{"id":"https://openalex.org/W4385768178","doi":"https://doi.org/10.24963/ijcai.2023/734","title":"Temporal Knowledge Graph Completion: A Survey","display_name":"Temporal Knowledge Graph Completion: A Survey","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385768178","doi":"https://doi.org/10.24963/ijcai.2023/734"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2023/734","doi":"https://doi.org/10.24963/ijcai.2023/734","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/734","pdf_url":"https://www.ijcai.org/proceedings/2023/0734.pdf","source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.ijcai.org/proceedings/2023/0734.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054720605","display_name":"Borui Cai","orcid":"https://orcid.org/0000-0002-1216-5166","observed_orcids":["https://orcid.org/0000-0002-1216-5166"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Borui Cai","raw_affiliation_strings":["Deakin University","School of Information Technology, Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deakin University","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Information Technology, Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120390824","display_name":"Yong Xiang","orcid":"https://orcid.org/0000-0001-5252-0831","observed_orcids":["https://orcid.org/0000-0001-5252-0831","https://orcid.org/0000-0003-3545-7863"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yong Xiang","raw_affiliation_strings":["Deakin University","School of Information Technology, Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deakin University","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Information Technology, Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012293028","display_name":"Longxiang Gao","orcid":"https://orcid.org/0000-0002-3026-7537","observed_orcids":["https://orcid.org/0000-0002-3026-7537"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]},{"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":["AU","CN"],"is_corresponding":false,"raw_author_name":"Longxiang Gao","raw_affiliation_strings":["Qilu University of Technology","School of Information Technology, Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology","institution_ids":["https://openalex.org/I152269853"]},{"raw_affiliation_string":"School of Information Technology, Deakin University","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115076705","display_name":"He Zhang","orcid":"https://orcid.org/0000-0003-2812-2192","observed_orcids":["https://orcid.org/0000-0003-2812-2192"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He Zhang","raw_affiliation_strings":["CNPIEC KEXIN, Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNPIEC KEXIN, Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326021","display_name":"Yunfeng Li","orcid":"https://orcid.org/0000-0002-2750-444X","observed_orcids":["https://orcid.org/0000-0002-2750-444X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yunfeng Li","raw_affiliation_strings":["CNPIEC KEXIN, Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNPIEC KEXIN, Ltd","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100380474","display_name":"Jianxin Li","orcid":"https://orcid.org/0000-0002-9059-330X","observed_orcids":["https://orcid.org/0000-0002-9059-330X","https://orcid.org/0000-0001-5152-0055"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jianxin Li","raw_affiliation_strings":["Deakin University","School of Information Technology, Deakin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deakin University","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of Information Technology, Deakin University","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.5677,"has_fulltext":true,"cited_by_count":166,"citation_normalized_percentile":{"value":0.99496847,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"6545","last_page":"6553"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":1.0,"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":1.0,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.0,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.0,"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/temporal-knowledge-graph-completion","display_name":"temporal knowledge graph completion","score":0.9940000176429749},{"id":"https://openalex.org/keywords/knowledge-graph-completion","display_name":"knowledge graph completion","score":0.9359999895095825},{"id":"https://openalex.org/keywords/missing-link-prediction","display_name":"missing link prediction","score":0.8930000066757202},{"id":"https://openalex.org/keywords/knowledge-graph-evolution","display_name":"knowledge graph evolution","score":0.7699999809265137},{"id":"https://openalex.org/keywords/dynamic-knowledge-graphs","display_name":"dynamic knowledge graphs","score":0.8029999732971191},{"id":"https://openalex.org/keywords/temporal-knowledge-graphs","display_name":"temporal knowledge graphs","score":0.460999995470047}],"concepts":[{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.8207303285598755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7459373474121094},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5520586371421814},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.46660491824150085},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3392395079135895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3390157222747803},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32559511065483093},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.24963/ijcai.2023/734","doi":"https://doi.org/10.24963/ijcai.2023/734","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/734","pdf_url":"https://www.ijcai.org/proceedings/2023/0734.pdf","source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2201.08236","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.08236","pdf_url":"https://arxiv.org/pdf/2201.08236","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:figshare.com:article/24234058","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Temporal_Knowledge_Graph_Completion_A_Survey/24234058","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},{"id":"doi:10.48550/arxiv.2201.08236","doi":"https://doi.org/10.48550/arxiv.2201.08236","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2201.08236","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2023/734","doi":"https://doi.org/10.24963/ijcai.2023/734","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/734","pdf_url":"https://www.ijcai.org/proceedings/2023/0734.pdf","source":{"id":"https://openalex.org/S4306419999","display_name":"International