20296","pdf_url":"https://arxiv.org/pdf/2403.20296","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"doi:10.48550/arxiv.2403.20296","doi":"https://doi.org/10.48550/arxiv.2403.20296","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2403.20296","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1145/3626772.3657713","doi":"https://doi.org/10.1145/3626772.3657713","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657713","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2359373346","display_name":null,"funder_award_id":"2022TQ0178","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400525826.pdf","grobid_xml":"https://content.openalex.org/works/W4400525826.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2117420919","https://openalex.org/W2129679514","https://openalex.org/W2740605635","https://openalex.org/W2782861800","https://openalex.org/W2796608345","https://openalex.org/W2808716093","https://openalex.org/W2987219395","https://openalex.org/W2987679642","https://openalex.org/W3035598449","https://openalex.org/W3045200674","https://openalex.org/W3094484861","https://openalex.org/W3170587616","https://openalex.org/W3188301284","https://openalex.org/W3190386329","https://openalex.org/W3209428314","https://openalex.org/W3215053434","https://openalex.org/W4211265926","https://openalex.org/W4212764525","https://openalex.org/W4213052788","https://openalex.org/W4226072877","https://openalex.org/W4240935049","https://openalex.org/W4242771733","https://openalex.org/W4280611174","https://openalex.org/W4283324687","https://openalex.org/W4284679479","https://openalex.org/W4284706321","https://openalex.org/W4306317751","https://openalex.org/W4309869671","https://openalex.org/W4311404181","https://openalex.org/W4321480025","https://openalex.org/W4386869645","https://openalex.org/W4389983997","https://openalex.org/W4394861141","https://openalex.org/W6600319451"],"related_works":["https://openalex.org/W2057171152","https://openalex.org/W4401863295","https://openalex.org/W4403577507","https://openalex.org/W7127918395","https://openalex.org/W4401864371","https://openalex.org/W4400524927","https://openalex.org/W4384774596","https://openalex.org/W4391448991","https://openalex.org/W7168428543","https://openalex.org/W4378419458"],"abstract_inverted_index":{"As":[0],"recommender":[1],"systems":[2],"become":[3],"pervasive":[4],"in":[5],"various":[6],"scenarios,":[7],"cross-domain":[8,92],"recommenders":[9],"(CDR)":[10],"are":[11],"proposed":[12],"to":[13,52,79],"enhance":[14],"the":[15,32,45,70,74,86],"performance":[16],"of":[17,73],"one":[18],"target":[19,38,87],"domain":[20,34,39],"with":[21],"data":[22],"from":[23,31],"other":[24],"related":[25],"source":[26,33],"domains.":[27],"However,":[28],"irrelevant":[29,81],"information":[30,84],"may":[35],"instead":[36],"degrade":[37],"performance,":[40],"which":[41,89],"is":[42],"known":[43],"as":[44],"negative":[46],"transfer":[47,93],"problem.":[48],"Most":[49],"existing":[50],"efforts":[51],"tackle":[53],"this":[54],"issue":[55],"primarily":[56],"focus":[57],"on":[58,69],"designing":[59],"adaptive":[60],"representations":[61,72],"for":[62,85],"overlapped":[63],"users.":[64],"Whereas,":[65],"these":[66],"methods":[67],"rely":[68],"learned":[71],"model,":[75],"lacking":[76],"explicit":[77],"constraints":[78],"filter":[80],"source-domain":[82],"collaborative":[83],"domain,":[88],"limits":[90],"their":[91],"capability.":[94]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2024-07-12T00:00:00"}
