{"id":"https://openalex.org/W4400111732","doi":"https://doi.org/10.1109/tpami.2024.3417451","title":"A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal","display_name":"A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal","publication_year":2024,"publication_date":"2024-06-28","ids":{"openalex":"https://openalex.org/W4400111732","doi":"https://doi.org/10.1109/tpami.2024.3417451","pmid":"https://pubmed.ncbi.nlm.nih.gov/38941209"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2024.3417451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3417451","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5009525613","display_name":"Ke Liang","orcid":"https://orcid.org/0000-0002-4837-455X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Liang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017200032","display_name":"Lingyuan Meng","orcid":"https://orcid.org/0000-0002-2489-573X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyuan Meng","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457574","display_name":"Meng Liu","orcid":"https://orcid.org/0000-0003-3900-4204"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Liu","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320103","display_name":"Yue Liu","orcid":"https://orcid.org/0000-0002-9894-0062"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Liu","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085607536","display_name":"Wenxuan Tu","orcid":"https://orcid.org/0000-0002-1353-2968"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxuan Tu","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656645","display_name":"Siwei Wang","orcid":"https://orcid.org/0000-0001-9517-262X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siwei Wang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032131582","display_name":"Sihang Zhou","orcid":"https://orcid.org/0000-0003-1491-4594"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sihang Zhou","raw_affiliation_strings":["College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101727888","display_name":"Xinwang Liu","orcid":"https://orcid.org/0000-0001-9066-1475"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwang Liu","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055546056","display_name":"Fuchun Sun","orcid":"https://orcid.org/0000-0003-3546-6305"},"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":"Fuchun Sun","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027802880","display_name":"Kunlun He","orcid":"https://orcid.org/0000-0002-3335-5700"},"institutions":[{"id":"https://openalex.org/I2802939634","display_name":"Chinese PLA General Hospital","ror":"https://ror.org/04gw3ra78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802939634"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunlun He","raw_affiliation_strings":["Medical Big Data Research Center, Chinese PLA General Hospital, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Medical Big Data Research Center, Chinese PLA General Hospital, Beijing, China","institution_ids":["https://openalex.org/I2802939634"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5009525613"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":63.5585,"has_fulltext":false,"cited_by_count":191,"citation_normalized_percentile":{"value":0.99938548,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"46","issue":"12","first_page":"9456","last_page":"9478"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9932000041007996,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9932000041007996,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9858999848365784,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/computer-science","display_name":"Computer science","score":0.6813695430755615},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6721553802490234},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5784753561019897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.405647873878479},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.31499266624450684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6813695430755615},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6721553802490234},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5784753561019897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.405647873878479},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31499266624450684},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2024.3417451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3417451","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:38941209","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38941209","