Joint Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1420883908","display_name":"Privacy-Preserving Fog Info System in Infrastructure-Deficient Environments","funder_award_id":"LP190100594","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385768178.pdf","grobid_xml":"https://content.openalex.org/works/W4385768178.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W1959608418","https://openalex.org/W1963826206","https://openalex.org/W2127795553","https://openalex.org/W2128407051","https://openalex.org/W2157331557","https://openalex.org/W2184957013","https://openalex.org/W2258054274","https://openalex.org/W2515822248","https://openalex.org/W2519887557","https://openalex.org/W2584279929","https://openalex.org/W2626778328","https://openalex.org/W2724395316","https://openalex.org/W2759136286","https://openalex.org/W2798864014","https://openalex.org/W2889782235","https://openalex.org/W2890410208","https://openalex.org/W2896457183","https://openalex.org/W2898987665","https://openalex.org/W2905267911","https://openalex.org/W2908230750","https://openalex.org/W2911778742","https://openalex.org/W2941955936","https://openalex.org/W2954554213","https://openalex.org/W2963485453","https://openalex.org/W2963755523","https://openalex.org/W2984134369","https://openalex.org/W2996371683","https://openalex.org/W2998528434","https://openalex.org/W3000172280","https://openalex.org/W3001572532","https://openalex.org/W3006180822","https://openalex.org/W3030364939","https://openalex.org/W3031910664","https://openalex.org/W3080456792","https://openalex.org/W3093847257","https://openalex.org/W3094249659","https://openalex.org/W3097986917","https://openalex.org/W3099150947","https://openalex.org/W3099845049","https://openalex.org/W3100254008","https://openalex.org/W3106953799","https://openalex.org/W3113833844","https://openalex.org/W3114354807","https://openalex.org/W3115318530","https://openalex.org/W3117206239","https://openalex.org/W3120491054","https://openalex.org/W3121980643","https://openalex.org/W3136412255","https://openalex.org/W3152688462","https://openalex.org/W3156393901","https://openalex.org/W3166480893","https://openalex.org/W3167316272","https://openalex.org/W3167985505","https://openalex.org/W3169228325","https://openalex.org/W3174368915","https://openalex.org/W3175289776","https://openalex.org/W3182741322","https://openalex.org/W3187578449","https://openalex.org/W3199561489","https://openalex.org/W3211666987","https://openalex.org/W4226350104","https://openalex.org/W4226406360","https://openalex.org/W4297963447","https://openalex.org/W4310016294","https://openalex.org/W4387101694","https://openalex.org/W4398380195","https://openalex.org/W6755879534","https://openalex.org/W6791858558","https://openalex.org/W6803771590","https://openalex.org/W6863631769","https://openalex.org/W6863994431","https://openalex.org/W6864014924"],"related_works":["https://openalex.org/W7168406218","https://openalex.org/W4385645262","https://openalex.org/W4403074792","https://openalex.org/W4407953291","https://openalex.org/W7034302121","https://openalex.org/W4415209472","https://openalex.org/W4416050648","https://openalex.org/W4401554440","https://openalex.org/W7117480441","https://openalex.org/W4361852575"],"abstract_inverted_index":{"Knowledge":[0],"graph":[1,24,64,81],"completion":[2,65],"(KGC)":[3],"predicts":[4],"missing":[5],"links":[6],"and":[7,117,146],"is":[8,25,134],"crucial":[9],"for":[10,91],"real-life":[11],"knowledge":[12,23,40,63,80],"graphs,":[13],"which":[14],"widely":[15],"suffer":[16],"from":[17],"incompleteness.":[18],"KGC":[19,83],"methods":[20,46,72,84,125],"assume":[21],"a":[22],"static,":[26],"but":[27],"that":[28,82],"may":[29],"lead":[30],"to":[31,86,136],"inaccurate":[32],"prediction":[33,51],"results":[34,52],"because":[35],"many":[36],"facts":[37,133],"in":[38,101],"the":[39,56,75,79,92,98,107,112,129,138,144],"graphs":[41],"change":[42],"over":[43],"time.":[44],"Emerging":[45],"have":[47],"recently":[48],"shown":[49],"improved":[50],"by":[53],"further":[54],"incorporating":[55],"temporal":[57,62,69,130,139],"validity":[58,131],"of":[59,78,109,132,151],"facts;":[60],"namely,":[61],"(TKGC).":[66],"With":[67],"this":[68,89],"information,":[70],"TKGC":[71,102,124],"explicitly":[73],"learn":[74],"dynamic":[76],"evolution":[77],"fail":[85],"capture.":[87],"In":[88],"paper,":[90],"first":[93],"time,":[94],"we":[95,105,121,142],"comprehensively":[96],"summarize":[97,122],"recent":[99],"advances":[100],"research.":[103],"First,":[104],"detail":[106],"background":[108],"TKGC,":[110],"including":[111],"preliminary":[113],"knowledge,":[114],"benchmark":[115],"datasets,":[116],"evaluation":[118],"metrics.":[119],"Then,":[120],"existing":[123],"based":[126],"on":[127],"how":[128],"used":[135],"capture":[137],"dynamics.":[140],"Finally,":[141],"conclude":[143],"paper":[145],"present":[147],"future":[148],"research":[149],"directions":[150],"TKGC.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":43},{"year":2025,"cited_by_count":41},{"year":2024,"cited_by_count":48},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":11}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-08-12T00:00:00"}
