{"id":"https://openalex.org/W4391235413","doi":"https://doi.org/10.1109/tsmc.2024.3350658","title":"NIE-GCN: Neighbor Item Embedding-Aware Graph Convolutional Network for Recommendation","display_name":"NIE-GCN: Neighbor Item Embedding-Aware Graph Convolutional Network for Recommendation","publication_year":2024,"publication_date":"2024-01-25","ids":{"openalex":"https://openalex.org/W4391235413","doi":"https://doi.org/10.1109/tsmc.2024.3350658"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2024.3350658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3350658","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: 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/A5003533933","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0001-8196-0668"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430650","display_name":"Yiwen Zhang","orcid":"https://orcid.org/0000-0001-8709-1088"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwen Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004530454","display_name":"Dengcheng Yan","orcid":"https://orcid.org/0000-0003-1417-5269"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dengcheng Yan","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023499987","display_name":"Qiang He","orcid":"https://orcid.org/0000-0002-2607-4556"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qiang He","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035343733","display_name":"Yun Yang","orcid":"https://orcid.org/0000-0002-7868-5471"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yun Yang","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003533933"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":25.8161,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.99573381,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"54","issue":"5","first_page":"2810","last_page":"2821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9858999848365784,"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/T12488","display_name":"Mental Health via Writing","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6665302515029907},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5690183639526367},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5083267092704773},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27654534578323364},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.26189446449279785}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6665302515029907},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5690183639526367},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5083267092704773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27654534578323364},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26189446449279785}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2024.3350658","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3350658","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1779138117","display_name":null,"funder_award_id":"62206002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6863073632","display_name":null,"funder_award_id":"2208085QF197","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G7392172767","display_name":null,"funder_award_id":"62272001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8150177081","display_name":null,"funder_award_id":"2208085QF195","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G8845237145","display_name":null,"funder_award_id":"62276146","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/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1486317198","https://openalex.org/W1522301498","https://openalex.org/W1987431925","https://openalex.org/W2042281163","https://openalex.org/W2054141820","https://openalex.org/W2108920354","https://openalex.org/W2116341502","https://openalex.org/W2145360759","https://openalex.org/W2150886314","https://openalex.org/W2295739661","https://openalex.org/W2533779839","https://openalex.org/W2604662567","https://openalex.org/W2605350416","https://openalex.org/W2624407581","https://openalex.org/W2741249238","https://openalex.org/W2761091319","https://openalex.org/W2802187397","https://openalex.org/W2889526258","https://openalex.org/W2945827670","https://openalex.org/W2963085847","https://openalex.org/W2964051675","https://openalex.org/W2964052347","https://openalex.org/W2969915818","https://openalex.org/W2998431760","https://openalex.org/W3035143414","https://openalex.org/W3044311607","https://openalex.org/W3045200674","https://openalex.org/W3097679710","https://openalex.org/W3100278010","https://openalex.org/W3100324210","https://openalex.org/W3153106544","https://openalex.org/W3156861396","https://openalex.org/W3159523266","https://openalex.org/W3170713142","https://openalex.org/W3176074827","https://openalex.org/W3210628790","https://openalex.org/W4212986650","https://openalex.org/W4223969322","https://openalex.org/W4224295683","https://openalex.org/W4225110281","https://openalex.org/W4249267926","https://openalex.org/W4284704639","https://openalex.org/W4311057500","https://openalex.org/W4384642367","https://openalex.org/W4385245566","https://openalex.org/W6631190155","https://openalex.org/W6631943919","https://openalex.org/W6680830989","https://openalex.org/W6726873649","https://openalex.org/W6738964360","https://openalex.org/W6760001035"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2081900870","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Graph":[0],"convolutional":[1,24,82],"networks":[2],"(GCNs)GCN":[3],"have":[4],"been":[5],"widely":[6],"used":[7],"to":[8,87,107,128,140],"learn":[9,28],"high-quality":[10],"representations":[11],"(a.k.a.":[12],"embeddings)":[13],"from":[14],"multiorder":[15],"neighbors":[16],"in":[17,33,61,124],"recommendation":[18,163],"tasks.":[19],"However,":[20],"many":[21],"existing":[22],"graph":[23,38,81],"network":[25,83],"(GCN)-based":[26],"methods":[27],"user":[29,67,96,98,109,181],"and":[30,50,68,102,111,177,183],"item":[31,79],"embeddings":[32,110],"the":[34,41,45,63,113,130,147,155,175],"user\u2013item":[35,135],"interaction":[36,136],"bipartite":[37,46,137],"indistinguishably,":[39],"ignoring":[40],"inherent":[42],"heterogeneity":[43,133],"of":[44,56,115,132,134,179],"graph,":[47],"i.e.,":[48],"users":[49],"items":[51],"are":[52],"two":[53],"distinct":[54],"types":[55],"entities.":[57],"This":[58],"article":[59],"explores":[60],"depth":[62],"high-order":[64],"connections":[65],"for":[66],"his":[69],"(her)":[70],"neighbor":[71,78,117],"items.":[72],"We":[73],"propose":[74],"an":[75,125],"innovative":[76],"model,":[77],"embedding-aware":[80],"(NIE-GCN).":[84],"As":[85],"opposed":[86],"previous":[88],"GCN-based":[89],"approaches,":[90],"NIE-GCN":[91,149],"employs":[92],"a":[93,103],"novel":[94],"dual":[95,180],"aggregationdual":[97],"aggregation":[99],"(DUA)":[100],"scheme":[101],"neighbor-aware":[104,184],"attention":[105,185],"mechanism":[106],"construct":[108],"distinguish":[112],"contribution":[114],"different":[116],"nodes.":[118],"In":[119],"addition,":[120],"we":[121],"propagate":[122],"information":[123],"alternating":[126],"manner":[127],"eliminate":[129],"effects":[131],"graph.":[138],"According":[139],"detailed":[141],"experiments":[142],"on":[143,154],"three":[144],"large-scale":[145],"datasets,":[146],"proposed":[148],"significantly":[150],"outperforms":[151],"state-of-the-art":[152],"approaches":[153],"Top-":[156],"<inline-formula":[157],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[158],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[159],"<tex-math":[160],"notation=\"LaTeX\">$N$</tex-math>":[161],"</inline-formula>":[162],"task":[164],"while":[165],"reducing":[166],"model":[167],"parameters":[168],"by":[169],"about":[170],"half.":[171],"Further":[172],"analyses":[173],"show":[174],"effectiveness":[176],"rationality":[178],"aggregationDUA":[182],"mechanism.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":6}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}