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2455478723","display_name":null,"funder_award_id":"62276271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5729763073","display_name":null,"funder_award_id":"62325604","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":328,"referenced_works":["https://openalex.org/W68132019","https://openalex.org/W175897666","https://openalex.org/W322090650","https://openalex.org/W589246141","https://openalex.org/W1531725372","https://openalex.org/W1533230146","https://openalex.org/W2029249040","https://openalex.org/W2064675550","https://openalex.org/W2073587810","https://openalex.org/W2089150756","https://openalex.org/W2101848544","https://openalex.org/W2125027602","https://openalex.org/W2126316555","https://openalex.org/W2147693208","https://openalex.org/W2151502664","https://openalex.org/W2157272674","https://openalex.org/W2184957013","https://openalex.org/W2250184916","https://openalex.org/W2250342289","https://openalex.org/W2250376704","https://openalex.org/W2283196293","https://openalex.org/W2303427901","https://openalex.org/W2433281745","https://openalex.org/W2499696929","https://openalex.org/W2500036977","https://openalex.org/W2509893387","https://openalex.org/W2526174222","https://openalex.org/W2541678333","https://openalex.org/W2556343638","https://openalex.org/W2560920409","https://openalex.org/W2561529111","https://openalex.org/W2563063592","https://openalex.org/W2565516711","https://openalex.org/W2604314403","https://openalex.org/W2621051920","https://openalex.org/W2728059831","https://openalex.org/W2735585131","https://openalex.org/W2759136286","https://openalex.org/W2762569911","https://openalex.org/W2774837955","https://openalex.org/W2807480793","https://openalex.org/W2808908091","https://openalex.org/W2888572441","https://openalex.org/W2889344053","https://openalex.org/W2889782235","https://openalex.org/W2890216969","https://openalex.org/W2890410208","https://openalex.org/W2891112820","https://openalex.org/W2897586972","https://openalex.org/W2907492528","https://openalex.org/W2907510403","https://openalex.org/W2913866716","https://openalex.org/W2914592219","https://openalex.org/W2946476638","https://openalex.org/W2949311246","https://openalex.org/W2949972983","https://openalex.org/W2950393809","https://openalex.org/W2951105272","https://openalex.org/W2962869320","https://openalex.org/W2962886429","https://openalex.org/W2962949934","https://openalex.org/W2963041663","https://openalex.org/W2963101081","https://openalex.org/W2963203544","https://openalex.org/W2963359213","https://openalex.org/W2963469133","https://openalex.org/W2963477107","https://openalex.org/W2963571857","https://openalex.org/W2963606508","https://openalex.org/W2963608065","https://openalex.org/W2963870853","https://openalex.org/W2964072618","https://openalex.org/W2964152081","https://openalex.org/W2965597639","https://openalex.org/W2966317026","https://openalex.org/W2966366134","https://openalex.org/W2968124245","https://openalex.org/W2969876226","https://openalex.org/W2970231061","https://openalex.org/W2970485665","https://openalex.org/W2974737854","https://openalex.org/W2977897270","https://openalex.org/W2979129662","https://openalex.org/W2981175810","https://openalex.org/W2984134369","https://openalex.org/W2986068433","https://openalex.org/W2996899616","https://openalex.org/W2997837621","https://openalex.org/W2997897037","https://openalex.org/W2998313947","https://openalex.org/W2998528434","https://openalex.org/W3000670742","https://openalex.org/W3003265726","https://openalex.org/W3003760334","https://openalex.org/W3006624114","https://openalex.org/W3012664577","https://openalex.org/W3013346131","https://openalex.org/W3020759564","https://openalex.org/W3021815340","https://openalex.org/W3078516413","https://openalex.org/W3087020912","https://openalex.org/W3087818399","https://openalex.org/W3089555680","https://openalex.org/W3090449556","https://openalex.org/W3093922720","https://openalex.org/W3094233825","https://openalex.org/W3097986917","https://openalex.org/W3099150947","https://openalex.org/W3099387504","https://openalex.org/W3099836348","https://openalex.org/W3099845049","https://openalex.org/W3100187427","https://openalex.org/W3100254008","https://openalex.org/W3100366369","https://openalex.org/W3101611558","https://openalex.org/W3102903061","https://openalex.org/W3103296573","https://openalex.org/W3103651098","https://openalex.org/W3106378800","https://openalex.org/W3106844781","https://openalex.org/W3113170987","https://openalex.org/W3115318530","https://openalex.org/W3116637551","https://openalex.org/W3117206239","https://openalex.org/W3128695267","https://openalex.org/W3137492414