{"id":"https://openalex.org/W2118674552","doi":"https://doi.org/10.1145/2488388.2488441","title":"Personalized recommendation via cross-domain triadic factorization","display_name":"Personalized recommendation via cross-domain triadic factorization","publication_year":2013,"publication_date":"2013-05-13","ids":{"openalex":"https://openalex.org/W2118674552","doi":"https://doi.org/10.1145/2488388.2488441","mag":"2118674552"},"language":"en","primary_location":{"id":"doi:10.1145/2488388.2488441","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2488388.2488441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd international conference on World Wide Web","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/A5101541061","display_name":"Liang Hu","orcid":"https://orcid.org/0000-0001-8588-2177"},"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":true,"raw_author_name":"Liang Hu","raw_affiliation_strings":["Shanghai Jiaotong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648774","display_name":"Jian Cao","orcid":"https://orcid.org/0000-0002-0036-9436"},"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":"Jian Cao","raw_affiliation_strings":["Shanghai Jiaotong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051512158","display_name":"Guandong Xu","orcid":"https://orcid.org/0000-0003-4493-6663"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guandong Xu","raw_affiliation_strings":["University Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000798681","display_name":"Longbing Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Longbing Cao","raw_affiliation_strings":["University Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"University Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111913458","display_name":"Zhiping Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120250","display_name":"Shanghai Technical Institute of Electronics & Information","ror":"https://ror.org/01wh3jw63","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210120250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiping Gu","raw_affiliation_strings":["Shanghai Technical Institute of Electronics & Information, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Technical Institute of Electronics & Information, Shanghai, China","institution_ids":["https://openalex.org/I4210120250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101143340","display_name":"Can Zhu","orcid":"https://orcid.org/0009-0002-5123-6841"},"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":"Can Zhu","raw_affiliation_strings":["Shanghai Jiaotong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101541061"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":42.6145,"has_fulltext":false,"cited_by_count":263,"citation_normalized_percentile":{"value":0.99752514,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"595","last_page":"606"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.8689894080162048},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.8237099647521973},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8036828637123108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7968920469284058},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6019375324249268},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5148453116416931},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.48915889859199524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47319814562797546},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4569459855556488},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3787539005279541},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23565441370010376},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09711578488349915}],"concepts":[{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.8689894080162048},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.8237099647521973},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8036828637123108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7968920469284058},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6019375324249268},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5148453116416931},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.48915889859199524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47319814562797546},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4569459855556488},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3787539005279541},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23565441370010376},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09711578488349915},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2488388.2488441","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2488388.2488441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd international conference on World Wide Web","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.402.3968","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.402.3968","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www2013.org/proceedings/p595.pdf","raw_type":"text"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/27184","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/27184","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/33780","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/33780","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W143867266","https://openalex.org/W1502375784","https://openalex.org/W1639032689","https://openalex.org/W1883278639","https://openalex.org/W1982725637","https://openalex.org/W1994473607","https://openalex.org/W2024165284","https://openalex.org/W2036542275","https://openalex.org/W2049455633","https://openalex.org/W2054141820","https://openalex.org/W2100235918","https://openalex.org/W2101409192","https://openalex.org/W2117420919","https://openalex.org/W2118338035","https://openalex.org/W2119825970","https://openalex.org/W2140310134","https://openalex.org/W2141280932","https://openalex.org/W2155106456","https://openalex.org/W2158515176","https://openalex.org/W2165395308","https://openalex.org/W2167838035","https://openalex.org/W2169038197","https://openalex.org/W2171279286","https://openalex.org/W2398879410","https://openalex.org/W2904250082","https://openalex.org/W3023540311","https://openalex.org/W6608787117","https://openalex.org/W6692491197"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622","https://openalex.org/W2556532874"],"abstract_inverted_index":{"Collaborative":[0,31],"filtering":[1],"(CF)":[2],"is":[3,23,35],"a":[4,79,122],"major":[5],"technique":[6],"in":[7,27,41,59,70],"recommender":[8],"systems":[9],"to":[10,46,112,130,141],"help":[11],"users":[12],"find":[13],"their":[14],"potentially":[15],"desired":[16],"items.":[17],"Since":[18],"the":[19,47,88,96,160],"data":[20],"sparsity":[21],"problem":[22],"quite":[24],"commonly":[25],"encountered":[26],"real-world":[28],"scenarios,":[29],"Cross-Domain":[30],"Filtering":[32],"(CDCF)":[33],"hence":[34],"becoming":[36],"an":[37],"emerging":[38],"research":[39],"topic":[40],"recent":[42],"years.":[43],"However,":[44],"due":[45],"lack":[48],"of":[49,162],"sufficient":[50],"dense":[51],"explicit":[52,115],"feedbacks":[53,118],"and":[54,102,116,145],"even":[55],"no":[56],"feedback":[57],"available":[58],"users'":[60],"uninvolved":[61],"domains,":[62],"current":[63],"CDCF":[64],"approaches":[65],"may":[66],"not":[67],"perform":[68],"satisfactorily":[69],"user":[71,100,114],"preference":[72],"prediction.":[73],"In":[74,105],"this":[75],"paper,":[76],"we":[77,107,138],"propose":[78],"generalized":[80],"Cross":[81],"Domain":[82],"Triadic":[83],"Factorization":[84],"(CDTF)":[85],"model":[86],"over":[87],"triadic":[89],"relation":[90],"user-item-domain,":[91],"which":[92],"can":[93],"better":[94],"capture":[95],"interactions":[97],"between":[98],"domain-specific":[99],"factors":[101],"item":[103],"factors.":[104],"particular,":[106],"devise":[108],"two":[109,153],"CDTF":[110],"algorithms":[111],"leverage":[113],"implicit":[117],"respectively,":[119],"along":[120],"with":[121,147],"genetic":[123],"algorithm":[124,129],"based":[125],"weight":[126],"parameters":[127],"tuning":[128],"trade":[131],"off":[132],"influence":[133],"among":[134],"domains":[135],"optimally.":[136],"Finally,":[137],"conduct":[139],"experiments":[140],"evaluate":[142],"our":[143,163],"models":[144,150,164],"compare":[146],"other":[148,166],"state-of-the-art":[149],"by":[151],"using":[152],"real":[154],"world":[155],"datasets.":[156],"The":[157],"results":[158],"show":[159],"superiority":[161],"against":[165],"comparative":[167],"models.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":38},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":32},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":20},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}