{"id":"https://openalex.org/W2903634148","doi":"https://doi.org/10.1609/aaai.v33i01.33014456","title":"Relation Structure-Aware Heterogeneous Information Network Embedding","display_name":"Relation Structure-Aware Heterogeneous Information Network Embedding","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2903634148","doi":"https://doi.org/10.1609/aaai.v33i01.33014456","mag":"2903634148"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v33i01.33014456","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014456","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/4358/4236","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/AAAI/article/download/4358/4236","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068483851","display_name":"Yuanfu Lu","orcid":"https://orcid.org/0000-0002-5743-3216"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanfu Lu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705849","display_name":"Chuan Shi","orcid":"https://orcid.org/0000-0002-3734-0266"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Shi","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103104726","display_name":"Linmei Hu","orcid":"https://orcid.org/0000-0001-9061-8725"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linmei Hu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100320723","display_name":"Zhiyuan Liu","orcid":"https://orcid.org/0000-0002-7709-2543"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Liu","raw_affiliation_strings":["Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.4123,"has_fulltext":true,"cited_by_count":129,"citation_normalized_percentile":{"value":0.98151426,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"33","issue":"01","first_page":"4456","last_page":"4463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9983999729156494,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9829000234603882,"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"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9070000052452087,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.8452720642089844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7458751797676086},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.7259970903396606},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.6404088139533997},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5775933265686035},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5689056515693665},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.44935864210128784},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.448726087808609},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39129191637039185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.378131628036499},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.083881676197052}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.8452720642089844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7458751797676086},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.7259970903396606},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.6404088139533997},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5775933265686035},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5689056515693665},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.44935864210128784},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.448726087808609},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39129191637039185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.378131628036499},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.083881676197052},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1609/aaai.v33i01.33014456","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014456","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/4358/4236","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:ojs.aaai.org:article/4358","is_oa":false,"landing_page_url":"https://ojs.aaai.org/index.php/AAAI/article/view/4358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2159-5399","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v33i01.33014456","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33014456","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/4358/4236","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3200522107","display_name":null,"funder_award_id":"61702296","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4957550077","display_name":"\u9762\u5411\u793e\u4f1a\u5a92\u4f53\u5927\u6570\u636e\u7684\u5f02\u8d28\u4fe1\u606f\u7f51\u7edc\u5206\u6790\u7684\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61772082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7261837850","display_name":null,"funder_award_id":"2017YFB0803304","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G782794464","display_name":null,"funder_award_id":"61375058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G913074851","display_name":null,"funder_award_id":"61806020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320316083","display_name":"Tencent","ror":"https://ror.org/00hhjss72"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2903634148.pdf","grobid_xml":"https://content.openalex.org/works/W2903634148.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1888005072","https://openalex.org/W1967863517","https://openalex.org/W1973965874","https://openalex.org/W2050239729","https://openalex.org/W2061901927","https://openalex.org/W2062797058","https://openalex.org/W2080996291","https://openalex.org/W2127795553","https://openalex.org/W2145658888","https://openalex.org/W2153579005","https://openalex.org/W2154851992","https://openalex.org/W2268918789","https://openalex.org/W2387462954","https://openalex.org/W2393319904","https://openalex.org/W2415243320","https://openalex.org/W2546547051","https://openalex.org/W2604433096","https://openalex.org/W2759045585","https://openalex.org/W2772021946","https://openalex.org/W2775589622","https://openalex.org/W2808561426","https://openalex.org/W2962975498","https://openalex.org/W2963224980","https://openalex.org/W2963707260","https://openalex.org/W2963919031","https://openalex.org/W3101444938","https://openalex.org/W4294170691","https://openalex.org/W4297571622","https://openalex.org/W6643923413","https://openalex.org/W6670488358","https://openalex.org/W6712081154","https://openalex.org/W6736033323","https://openalex.org/W6745857082","https://openalex.org/W6936242187","https://openalex.org/W6947813435","https://openalex.org/W6947939616","https://openalex.org/W6948116018"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W3111219495","https://openalex.org/W1927327903","https://openalex.org/W1544665982","https://openalex.org/W2022479666","https://openalex.org/W2805504328","https://openalex.org/W2183306018","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W2804364458"],"abstract_inverted_index":{"Heterogeneous":[0,65],"information":[1],"network":[2,44],"(HIN)":[3],"embedding":[4,20],"aims":[5],"to":[6,117],"embed":[7],"multiple":[8],"types":[9],"of":[10,43,54,106,130],"nodes":[11],"into":[12,57,91],"a":[13,61,142],"low-dimensional":[14],"space.":[15],"Although":[16],"most":[17],"existing":[18],"HIN":[19],"methods":[21,161],"consider":[22],"heterogeneous":[23,55,89],"relations":[24,35,56,90],"in":[25,108,141,162],"HINs,":[26],"they":[27],"usually":[28],"employ":[29],"one":[30],"single":[31],"model":[32,69,156],"for":[33],"all":[34],"without":[36],"distinction,":[37],"which":[38,85,122],"inevitably":[39],"restricts":[40],"the":[41,51,73,103,126,131,159],"capability":[42],"embedding.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,80,111,135],"take":[50],"structural":[52],"characteristics":[53,105],"consideration":[58],"and":[59,97,120,128,137,144,170],"propose":[60,112],"novel":[62],"Relation":[63],"structure-aware":[64],"Information":[66],"Network":[67],"Embedding":[68],"(RHINE).":[70],"By":[71],"exploring":[72],"real-world":[74,151],"networks":[75],"with":[76],"thorough":[77],"mathematical":[78],"analysis,":[79],"present":[81],"two":[82,92],"structure-related":[83],"measures":[84],"can":[86,123],"consistently":[87],"distinguish":[88],"categories:":[93],"Affiliation":[94],"Relations":[95,99],"(ARs)":[96],"Interaction":[98],"(IRs).":[100],"To":[101],"respect":[102],"distinctive":[104],"relations,":[107],"our":[109,155],"RHINE,":[110],"different":[113],"models":[114,140],"specifically":[115],"tailored":[116],"handle":[118],"ARs":[119],"IRs,":[121],"better":[124],"capture":[125],"structures":[127],"semantics":[129],"networks.":[132],"At":[133],"last,":[134],"combine":[136],"optimize":[138],"these":[139],"unified":[143],"elegant":[145],"manner.":[146],"Extensive":[147],"experiments":[148],"on":[149],"three":[150],"datasets":[152],"demonstrate":[153],"that":[154],"significantly":[157],"outperforms":[158],"state-of-the-art":[160],"various":[163],"tasks,":[164],"including":[165],"node":[166,171],"clustering,":[167],"link":[168],"prediction,":[169],"classification.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":24},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}