","https://openalex.org/W3151929433","https://openalex.org/W3152688462","https://openalex.org/W3152893301","https://openalex.org/W3155355417","https://openalex.org/W3156393901","https://openalex.org/W3157651462","https://openalex.org/W3157999218","https://openalex.org/W3158766660","https://openalex.org/W3164786495","https://openalex.org/W3165439069","https://openalex.org/W3166480893","https://openalex.org/W3167316272","https://openalex.org/W3168997536","https://openalex.org/W3169228325","https://openalex.org/W3171266048","https://openalex.org/W3172335055","https://openalex.org/W3174206097","https://openalex.org/W3174368915","https://openalex.org/W3174905206","https://openalex.org/W3175405178","https://openalex.org/W3175989614","https://openalex.org/W3177331119","https://openalex.org/W3182741322","https://openalex.org/W3187578449","https://openalex.org/W3188263062","https://openalex.org/W3190620190","https://openalex.org/W3190867660","https://openalex.org/W3196669501","https://openalex.org/W3199561489","https://openalex.org/W3202813375","https://openalex.org/W3205738455","https://openalex.org/W3207311065","https://openalex.org/W3208102670","https://openalex.org/W3210759373","https://openalex.org/W3211666987","https://openalex.org/W3212526230","https://openalex.org/W3213646008","https://openalex.org/W3215349798","https://openalex.org/W3215602957","https://openalex.org/W4206568858","https://openalex.org/W4206911143","https://openalex.org/W4213163981","https://openalex.org/W4213273382","https://openalex.org/W4221126228","https://openalex.org/W4221152087","https://openalex.org/W4221152659","https://openalex.org/W4221155360","https://openalex.org/W4221161137","https://openalex.org/W4224134764","https://openalex.org/W4224317449","https://openalex.org/W4226108537","https://openalex.org/W4226138157","https://openalex.org/W4226185279","https://openalex.org/W4226350104","https://openalex.org/W4226372634","https://openalex.org/W4229024390","https://openalex.org/W4245798716","https://openalex.org/W4252707176","https://openalex.org/W4281683709","https://openalex.org/W4283730841","https://openalex.org/W4283793506","https://openalex.org/W4284713043","https://openalex.org/W4285140697","https://openalex.org/W4285224608","https://openalex.org/W4285600519","https://openalex.org/W4285600843","https://openalex.org/W4285605599","https://openalex.org/W4287854428","https://openalex.org/W4288102844","https://openalex.org/W4290875596","https://openalex.org/W4290875677","https://openalex.org/W4296550470","https://openalex.org/W4304091767","https://openalex.org/W4304099316","https://openalex.org/W4306317064","https://openalex.org/W4306317226","https://openalex.org/W4306317492","https://openalex.org/W4309729081","https://openalex.org/W4312044727","https://openalex.org/W4353007065","https://openalex.org/W4367367040","https://openalex.org/W4375868922","https://openalex.org/W4376226279","https://openalex.org/W4380303532","https://openalex.org/W4382239895","https://openalex.org/W4383860769","https://openalex.org/W4384659456","https://openalex.org/W4385245566","https://openalex.org/W4385270279","https://openalex.org/W4385270329","https://openalex.org/W4385270408","https://openalex.org/W4385270435","https://openalex.org/W4385285758","https://openalex.org/W4385567920","https://openalex.org/W4385570368","https://openalex.org/W4385573405","https://openalex.org/W4385573535","https://openalex.org/W4385573706","https://openalex.org/W4385574100","https://openalex.org/W4385574358","https://openalex.org/W4385763801","https://openalex.org/W4385768178","https://openalex.org/W4385988359","https://openalex.org/W4386071659","https://openalex.org/W4387846519","https://openalex.org/W4387846664","https://openalex.org/W4387847131","https://openalex.org/W4388192595","https://openalex.org/W4388544049","https://openalex.org/W4390692489","https://openalex.org/W4391128826","https://openalex.org/W4391547592","https://openalex.org/W4391988923","https://openalex.org/W4393147681","https://openalex.org/W4393153498","https://openalex.org/W4393153918","https://openalex.org/W4393156494","https://openalex.org/W4393156643","https://openalex.org/W4393159838","https://openalex.org/W4393160302","https://openalex.org/W4393405428","https://openalex.org/W4395443419","https://openalex.org/W4396722842","https://openalex.org/W4396753382","https://openalex.org/W4400910165","https://openalex.org/W6604546890","https://openalex.org/W6608344535","https://openalex.org/W6622957738","https://openalex.org/W6631964550","https://openalex.org/W6678830454","https://openalex.org/W6678846912","https://openalex.org/W6690457987","https://openalex.org/W6691327844","https://openalex.org/W6