{"id":"https://openalex.org/W4388532091","doi":"https://doi.org/10.1145/3632402","title":"Contrastive Multi-view Interest Learning for Cross-domain Sequential Recommendation","display_name":"Contrastive Multi-view Interest Learning for Cross-domain Sequential Recommendation","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4388532091","doi":"https://doi.org/10.1145/3632402"},"language":"en","primary_location":{"id":"doi:10.1145/3632402","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3632402","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","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/A5082218936","display_name":"Tianzi Zang","orcid":"https://orcid.org/0000-0001-9390-3740"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianzi Zang","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, China, and Shanghai Jiao TongUniversity, China"],"raw_orcid":"https://orcid.org/0000-0001-9390-3740","affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, China, and Shanghai Jiao TongUniversity, China","institution_ids":["https://openalex.org/I9842412","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081759167","display_name":"Yanmin Zhu","orcid":"https://orcid.org/0000-0001-6406-4992"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmin Zhu","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0000-0001-6406-4992","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101649953","display_name":"Ruohan Zhang","orcid":"https://orcid.org/0000-0003-1764-0023"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruohan Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0000-0003-1764-0023","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100378255","display_name":"Chunyang Wang","orcid":"https://orcid.org/0000-0002-1752-5423"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyang Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0000-0002-1752-5423","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360130","display_name":"Ke Wang","orcid":"https://orcid.org/0000-0002-8088-607X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0000-0002-8088-607X","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012589427","display_name":"Jiadi Yu","orcid":"https://orcid.org/0000-0002-0207-9643"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiadi Yu","raw_affiliation_strings":["Shanghai Jiao Tong University, China"],"raw_orcid":"https://orcid.org/0000-0002-0207-9643","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082218936"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":8.52,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.97702022,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"42","issue":"3","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9781000018119812,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9728000164031982,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8853195905685425},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.629933774471283},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.5589964389801025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5500923991203308},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5320141315460205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44093257188796997},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4235357940196991},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.323455274105072},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06682905554771423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8853195905685425},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.629933774471283},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.5589964389801025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5500923991203308},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5320141315460205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44093257188796997},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4235357940196991},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.323455274105072},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06682905554771423},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3632402","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3632402","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1397562848","display_name":null,"funder_award_id":"62072304, and 62172277","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2603325869","display_name":null,"funder_award_id":"21511104700","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G4001607369","display_name":null,"funder_award_id":"62172277","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5660874354","display_name":null,"funder_award_id":"62072304","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320322999","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":107,"referenced_works":["https://openalex.org/W1875842236","https://openalex.org/W2080320419","https://openalex.org/W2108920354","https://openalex.org/W2117420919","https://openalex.org/W2119825970","https://openalex.org/W2171279286","https://openalex.org/W2560674852","https://openalex.org/W2605350416","https://openalex.org/W2612690371","https://openalex.org/W2625746539","https://openalex.org/W2626454364","https://openalex.org/W2740605635","https://openalex.org/W2747329762","https://openalex.org/W2773640334","https://openalex.org/W2783272285","https://openalex.org/W2796608345","https://openalex.org/W2798385737","https://openalex.org/W2799893162","https://openalex.org/W2802187397","https://openalex.org