{"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","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":null,"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"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2023/0734.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054720605","display_name":"Borui Cai","orcid":"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":true,"raw_author_name":"Borui Cai","raw_affiliation_strings":["Deakin University","School of Information Technology, Deakin University"],"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"},"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"],"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"},"institutions":[{"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"]},{"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","CN"],"is_corresponding":false,"raw_author_name":"Longxiang Gao","raw_affiliation_strings":["Qilu University of Technology","School of Information Technology, Deakin University"],"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"},"institutions":[{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Zhang","raw_affiliation_strings":["CNPIEC KEXIN LTD","CNPIEC KEXIN, Ltd"],"affiliations":[{"raw_affiliation_string":"CNPIEC KEXIN LTD","institution_ids":["https://openalex.org/I98227222"]},{"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"},"institutions":[{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfeng Li","raw_affiliation_strings":["CNPIEC KEXIN LTD","CNPIEC KEXIN, Ltd"],"affiliations":[{"raw_affiliation_string":"CNPIEC KEXIN LTD","institution_ids":["https://openalex.org/I98227222"]},{"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"},"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"],"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":6,"corresponding_author_ids":["https://openalex.org/A5054720605"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":12.7893,"has_fulltext":true,"cited_by_count":82,"citation_normalized_percentile":{"value":0.99108238,"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/T10028","display_name":"Topic Modeling","score":0.9943000078201294,"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":0.9896000027656555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.8207303285598755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7459373474121094},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5520586371421814},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.46660491824150085},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3392395079135895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3390157222747803},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32559511065483093}],"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":1,"locations":[{"id":"doi: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":null,"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"}],"best_oa_location":{"id":"doi: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":null,"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":[],"awards":[{"id":"https://openalex.org/G1420883908","display_name":null,"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":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385768178.pdf"},"referenced_works_count":77,"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/W2584279929","https://openalex.org/W2724395316","https://openalex.org/W2759136286","https://openalex.org/W2768762802","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/W2962948632","https://openalex.org/W2963485453","https://openalex.org/W2963755523","https://openalex.org/W2964015378","https://openalex.org/W2984134369","https://openalex.org/W2996371683","https://openalex.org/W2998528434","https://openalex.org/W3000172280","https://openalex.org/W3003897916","https://openalex.org/W3006180822","https://openalex.org/W3030364939","https://openalex.org/W3080456792","https://openalex.org/W3092145314","https://openalex.org/W3092578447","https://openalex.org/W3093847257","https://openalex.org/W3097986917","https://openalex.org/W3099150947","https://openalex.org/W3099845049","https://openalex.org/W3100254008","https://openalex.org/W3106844781","https://openalex.org/W3106953799","https://openalex.org/W3112653331","https://openalex.org/W3113833844","https://openalex.org/W3114354807","https://openalex.org/W3115318530","https://openalex.org/W3117206239","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/W4200631190","https://openalex.org/W4226350104","https://openalex.org/W4287634871","https://openalex.org/W4297963447","https://openalex.org/W4309086727","https://openalex.org/W4310016294","https://openalex.org/W4385245566","https://openalex.org/W4398380195","https://openalex.org/W6750650156","https://openalex.org/W6755879534","https://openalex.org/W6787429675","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/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W4230315250"],"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":4},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":8}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