697905027","https://openalex.org/W6718112784","https://openalex.org/W6729076348","https://openalex.org/W6732313702","https://openalex.org/W6732486904","https://openalex.org/W6737547214","https://openalex.org/W6738238320","https://openalex.org/W6739733045","https://openalex.org/W6740570033","https://openalex.org/W6743315502","https://openalex.org/W6745779156","https://openalex.org/W6747772516","https://openalex.org/W6751956929","https://openalex.org/W6754615649","https://openalex.org/W6757831817","https://openalex.org/W6761502468","https://openalex.org/W6761783306","https://openalex.org/W6762819970","https://openalex.org/W6764644601","https://openalex.org/W6767211374","https://openalex.org/W6767279747","https://openalex.org/W6767364878","https://openalex.org/W6767535812","https://openalex.org/W6768179412","https://openalex.org/W6769589523","https://openalex.org/W6771485939","https://openalex.org/W6771929373","https://openalex.org/W6772016510","https://openalex.org/W6772377222","https://openalex.org/W6773885729","https://openalex.org/W6775385057","https://openalex.org/W6776488958","https://openalex.org/W6778883912","https://openalex.org/W6779408555","https://openalex.org/W6779507396","https://openalex.org/W6779667438","https://openalex.org/W6780896692","https://openalex.org/W6784083454","https://openalex.org/W6784898386","https://openalex.org/W6788834500","https://openalex.org/W6791353385","https://openalex.org/W6797333116","https://openalex.org/W6797530811","https://openalex.org/W6802902962","https://openalex.org/W6803181629","https://openalex.org/W6809646742","https://openalex.org/W6810153753","https://openalex.org/W6810231620","https://openalex.org/W6811119882","https://openalex.org/W6838288372","https://openalex.org/W6839493773","https://openalex.org/W6842849153","https://openalex.org/W6843296393","https://openalex.org/W6845952779","https://openalex.org/W6846004768","https://openalex.org/W6846262470","https://openalex.org/W6846306129","https://openalex.org/W6846416904","https://openalex.org/W6846509546","https://openalex.org/W6846557391","https://openalex.org/W6850416332","https://openalex.org/W6851576934","https://openalex.org/W6852060543","https://openalex.org/W6852940810","https://openalex.org/W6854694182","https://openalex.org/W6861303969","https://openalex.org/W6863118296","https://openalex.org/W6863656999","https://openalex.org/W6864682241"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Knowledge":[0],"graph":[1,53,129],"reasoning":[2,130],"(KGR),":[3],"aiming":[4],"to":[5,31,51,87,100,134,138,179],"deduce":[6],"new":[7],"facts":[8,11],"from":[9,132],"existing":[10,55],"based":[12,146],"on":[13,80,147],"mined":[14],"logic":[15],"rules":[16],"underlying":[17],"knowledge":[18,128],"graphs":[19],"(KGs),":[20],"has":[21,28],"become":[22],"a":[23,124],"fast-growing":[24],"research":[25],"direction.":[26,117],"It":[27],"been":[29],"proven":[30],"significantly":[32],"benefit":[33],"the":[34,52,89,120,142,160,174,181],"usage":[35],"of":[36],"KGs":[37],"in":[38,75,114],"many":[39],"AI":[40],"applications,":[41],"such":[42],"as":[43,162,164],"question":[44],"answering,":[45],"recommendation":[46],"systems,":[47],"and":[48,70,83,91,98,106,111,136,154,157,168,176],"etc.":[49],"According":[50],"types,":[54],"KGR":[56],"models":[57,113,143],"can":[58],"be":[59],"roughly":[60],"divided":[61],"into":[62],"three":[63],"categories,":[64],"i.e.,":[65,150],"static":[66,81,133],"models,":[67,69],"temporal":[68,90,135],"multi-modal":[71,92,139],"models.":[72],"Early":[73],"works":[74,85],"this":[76,115],"domain":[77],"mainly":[78],"focus":[79],"KGR,":[82],"recent":[84],"try":[86],"leverage":[88],"information,":[93],"which":[94],"are":[95,144,166],"more":[96],"practical":[97],"closer":[99],"real-world.":[101],"However,":[102],"no":[103],"survey":[104,126],"papers":[105],"open-source":[107],"repositories":[108],"comprehensively":[109],"summarize":[110],"discuss":[112],"important":[116],"To":[118],"fill":[119],"gap,":[121],"we":[122,171],"conduct":[123],"first":[125],"for":[127],"tracing":[131],"then":[137],"KGs.":[140],"Concretely,":[141],"reviewed":[145],"bi-level":[148],"taxonomy,":[149],"top-level":[151],"(graph":[152],"types)":[153],"base-level":[155],"(techniques":[156],"scenarios).":[158],"Besides,":[159],"performances,":[161],"well":[163],"datasets,":[165],"summarized":[167],"presented.":[169],"Moreover,":[170],"point":[172],"out":[173],"challenges":[175],"potential":[177],"opportunities":[178],"enlighten":[180],"readers.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":30},{"year":2025,"cited_by_count":113},{"year":2024,"cited_by_count":45},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