/W2808310571","https://openalex.org/W2809307135","https://openalex.org/W2899457523","https://openalex.org/W2902040508","https://openalex.org/W2904156528","https://openalex.org/W2913189099","https://openalex.org/W2962763064","https://openalex.org/W2963367478","https://openalex.org/W2964044287","https://openalex.org/W2964296635","https://openalex.org/W2964926209","https://openalex.org/W2984100107","https://openalex.org/W2986176093","https://openalex.org/W2987219395","https://openalex.org/W2987679642","https://openalex.org/W2989395196","https://openalex.org/W2996891863","https://openalex.org/W2996931760","https://openalex.org/W2997261254","https://openalex.org/W2998214729","https://openalex.org/W3005071803","https://openalex.org/W3012748801","https://openalex.org/W3026347803","https://openalex.org/W3028156525","https://openalex.org/W3034853385","https://openalex.org/W3035170973","https://openalex.org/W3035637689","https://openalex.org/W3044311607","https://openalex.org/W3065542300","https://openalex.org/W3094280243","https://openalex.org/W3094484861","https://openalex.org/W3094605801","https://openalex.org/W3096602707","https://openalex.org/W3098231197","https://openalex.org/W3098400049","https://openalex.org/W3099026360","https://openalex.org/W3100260481","https://openalex.org/W3100324210","https://openalex.org/W3100917752","https://openalex.org/W3101707147","https://openalex.org/W3102619277","https://openalex.org/W3108694672","https://openalex.org/W3117048875","https://openalex.org/W3133849783","https://openalex.org/W3153325943","https://openalex.org/W3155496675","https://openalex.org/W3156622960","https://openalex.org/W3168607063","https://openalex.org/W3168822201","https://openalex.org/W3170682786","https://openalex.org/W3176047188","https://openalex.org/W3178835722","https://openalex.org/W3187977559","https://openalex.org/W3190386329","https://openalex.org/W3206127589","https://openalex.org/W3207066264","https://openalex.org/W3208338073","https://openalex.org/W3209048663","https://openalex.org/W3209185641","https://openalex.org/W3210045106","https://openalex.org/W3217015614","https://openalex.org/W4214747681","https://openalex.org/W4220698623","https://openalex.org/W4224212267","https://openalex.org/W4224316819","https://openalex.org/W4225412853","https://openalex.org/W4225868472","https://openalex.org/W4281747803","https://openalex.org/W4284666445","https://openalex.org/W4284679479","https://openalex.org/W4285270385","https://openalex.org/W4285604184","https://openalex.org/W4304080519","https://openalex.org/W4306317296","https://openalex.org/W4306317334","https://openalex.org/W4306317705","https://openalex.org/W4306317751","https://openalex.org/W4310895557","https://openalex.org/W4312519428","https://openalex.org/W4312941264","https://openalex.org/W4319452363","https://openalex.org/W4327991946","https://openalex.org/W4365792059","https://openalex.org/W4367046711","https://openalex.org/W4385570514","https://openalex.org/W4385572717","https://openalex.org/W4385572912","https://openalex.org/W4387461044"],"related_works":["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","https://openalex.org/W4317039510","https://openalex.org/W4238861846","https://openalex.org/W790944756"],"abstract_inverted_index":{"Cross-domain":[0],"recommendation":[1,25],"(CDR),":[2],"which":[3,49],"leverages":[4],"information":[5,160],"collected":[6],"from":[7,150],"other":[8],"domains,":[9,48],"has":[10],"been":[11],"empirically":[12],"demonstrated":[13],"to":[14,85,116,139,144,163],"effectively":[15],"alleviate":[16],"data":[17],"sparsity":[18],"and":[19,42,46,81,90,105],"cold-start":[20],"problems":[21],"encountered":[22],"in":[23],"traditional":[24],"systems.":[26],"However,":[27],"current":[28,43,91,166],"CDR":[29],"methods,":[30],"including":[31],"those":[32],"considering":[33],"time":[34],"information,":[35],"do":[36],"not":[37],"jointly":[38],"model":[39,69,86,177],"the":[40,124,172],"general":[41,88,98],"interests":[44,89],"within":[45],"across":[47],"is":[50,114],"pivotal":[51],"for":[52,71,119],"accurately":[53],"predicting":[54],"users\u2019":[55,135,165],"future":[56],"interactions.":[57],"In":[58,123],"this":[59],"article,":[60],"we":[61,76,127],"propose":[62],"a":[63,78,82,96,102,106,156],"Contrastive":[64],"learning-enhanced":[65],"Multi-View":[66],"interest":[67,99,137,167],"learning":[68,112],"(CMVCDR)":[70],"cross-domain":[72,110,141],"sequential":[73,83,125],"recommendation.":[74],"Specifically,":[75],"design":[77,155],"static":[79],"view":[80,84],"uses\u2019":[87],"interests,":[92],"respectively.":[93],"We":[94,153],"divide":[95],"user\u2019s":[97],"representation":[100],"into":[101],"domain-invariant":[103,136,145],"part":[104],"domain-specific":[107,157],"part.":[108],"A":[109],"contrastive":[111],"objective":[113],"introduced":[115],"impose":[117],"constraints":[118],"optimizing":[120],"these":[121],"representations.":[122,168],"view,":[126],"first":[128],"devise":[129],"an":[130],"attention":[131],"mechanism":[132,162],"guided":[133],"by":[134],"representations":[138],"distill":[140],"knowledge":[142],"pertaining":[143],"factors":[146],"while":[147],"reducing":[148],"noise":[149],"irrelevant":[151],"factors.":[152],"further":[154],"interest-guided":[158],"temporal":[159],"aggregation":[161],"generate":[164],"Extensive":[169],"experiments":[170],"demonstrate":[171],"effectiveness":[173],"of":[174],"our":[175],"proposed":[176],"compared":[178],"with":[179],"state-of-the-art":[180],"methods.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}