{"id":"https://openalex.org/W3213076957","doi":"https://doi.org/10.1142/s0218194021500509","title":"Embodying the Number of an Entity\u2019s Relations for Knowledge Representation Learning","display_name":"Embodying the Number of an Entity\u2019s Relations for Knowledge Representation Learning","publication_year":2021,"publication_date":"2021-10-01","ids":{"openalex":"https://openalex.org/W3213076957","doi":"https://doi.org/10.1142/s0218194021500509","mag":"3213076957"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194021500509","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5001076414","display_name":"Xinhua Suo","orcid":"https://orcid.org/0000-0001-8141-8430"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhua Suo","raw_affiliation_strings":["School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103098205","display_name":"Bing Guo","orcid":"https://orcid.org/0000-0001-6306-8879"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bing Guo","raw_affiliation_strings":["School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102006215","display_name":"Yan Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Shen","raw_affiliation_strings":["School of Computer Science, Chengdu University of Information Technology, No. 24, Section 1, XueFu Road, Southwest Airport Economic Development Zone, Chengdu, Sichuan 610225, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Chengdu University of Information Technology, No. 24, Section 1, XueFu Road, Southwest Airport Economic Development Zone, Chengdu, Sichuan 610225, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391656","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-5213-8261"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103195525","display_name":"Yaosen Chen","orcid":"https://orcid.org/0000-0002-7212-1755"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaosen Chen","raw_affiliation_strings":["School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103037437","display_name":"Zhen Zhang","orcid":"https://orcid.org/0000-0002-6006-7157"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Zhang","raw_affiliation_strings":["School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, SiChuan University, No. 24, South Section 1, Yihuan Road, ChengDu, SiChuan 610065, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I24185976"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103098205"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":0.223,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.546817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":72},"biblio":{"volume":"31","issue":"10","first_page":"1495","last_page":"1515"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9999,"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":0.9999,"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":0.9988,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9867,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature Learning","score":0.48999825},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.46027303},{"id":"https://openalex.org/keywords/representation","display_name":"Representation","score":0.46017423}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.76440215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7079287},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49634773},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.48999825},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.48132503},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48056796},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.46027303},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46017423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41342953},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3848101},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3295051},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194021500509","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","score":0.72,"id":"https://metadata.un.org/sdg/4"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":22,"referenced_works":["https://openalex.org/W2081580037","https://openalex.org/W2094728533","https://openalex.org/W2526174222","https://openalex.org/W2612690371","https://openalex.org/W2759136286","https://openalex.org/W2808652502","https://openalex.org/W2889583850","https://openalex.org/W2900531459","https://openalex.org/W2964279602","https://openalex.org/W2972535098","https://openalex.org/W2976642873","https://openalex.org/W3003897916","https://openalex.org/W3015158377","https://openalex.org/W3035337174","https://openalex.org/W3081475880","https://openalex.org/W3092621968","https://openalex.org/W3120491054","https://openalex.org/W3128893795","https://openalex.org/W3135266261","https://openalex.org/W3155001903","https://openalex.org/W4205445494","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4288286922","https://openalex.org/W4206547516","https://openalex.org/W4206028705","https://openalex.org/W3200431764","https://openalex.org/W2954554213","https://openalex.org/W2897702399","https://openalex.org/W2883748392","https://openalex.org/W2808284704","https://openalex.org/W2757431232","https://openalex.org/W2604454537"],"abstract_inverted_index":{"Knowledge":[0],"representation":[1,21,32,109],"learning":[2,33,39,110],"(knowledge":[3],"graph":[4,15,54,69],"embedding)":[5],"plays":[6],"a":[7,40,76,106,141,164],"critical":[8],"role":[9],"in":[10,51],"the":[11,28,52,60,85,93,117,126,130,144,152,155,171,175,188,226],"application":[12],"of":[13,27,43,47,78,87,95,116,119,135,143,157],"knowledge":[14,20,31,53,108,197,228],"construction.":[16],"The":[17,217],"multi-source":[18,107],"information":[19,46,83,115,153],"learning,":[22],"which":[23,91,113,147],"is":[24,75,223],"one":[25],"class":[26],"most":[29],"promising":[30],"at":[34],"present,":[35],"mainly":[36],"focuses":[37],"on":[38,154,196,225],"large":[41],"number":[42,86,94,118,156],"useful":[44],"additional":[45],"entities":[48,124],"and":[49,139,207],"relations":[50,90,122],"into":[55,125],"their":[56],"embeddings,":[57],"such":[58,177,192],"as":[59,178,193],"text":[61],"description":[62],"information,":[63,66,68,71],"entity":[64,199,201],"type":[65],"visual":[67],"structure":[70],"etc.":[72],"However,":[73],"there":[74],"kind":[77],"simple":[79],"but":[80],"very":[81],"common":[82],"\u2014":[84],"an":[88,96,120,149,158],"entity\u2019s":[89,97,121,159],"means":[92],"semantic":[98],"types":[99],"has":[100],"been":[101],"ignored.":[102],"This":[103],"work":[104],"proposes":[105],"model":[111,222],"KRL-NER,":[112],"embodies":[114],"between":[123],"entities\u2019":[127],"embeddings":[128],"through":[129],"attention":[131,169],"mechanism.":[132],"Specifically,":[133],"first":[134],"all,":[136],"we":[137,162,184],"design":[138],"construct":[140],"submodel":[142],"KRL-NER":[145],"LearnNER":[146],"learns":[148],"embedding":[150,166,172],"including":[151],"relations;":[160],"then,":[161],"obtain":[163],"new":[165,189],"by":[167,174],"exerting":[168],"onto":[170,187],"learned":[173],"models":[176],"TransE":[179],"with":[180],"this":[181],"embedding;":[182],"finally,":[183],"translate":[185],"based":[186],"embedding.":[190],"Experiments,":[191],"related":[194],"tasks":[195],"graph:":[198],"prediction,":[200],"prediction":[202],"under":[203],"different":[204],"relation":[205],"types,":[206],"triple":[208],"classification,":[209],"are":[210],"carried":[211],"out":[212],"to":[213],"verify":[214],"our":[215,221],"model.":[216],"results":[218],"show":[219],"that":[220],"effective":[224],"large-scale":[227],"graphs,":[229],"e.g.":[230],"FB15K.":[231]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3213076957","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-01-20T08:47:26.774715","created_date":"2021-11-22"}