{"id":"https://openalex.org/W4410891683","doi":"https://doi.org/10.1145/3737880","title":"DisambiguART: A Neural-based Inference Model for Knowledge Graph Disambiguation","display_name":"DisambiguART: A Neural-based Inference Model for Knowledge Graph Disambiguation","publication_year":2025,"publication_date":"2025-05-30","ids":{"openalex":"https://openalex.org/W4410891683","doi":"https://doi.org/10.1145/3737880"},"language":"en","primary_location":{"id":"doi:10.1145/3737880","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3737880","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/10218","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062773086","display_name":"Budhitama Subagdja","orcid":"https://orcid.org/0000-0001-9774-0264"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Budhitama Subagdja","raw_affiliation_strings":["School of Computing and Information Systems, Singapore Management University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9774-0264","affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089566882","display_name":"D. Shanthoshigaa","orcid":null},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"D. Shanthoshigaa","raw_affiliation_strings":["School of Computing and Information Systems, Singapore Management University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4022-2607","affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004167801","display_name":"Ah\u2010Hwee Tan","orcid":"https://orcid.org/0000-0003-0378-4069"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ah-Hwee Tan","raw_affiliation_strings":["School of Computing and Information Systems, Singapore Management University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-0378-4069","affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062773086"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":1.9057,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87477071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"19","issue":"6","first_page":"1","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9922000169754028,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.991599977016449,"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/inference","display_name":"Inference","score":0.6931675672531128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6562689542770386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5710105895996094},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5048118829727173},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.44703614711761475},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4184949994087219},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3349689841270447},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3267890214920044},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17470872402191162}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6931675672531128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6562689542770386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5710105895996094},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5048118829727173},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.44703614711761475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4184949994087219},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3349689841270447},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3267890214920044},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17470872402191162}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3737880","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3737880","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-11218","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/10218","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/37378","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-11218","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/10218","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/37378","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1518186130","https://openalex.org/W1549099081","https://openalex.org/W1888005072","https://openalex.org/W2089467986","https://openalex.org/W2101019073","https://openalex.org/W2103829364","https://openalex.org/W2119018096","https://openalex.org/W2127289991","https://openalex.org/W2129558264","https://openalex.org/W2131140847","https://openalex.org/W2131187256","https://openalex.org/W2154851992","https://openalex.org/W2184957013","https://openalex.org/W2283196293","https://openalex.org/W2514852614","https://openalex.org/W2604950572","https://openalex.org/W2677572839","https://openalex.org/W2809279178","https://openalex.org/W2903963001","https://openalex.org/W2912500072","https://openalex.org/W2962756421","https://openalex.org/W2971898177","https://openalex.org/W2976161557","https://openalex.org/W2986486878","https://openalex.org/W2997272275","https://openalex.org/W3032005113","https://openalex.org/W3037880158","https://openalex.org/W3091209862","https://openalex.org/W3104097132","https://openalex.org/W3136516979","https://openalex.org/W3147562045","https://openalex.org/W3167128805","https://openalex.org/W3170193776","https://openalex.org/W3184246408","https://openalex.org/W3189082834","https://openalex.org/W3204787163","https://openalex.org/W3209593320","https://openalex.org/W4200329746","https://openalex.org/W4206445139","https://openalex.org/W4283032233","https://openalex.org/W4283791844","https://openalex.org/W4284883988","https://openalex.org/W4285147815","https://openalex.org/W4285217945","https://openalex.org/W4383604692","https://openalex.org/W4390880258","https://openalex.org/W4393074151"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W4321636575","https://openalex.org/W2741131631","https://openalex.org/W2045526782","https://openalex.org/W4405841813","https://openalex.org/W2156919374","https://openalex.org/W1483472507","https://openalex.org/W1984019423"],"abstract_inverted_index":{"One":[0],"main":[1],"challenge":[2],"in":[3,17,90,98,174,187],"constructing":[4],"a":[5,78,91],"Knowledge":[6],"Graph":[7],"(KG)":[8],"is":[9,83,165],"to":[10,32,109,131,148,158],"deal":[11],"with":[12,23,44],"ambiguity.":[13],"Specifically,":[14],"an":[15,42],"entity":[16,43,171],"the":[18,39,45,66,70,111,122,136,154,159,168,191,198],"graph":[19,137],"can":[20,72],"be":[21,38,73],"assigned":[22],"multiple":[24],"meanings":[25,35],"while":[26],"two":[27],"or":[28],"more":[29],"entities":[30,64,117,151],"considered":[31],"have":[33],"different":[34],"may":[36,48],"actually":[37],"same.":[40],"Assigning":[41],"correct":[46,155],"meaning":[47,156],"involve":[49],"re-evaluation":[50],"of":[51,125,142,170,195],"its":[52],"relevant":[53,112],"contexts.":[54],"This":[55],"costly":[56],"operation":[57],"typically":[58],"involves":[59],"searching":[60],"for":[61,95],"other":[62,101],"similar":[63,150],"within":[65],"KG":[67],"such":[68],"that":[69,104],"context":[71],"determined.":[74],"In":[75],"this":[76],"article,":[77],"new":[79],"model":[80],"called":[81],"DisambiguART":[82,120,196],"proposed":[84,163],"leveraging":[85],"multi-channel":[86,126],"matching":[87,147],"and":[88,145,152,181,183,193],"inference":[89],"self-organizing":[92],"neural":[93],"network":[94],"sense":[96,172],"disambiguation":[97,102,173,186],"KGs.":[99],"Unlike":[100],"methods":[103],"rely":[105],"on":[106,167],"representation":[107,138],"learning":[108],"identify":[110],"contexts":[113],"whereby":[114],"similarities":[115],"among":[116],"are":[118],"learned,":[119],"extends":[121],"working":[123],"principle":[124],"Adaptive":[127],"Resonance":[128],"Theory":[129],"(ART)":[130],"conduct":[132],"inferences":[133],"directly":[134],"over":[135],"through":[139],"bi-directional":[140],"interactions":[141],"bottom-up":[143],"activations":[144],"top-down":[146],"find":[149],"select":[153],"according":[157],"right":[160],"context.":[161],"The":[162],"method":[164],"evaluated":[166],"tasks":[169],"three":[175],"domain":[176],"KGs":[177],"(jet":[178],"engine,":[179],"biomedical,":[180],"kinship)":[182],"author":[184],"name":[185],"bibliographic":[188],"KGs,":[189],"demonstrating":[190],"effectiveness":[192],"efficiency":[194],"against":[197],"state-of-the-art":[199],"methods.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
