{"id":"https://openalex.org/W4399745176","doi":"https://doi.org/10.1145/3673244","title":"Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation","display_name":"Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation","publication_year":2024,"publication_date":"2024-06-17","ids":{"openalex":"https://openalex.org/W4399745176","doi":"https://doi.org/10.1145/3673244"},"language":"en","primary_location":{"id":"doi:10.1145/3673244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673244","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673244","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3673244","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068843001","display_name":"Zhiyong Cheng","orcid":"https://orcid.org/0000-0003-1109-5028"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyong Cheng","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102996994","display_name":"Jianhua Dong","orcid":"https://orcid.org/0009-0001-7044-0760"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Dong","raw_affiliation_strings":["Shandong Artificial Intelligence Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"affiliations":[{"raw_affiliation_string":"Shandong Artificial Intelligence Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015170265","display_name":"Fan Liu","orcid":"https://orcid.org/0000-0002-4547-3982"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fan Liu","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108048954","display_name":"Lei Zhu","orcid":"https://orcid.org/0000-0002-2993-7142"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhu","raw_affiliation_strings":["School of Electronic and Information Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034737032","display_name":"Xun Yang","orcid":"https://orcid.org/0000-0003-0201-1638"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Yang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology, Hefei, China and Hefei Comprehensive National Science Center, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology, Hefei, China and Hefei Comprehensive National Science Center, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068843001"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":11.8961,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.98446871,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"2","issue":"4","first_page":"1","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6387487649917603},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5592656135559082},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.524848222732544},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36032330989837646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21187305450439453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6387487649917603},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5592656135559082},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.524848222732544},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36032330989837646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21187305450439453},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3673244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673244","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673244","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3673244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673244","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673244","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G53792924","display_name":null,"funder_award_id":"U22A2094, 62272254, and 7218810","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399745176.pdf"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W178169250","https://openalex.org/W1806220264","https://openalex.org/W1902027874","https://openalex.org/W2023205960","https://openalex.org/W2042281163","https://openalex.org/W2047109571","https://openalex.org/W2054141820","https://openalex.org/W2064754513","https://openalex.org/W2101409192","https://openalex.org/W2117420919","https://openalex.org/W2137245235","https://openalex.org/W2145979309","https://openalex.org/W2475334473","https://openalex.org/W2517217469","https://openalex.org/W2602753196","https://openalex.org/W2602856279","https://openalex.org/W2605350416","https://openalex.org/W2753738274","https://openalex.org/W2788893025","https://openalex.org/W2795397937","https://openalex.org/W2893359107","https://openalex.org/W2945827670","https://openalex.org/W2963323306","https://openalex.org/W2969960436","https://openalex.org/W2971187489","https://openalex.org/W2982298563","https://openalex.org/W3035287707","https://openalex.org/W3035669589","https://openalex.org/W3044311607","https://openalex.org/W3045200674","https://openalex.org/W3099790621","https://openalex.org/W3100278010","https://openalex.org/W3100324210","https://openalex.org/W3100592176","https://openalex.org/W3106063097","https://openalex.org/W3106867121","https://openalex.org/W3177890934","https://openalex.org/W3209185641","https://openalex.org/W3211143493","https://openalex.org/W4212931205","https://openalex.org/W4224952158","https://openalex.org/W4224983022","https://openalex.org/W4246297465","https://openalex.org/W4281961763","https://openalex.org/W4284704639","https://openalex.org/W4285288414","https://openalex.org/W4290943470","https://openalex.org/W4302359265","https://openalex.org/W4312583258","https://openalex.org/W4315977496","https://openalex.org/W4321479942","https://openalex.org/W4324359913","https://openalex.org/W4361230837","https://openalex.org/W4366590125","https://openalex.org/W4372279027","https://openalex.org/W4376163514","https://openalex.org/W4378771633","https://openalex.org/W4379012237","https://openalex.org/W4382396965","https://openalex.org/W4385637124","https://openalex.org/W4385750174","https://openalex.org/W6680451568","https://openalex.org/W6785467350"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Multi-behavioral":[0],"recommender":[1],"systems":[2],"have":[3],"emerged":[4],"as":[5,50],"a":[6,97,123],"solution":[7],"to":[8,26,37,60,107,203,209],"address":[9],"data":[10],"sparsity":[11],"and":[12,35,82,113,132,156,193],"cold-start":[13],"issues":[14],"by":[15,74],"incorporating":[16],"auxiliary":[17],"behaviors":[18,34],"alongside":[19],"target":[20],"behaviors.":[21,44,134],"However,":[22],"existing":[23],"models":[24,65],"struggle":[25],"accurately":[27],"capture":[28],"varying":[29],"user":[30,46,71,112,131,140,155,169],"preferences":[31,42,73,141,170],"across":[32,130],"different":[33,143],"fail":[36],"account":[38],"for":[39,79,142,160,171],"diverse":[40],"item":[41,114,133,144,157],"within":[43,111,146],"Various":[45],"preference":[47,164],"factors":[48,110,145],"(such":[49],"price":[51],"or":[52],"quality)":[53],"entangled":[54],"in":[55],"the":[56,67,90,179],"behavior":[57],"may":[58],"lead":[59],"sub-optimization":[61],"problems.":[62],"Furthermore,":[63,135],"these":[64,86],"overlook":[66],"personalized":[68,127],"nature":[69],"of":[70,175,181,191],"behavioral":[72],"employing":[75],"uniform":[76],"transformation":[77,129],"networks":[78],"all":[80],"users":[81],"items.":[83,172],"To":[84],"tackle":[85],"challenges,":[87],"we":[88,153],"propose":[89],"Disentangled":[91],"Cascaded":[92],"Graph":[93],"Convolutional":[94],"Network":[95],"(Disen-CGCN),":[96],"novel":[98],"multi-behavior":[99],"recommendation":[100],"model.":[101],"Disen-CGCN":[102,182],"employs":[103],"disentangled":[104],"representation":[105],"techniques":[106],"effectively":[108,204],"separate":[109],"representations,":[115],"ensuring":[116],"their":[117],"independence.":[118],"In":[119],"addition,":[120],"it":[121],"incorporates":[122],"multi-behavioral":[124,206],"meta-network,":[125],"enabling":[126],"feature":[128],"an":[136,187],"attention":[137,151],"mechanism":[138],"captures":[139],"each":[147,161],"behavior.":[148],"By":[149],"leveraging":[150],"weights,":[152],"aggregate":[154],"embeddings":[158],"separately":[159],"behavior,":[162],"computing":[163],"scores":[165],"that":[166],"predict":[167],"overall":[168],"Our":[173],"evaluation":[174],"benchmark":[176],"datasets":[177],"demonstrates":[178],"superiority":[180],"over":[183],"state-of-the-art":[184],"models,":[185],"showcasing":[186],"average":[188],"performance":[189],"improvement":[190],"7.07%":[192],"9.00%":[194],"on":[195],"respective":[196],"datasets.":[197],"These":[198],"results":[199],"highlight":[200],"Disen-CGCN\u2019s":[201],"ability":[202],"leverage":[205],"data,":[207],"leading":[208],"more":[210],"accurate":[211],"recommendations.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}