{"id":"https://openalex.org/W4414359232","doi":"https://doi.org/10.24963/ijcai.2025/1197","title":"A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions","display_name":"A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414359232","doi":"https://doi.org/10.24963/ijcai.2025/1197"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/1197","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ro.ecu.edu.au/ecuworks2022-2026/7179","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112118860","display_name":"Zihan Yang","orcid":"https://orcid.org/0000-0002-5993-9042"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Zihan Yang","raw_affiliation_strings":["University of Melbourne","University of Southern Queensland,"],"affiliations":[{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"University of Southern Queensland,","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065941595","display_name":"Xiaohui Tao","orcid":"https://orcid.org/0000-0002-0020-077X"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaohui Tao","raw_affiliation_strings":["University of Southern Queensland"],"affiliations":[{"raw_affiliation_string":"University of Southern Queensland","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051414197","display_name":"Taotao Cai","orcid":"https://orcid.org/0000-0002-3624-6120"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Taotao Cai","raw_affiliation_strings":["University of Southern Queensland"],"affiliations":[{"raw_affiliation_string":"University of Southern Queensland","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029806456","display_name":"Yifu Tang","orcid":"https://orcid.org/0000-0002-2498-8418"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yifu Tang","raw_affiliation_strings":["Swinburne University of Technology"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110524955","display_name":"Haoran Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I165488957","display_name":"Lingnan University","ror":"https://ror.org/0563pg902","country_code":"HK","type":"education","lineage":["https://openalex.org/I165488957"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Haoran Xie","raw_affiliation_strings":["Lingnan University"],"affiliations":[{"raw_affiliation_string":"Lingnan University","institution_ids":["https://openalex.org/I165488957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412815","display_name":"Lin Li","orcid":"https://orcid.org/0000-0001-7553-6916"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Li","raw_affiliation_strings":["Wuhan University of Technology"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Technology","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380463","display_name":"Jianxin Li","orcid":"https://orcid.org/0000-0001-5152-0055"},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jianxin Li","raw_affiliation_strings":["Edith Cowan University"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404176","display_name":"Qing Li","orcid":"https://orcid.org/0000-0003-3370-471X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qing Li","raw_affiliation_strings":["The Hong Kong Polytechnic University"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5112118860"],"corresponding_institution_ids":["https://openalex.org/I165779595","https://openalex.org/I185523456"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13929626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10788","last_page":"10796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9811999797821045,"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":0.9811999797821045,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9591000080108643,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9556000232696533,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/typology","display_name":"Typology","score":0.4627000093460083},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.40299999713897705},{"id":"https://openalex.org/keywords/knowledge-creation","display_name":"Knowledge creation","score":0.34549999237060547},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.29649999737739563},{"id":"https://openalex.org/keywords/consolidation","display_name":"Consolidation (business)","score":0.287200003862381},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.2808000147342682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5752999782562256},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5430999994277954},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5407000184059143},{"id":"https://openalex.org/C75795011","wikidata":"https://www.wikidata.org/wiki/Q917904","display_name":"Typology","level":2,"score":0.4627000093460083},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.40549999475479126},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.40299999713897705},{"id":"https://openalex.org/C2986750623","wikidata":"https://www.wikidata.org/wiki/Q830170","display_name":"Knowledge creation","level":3,"score":0.34549999237060547},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C2776014549","wikidata":"https://www.wikidata.org/wiki/Q3050847","display_name":"Consolidation (business)","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27869999408721924},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.2718000113964081},{"id":"https://openalex.org/C56289545","wikidata":"https://www.wikidata.org/wiki/Q6423376","display_name":"Knowledge integration","level":3,"score":0.26510000228881836},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2025/1197","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/1197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:ro.ecu.edu.au:ecuworks2022-2026-8179","is_oa":true,"landing_page_url":"https://ro.ecu.edu.au/ecuworks2022-2026/7179","pdf_url":null,"source":{"id":"https://openalex.org/S2765015692","display_name":"Australasian Journal of Paramedicine","issn_l":"2202-7270","issn":["2202-7270"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research outputs 2022 to 2026","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:ro.ecu.edu.au:ecuworks2022-2026-8179","is_oa":true,"landing_page_url":"https://ro.ecu.edu.au/ecuworks2022-2026/7179","pdf_url":null,"source":{"id":"https://openalex.org/S2765015692","display_name":"Australasian Journal of Paramedicine","issn_l":"2202-7270","issn":["2202-7270"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Research outputs 2022 to 2026","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Knowledge":[0,25],"Graphs":[1,26],"(KGs)":[2],"have":[3],"revolutionized":[4],"structured":[5],"knowledge":[6,74,149],"representation,":[7,72],"yet":[8],"their":[9],"capacity":[10],"to":[11,105],"model":[12],"real-world":[13,157],"complexity":[14],"and":[15,73,94,120,153],"heterogeneity":[16],"remains":[17],"fundamentally":[18],"constrained.":[19],"The":[20,55],"emerging":[21],"paradigm":[22],"of":[23,47,59],"Multi-View":[24],"(MVKGs)":[27],"addresses":[28],"this":[29,125],"gap":[30],"through":[31],"multi-view":[32],"learning,":[33],"but":[34],"existing":[35],"research":[36],"lacks":[37],"systematic":[38,45],"integration.":[39],"This":[40],"survey":[41,126],"provides":[42],"the":[43,144],"first":[44,56],"consolidation":[46],"MVKG":[48,103,122],"methodologies,":[49],"with":[50],"four":[51,68],"pivotal":[52],"contributions:":[53],"1)":[54],"unified":[57],"taxonomy":[58],"view":[60,66,83],"generation":[61],"paradigms":[62],"that":[63,85,100],"rigorously":[64],"categorizes":[65],"into":[67],"types:":[69],"structure,":[70],"semantic,":[71],"&":[75],"modality;":[76],"2)":[77],"A":[78,110],"novel":[79],"methodological":[80],"typology":[81],"for":[82,131,146],"fusion":[84,90],"systematically":[86],"classifies":[87],"techniques":[88],"by":[89],"targets":[91],"(feature,":[92],"decision,":[93],"hybrid);":[95],"3)":[96],"Task-centric":[97],"application":[98],"mapping":[99],"bridges":[101],"theoretical":[102],"constructs":[104],"node/link/graph-level":[106],"downstream":[107],"tasks;":[108],"4)":[109],"forward-looking":[111],"roadmap":[112,130],"identifying":[113],"underexplored":[114],"challenges.":[115],"By":[116],"unifying":[117],"fragmented":[118],"methodologies":[119],"formalizing":[121],"design":[123],"principles,":[124],"serves":[127],"as":[128],"a":[129],"advancing":[132],"KG":[133],"versatility":[134],"in":[135,156],"complex":[136],"AI-driven":[137],"scenarios.":[138],"In":[139],"doing":[140],"so,":[141],"it":[142],"paves":[143],"way":[145],"more":[147],"efficient":[148],"integration,":[150],"enhanced":[151],"decision-making,":[152],"cross-domain":[154],"learning":[155],"applications.":[158]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}