{"id":"https://openalex.org/W3171651191","doi":"https://doi.org/10.1109/cscwd49262.2021.9437876","title":"Incorporating Attributes Semantics into Knowledge Graph Embeddings","display_name":"Incorporating Attributes Semantics into Knowledge Graph Embeddings","publication_year":2021,"publication_date":"2021-05-05","ids":{"openalex":"https://openalex.org/W3171651191","doi":"https://doi.org/10.1109/cscwd49262.2021.9437876","mag":"3171651191"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd49262.2021.9437876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd49262.2021.9437876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5100443407","display_name":"Mingyang Li","orcid":"https://orcid.org/0000-0001-8927-6406"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingyang Li","raw_affiliation_strings":["State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China","State Key Laboratory of Information Security, Institute of Information Engineering, CAS, School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210156404"]},{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, CAS, School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072074260","display_name":"Neng Gao","orcid":"https://orcid.org/0000-0002-0870-5692"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Neng Gao","raw_affiliation_strings":["State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086465211","display_name":"Chenyang Tu","orcid":"https://orcid.org/0000-0003-2130-0531"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Tu","raw_affiliation_strings":["State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101753145","display_name":"Peng Jia","orcid":"https://orcid.org/0000-0002-6687-0346"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Peng","raw_affiliation_strings":["State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210156404"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100719013","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-0188-1394"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Li","raw_affiliation_strings":["State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China","State Key Laboratory of Information Security, Institute of Information Engineering, CAS, School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210156404"]},{"raw_affiliation_string":"State Key Laboratory of Information Security, Institute of Information Engineering, CAS, School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100443407"],"corresponding_institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61892557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"620","last_page":"625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9884999990463257,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9603000283241272,"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":0.6870387196540833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6541563272476196},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.627090334892273},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.623672604560852},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.6029772162437439},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.47742804884910583},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.4738210439682007},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3783756494522095}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6870387196540833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6541563272476196},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.627090334892273},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.623672604560852},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.6029772162437439},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47742804884910583},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4738210439682007},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3783756494522095},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd49262.2021.9437876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd49262.2021.9437876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W205829674","https://openalex.org/W804133461","https://openalex.org/W1522301498","https://openalex.org/W1533230146","https://openalex.org/W1552847225","https://openalex.org/W2094728533","https://openalex.org/W2127795553","https://openalex.org/W2131744502","https://openalex.org/W2250184916","https://openalex.org/W2283196293","https://openalex.org/W2432356473","https://openalex.org/W2499696929","https://openalex.org/W2526174222","https://openalex.org/W2728059831","https://openalex.org/W2754524185","https://openalex.org/W2774837955","https://openalex.org/W2903963001","https://openalex.org/W2963606508","https://openalex.org/W2964121744","https://openalex.org/W2964263523","https://openalex.org/W2980763157","https://openalex.org/W2981957344","https://openalex.org/W3094537309","https://openalex.org/W4232932184","https://openalex.org/W4300645216","https://openalex.org/W6631190155","https://openalex.org/W6631964550","https://openalex.org/W6633136396","https://openalex.org/W6679775712","https://openalex.org/W6717622092","https://openalex.org/W6740216407","https://openalex.org/W6747874077"],"related_works":["https://openalex.org/W2604454537","https://openalex.org/W2808284704","https://openalex.org/W2883748392","https://openalex.org/W2897702399","https://openalex.org/W4206028705","https://openalex.org/W2757431232","https://openalex.org/W2954554213","https://openalex.org/W3200431764","https://openalex.org/W4288286922","https://openalex.org/W4206547516"],"abstract_inverted_index":{"More":[0],"and":[1,31,113,152,172],"more":[2,137],"work":[3],"has":[4],"focused":[5],"on":[6],"incorporating":[7],"different":[8,124],"kinds":[9],"of":[10,19,54,63,69,78,91,120,140],"literals":[11,23,30,55,70,122],"into":[12,105],"Knowledge":[13],"Graph":[14],"to":[15,39,101,169],"promote":[16],"the":[17,40,52,58,67,76,118],"performance":[18],"knowledge":[20,106],"embedding.":[21],"These":[22,34],"contain":[24],"numeric":[25,47,121],"literals,":[26,28,48],"text":[27],"image":[29],"so":[32],"on.":[33],"additional":[35],"descriptions":[36],"are":[37],"connected":[38],"entities":[41],"through":[42],"certain":[43],"attributes.":[44],"To":[45],"incorporate":[46,102],"some":[49],"methods":[50,74,100],"combine":[51],"embeddings":[53,62,108,119],"part":[56,60],"with":[57,117],"traditional":[59],"-":[61],"entities.":[64],"However,":[65],"in":[66,189],"construction":[68],"embeddings,":[71],"these":[72,79],"existing":[73],"consider":[75],"differences":[77],"attributes:":[80],"one":[81,84],"dimension":[82],"represents":[83],"attribute.":[85],"But":[86],"they":[87,164],"ignore":[88],"semantic":[89],"meanings":[90],"attributes":[92,103,141],"themselves.":[93],"In":[94,143,176],"this":[95],"paper,":[96],"we":[97,154,179],"propose":[98],"two":[99,110,148],"semantics":[104],"graph":[107],"from":[109],"perspectives:":[111],"LiteralEAN":[112],"literalE-AT.":[114],"They":[115],"concatenate":[116],"by":[123],"ways.":[125],"Furthermore,":[126],"their":[127,186],"extension":[128],"model":[129],"LiteralE-C":[130],"is":[131],"also":[132],"proposed":[133],"as":[134],"having":[135],"a":[136],"comprehensive":[138],"representation":[139],"semantics.":[142],"an":[144,166],"empirical":[145],"study":[146],"over":[147],"standard":[149],"datasets":[150],"FB15k":[151],"FB15k-237,":[153],"evaluate":[155],"our":[156],"models":[157,182],"for":[158],"link":[159],"prediction.":[160],"We":[161],"demonstrate":[162],"that":[163],"show":[165],"effective":[167],"way":[168],"improve":[170],"LiteralE":[171],"achieve":[173],"state-of-the-art":[174],"results.":[175],"ablation":[177],"experiments,":[178],"find":[180],"combined":[181],"do":[183],"better":[184],"than":[185],"singular":[187],"counterparts":[188],"most":[190],"cases.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}