{"id":"https://openalex.org/W7126458307","doi":"https://doi.org/10.1007/978-981-95-5722-6_8","title":"KAN-Based Dynamic Relational Meta-learning for\u00a0Few-Shot Knowledge Graph Completion","display_name":"KAN-Based Dynamic Relational Meta-learning for\u00a0Few-Shot Knowledge Graph Completion","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7126458307","doi":"https://doi.org/10.1007/978-981-95-5722-6_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-5722-6_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-5722-6_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5064413361","display_name":"Zhaoan Dong","orcid":"https://orcid.org/0000-0002-9075-3959"},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaoan Dong","raw_affiliation_strings":["Rizhao-Qufu Normal University Joint Technology Transfer Center, Rizhao, 276827, China","School of Computer Science, Qufu Normal University, Rizhao, 276827, China"],"affiliations":[{"raw_affiliation_string":"Rizhao-Qufu Normal University Joint Technology Transfer Center, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070688056","display_name":"Jiachen Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiachen Gong","raw_affiliation_strings":["School of Computer Science, Qufu Normal University, Rizhao, 276827, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124679333","display_name":"Zili Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zili Zhou","raw_affiliation_strings":["School of Cyber Science and Engineering, Qufu Normal University, Qufu, 273165, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Qufu Normal University, Qufu, 273165, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124681589","display_name":"Jing Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Xiong","raw_affiliation_strings":["Rizhao-Qufu Normal University Joint Technology Transfer Center, Rizhao, 276827, China","School of Computer Science, Qufu Normal University, Rizhao, 276827, China"],"affiliations":[{"raw_affiliation_string":"Rizhao-Qufu Normal University Joint Technology Transfer Center, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124608652","display_name":"Zhibin Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibin Liu","raw_affiliation_strings":["Rizhao-Qufu Normal University Joint Technology Transfer Center, Rizhao, 276827, China","School of Computer Science, Qufu Normal University, Rizhao, 276827, China"],"affiliations":[{"raw_affiliation_string":"Rizhao-Qufu Normal University Joint Technology Transfer Center, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124679868","display_name":"Guangshun Li","orcid":null},"institutions":[{"id":"https://openalex.org/I202126657","display_name":"Qufu Normal University","ror":"https://ror.org/03ceheh96","country_code":"CN","type":"education","lineage":["https://openalex.org/I202126657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangshun Li","raw_affiliation_strings":["Rizhao-Qufu Normal University Joint Technology Transfer Center, Rizhao, 276827, China","School of Computer Science, Qufu Normal University, Rizhao, 276827, China"],"affiliations":[{"raw_affiliation_string":"Rizhao-Qufu Normal University Joint Technology Transfer Center, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]},{"raw_affiliation_string":"School of Computer Science, Qufu Normal University, Rizhao, 276827, China","institution_ids":["https://openalex.org/I202126657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064413361"],"corresponding_institution_ids":["https://openalex.org/I202126657"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56879863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9923999905586243,"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":0.9923999905586243,"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":0.0019000000320374966,"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":0.00139999995008111,"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/embedding","display_name":"Embedding","score":0.5760999917984009},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.49230000376701355},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.4503999948501587},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.44119998812675476},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43290001153945923},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.42899999022483826},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41190001368522644},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.396699994802475},{"id":"https://openalex.org/keywords/conceptual-graph","display_name":"Conceptual graph","score":0.38839998841285706}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8476999998092651},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5760999917984009},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.49230000376701355},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48330000042915344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4697999954223633},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.4503999948501587},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.44119998812675476},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43290001153945923},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.42899999022483826},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41190001368522644},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.396699994802475},{"id":"https://openalex.org/C234837","wikidata":"https://www.wikidata.org/wiki/Q1420493","display_name":"Conceptual graph","level":3,"score":0.38839998841285706},{"id":"https://openalex.org/C177877439","wikidata":"https://www.wikidata.org/wiki/Q7604413","display_name":"Statistical relational learning","level":3,"score":0.3878999948501587},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.37720000743865967},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3531999886035919},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35040000081062317},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.3431999981403351},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.34220001101493835},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3041999936103821},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2815000116825104},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2806999981403351},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.2759999930858612},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C40207289","wikidata":"https://www.wikidata.org/wiki/Q755662","display_name":"Relational model","level":3,"score":0.26499998569488525},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C558772884","wikidata":"https://www.wikidata.org/wiki/Q1508564","display_name":"Graph rewriting","level":3,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-5722-6_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-5722-6_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W68132019","https://openalex.org/W2080133951","https://openalex.org/W2889234142","https://openalex.org/W2971167006","https://openalex.org/W2997738974","https://openalex.org/W3100606581","https://openalex.org/W3155775551","https://openalex.org/W3208465763","https://openalex.org/W4225380759","https://openalex.org/W4284672936","https://openalex.org/W4284695140","https://openalex.org/W4323520183"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-07T06:11:34.122080","created_date":"2026-02-02T00:00:00"}