{"id":"https://openalex.org/W2556297151","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737834","title":"Enhancing cross domain recommendation with domain dependent tags","display_name":"Enhancing cross domain recommendation with domain dependent tags","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2556297151","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737834","mag":"2556297151"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2016.7737834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.lib.uts.edu.au/bitstream/10453/63807/4/Enhancing%2bCross%2bDomain%2bRecommendation%2bwith%2bDomain%2bDependent%2bTags-final%2bversion.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101460572","display_name":"Hao Peng","orcid":"https://orcid.org/0000-0001-9558-4691"},"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":"Peng Hao","raw_affiliation_strings":["Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062192039","display_name":"Guangquan Zhang","orcid":"https://orcid.org/0000-0003-3960-0583"},"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":"Guangquan Zhang","raw_affiliation_strings":["Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100675577","display_name":"Jie L\u00fc","orcid":"https://orcid.org/0000-0003-0690-4732"},"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":"Jie Lu","raw_affiliation_strings":["Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1266","last_page":"1273"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9815000295639038,"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":0.9797000288963318,"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":0.6468254327774048},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6377251148223877},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08505034446716309}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6468254327774048},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6377251148223877},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08505034446716309},{"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/fuzz-ieee.2016.7737834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/63807","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/63807","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/63807/4/Enhancing%2bCross%2bDomain%2bRecommendation%2bwith%2bDomain%2bDependent%2bTags-final%2bversion.pdf","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":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/63807","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/63807","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/63807/4/Enhancing%2bCross%2bDomain%2bRecommendation%2bwith%2bDomain%2bDependent%2bTags-final%2bversion.pdf","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2745183886","display_name":"Fuzzy Transfer Learning for Prediction in Data-Shortage and Rapidly-Changing Environments","funder_award_id":"DP140101366","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2556297151.pdf","grobid_xml":"https://content.openalex.org/works/W2556297151.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W51058713","https://openalex.org/W143867266","https://openalex.org/W1502375784","https://openalex.org/W1832221731","https://openalex.org/W1968130046","https://openalex.org/W1986614398","https://openalex.org/W1994576156","https://openalex.org/W1996283866","https://openalex.org/W2008886893","https://openalex.org/W2026969803","https://openalex.org/W2030808931","https://openalex.org/W2036542275","https://openalex.org/W2042281163","https://openalex.org/W2083876623","https://openalex.org/W2085937320","https://openalex.org/W2099242680","https://openalex.org/W2118338035","https://openalex.org/W2119103182","https://openalex.org/W2153353890","https://openalex.org/W2162299733","https://openalex.org/W2165698076","https://openalex.org/W2183517875","https://openalex.org/W2341865734","https://openalex.org/W4232980324","https://openalex.org/W4247445178","https://openalex.org/W6602096608","https://openalex.org/W6605917969","https://openalex.org/W6629940606"],"related_works":["https://openalex.org/W2623347760","https://openalex.org/W3034138874","https://openalex.org/W1864954421","https://openalex.org/W2362192218","https://openalex.org/W1991466308","https://openalex.org/W2801011252","https://openalex.org/W1571048958","https://openalex.org/W1525691822","https://openalex.org/W2909026411","https://openalex.org/W2783242910"],"abstract_inverted_index":{"One":[0],"challenge":[1],"in":[2,27,41,70,106],"recommender":[3],"system":[4],"is":[5,34,49,73],"to":[6,19,35,51,76,100],"deal":[7],"with":[8,81,122],"data":[9,69,138],"sparsity.":[10],"To":[11],"handle":[12],"this":[13,85],"issue,":[14],"social":[15],"tags":[16,38,80,109],"are":[17],"utilized":[18],"bring":[20],"disjoint":[21],"domains":[22],"together":[23],"for":[24],"knowledge":[25],"transfer":[26],"cross-domain":[28],"recommendation.":[29],"The":[30],"most":[31],"intuitive":[32],"way":[33],"use":[36],"common":[37,63,79],"that":[39,133],"present":[40],"both":[42],"source":[43,82],"and":[44,120,125,140],"target":[45,71],"domains.":[46],"However,":[47],"it":[48],"difficult":[50],"obtain":[52],"a":[53,59,89],"strong":[54],"domain":[55,72,107,127],"connection":[56],"by":[57],"exploiting":[58],"small":[60],"amount":[61],"of":[62],"tags,":[64],"especially":[65],"when":[66],"the":[67,102,130],"tagging":[68],"too":[74],"scarce":[75],"share":[77],"enough":[78],"domain.":[83],"In":[84],"paper":[86],"we":[87],"propose":[88],"novel":[90],"framework,":[91],"called":[92],"Enhanced":[93],"Tag-induced":[94],"Cross":[95],"Domain":[96],"Collaborative":[97],"Filtering":[98],"(ETagiCDCF),":[99],"integrate":[101],"rich":[103],"information":[104],"contained":[105],"dependent":[108],"into":[110],"recommendation":[111,128,142],"procedure.":[112],"We":[113],"perform":[114],"experiments":[115],"on":[116],"two":[117],"public":[118],"datasets":[119],"compare":[121],"several":[123],"single":[124],"cross":[126],"approaches,":[129],"results":[131],"demonstrate":[132],"ETagiCDCF":[134],"can":[135],"effectively":[136],"address":[137],"sparseness":[139],"improve":[141],"performance.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}