{"id":"https://openalex.org/W4322730971","doi":"https://doi.org/10.1109/tkde.2023.3238993","title":"Semi-Supervised Entity Alignment With Global Alignment and Local Information Aggregation","display_name":"Semi-Supervised Entity Alignment With Global Alignment and Local Information Aggregation","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4322730971","doi":"https://doi.org/10.1109/tkde.2023.3238993"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2023.3238993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3238993","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"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 Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","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/A5100402639","display_name":"Xuefeng Zhang","orcid":"https://orcid.org/0000-0002-2604-1885"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuefeng Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027015677","display_name":"Richong Zhang","orcid":"https://orcid.org/0000-0002-1207-0300"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Richong Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China","Zhongguancun Laboratory, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Zhongguancun Laboratory, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006061735","display_name":"Junfan Chen","orcid":"https://orcid.org/0000-0001-6807-0089"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfan Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050044292","display_name":"Jae\u2010In Kim","orcid":"https://orcid.org/0000-0003-0813-8808"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jaein Kim","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004793184","display_name":"Yongyi Mao","orcid":"https://orcid.org/0000-0001-5298-5778"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yongyi Mao","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100402639"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":2.0948,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89236904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"35","issue":"10","first_page":"10464","last_page":"10477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998999834060669,"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":0.9998999834060669,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8472461700439453},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.718561053276062},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5193720459938049},{"id":"https://openalex.org/keywords/forcing","display_name":"Forcing (mathematics)","score":0.4630911648273468},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4180380702018738},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40113258361816406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33818769454956055},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3241896629333496},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08282071352005005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8472461700439453},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.718561053276062},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5193720459938049},{"id":"https://openalex.org/C197115733","wikidata":"https://www.wikidata.org/wiki/Q1003136","display_name":"Forcing (mathematics)","level":2,"score":0.4630911648273468},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4180380702018738},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40113258361816406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33818769454956055},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3241896629333496},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08282071352005005},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2023.3238993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3238993","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326978","display_name":"State Key Laboratory of Software Development Environment","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1552847225","https://openalex.org/W1597082186","https://openalex.org/W2022166150","https://openalex.org/W2056124433","https://openalex.org/W2058036501","https://openalex.org/W2080133951","https://openalex.org/W2094728533","https://openalex.org/W2104690989","https://openalex.org/W2114538147","https://openalex.org/W2154738076","https://openalex.org/W2164508904","https://openalex.org/W2391555403","https://openalex.org/W2551361256","https://openalex.org/W2741750617","https://openalex.org/W2767719399","https://openalex.org/W2793022729","https://openalex.org/W2808284704","https://openalex.org/W2888657195","https://openalex.org/W2890187992","https://openalex.org/W2903963001","https://openalex.org/W2949700412","https://openalex.org/W2949775279","https://openalex.org/W2953054275","https://openalex.org/W2962810718","https://openalex.org/W2962916648","https://openalex.org/W2964418074","https://openalex.org/W2964855489","https://openalex.org/W2991343701","https://openalex.org/W2997062749","https://openalex.org/W3030216914","https://openalex.org/W3030734823","https://openalex.org/W3034521981","https://openalex.org/W3034906292","https://openalex.org/W3035191547","https://openalex.org/W3089874281","https://openalex.org/W3098038527","https://openalex.org/W3100487472","https://openalex.org/W3111851097","https://openalex.org/W4292794811","https://openalex.org/W6678830454","https://openalex.org/W6713239684","https://openalex.org/W6726873649","https://openalex.org/W6731581786","https://openalex.org/W6731785350","https://openalex.org/W6762003241","https://openalex.org/W6762867004","https://openalex.org/W6765510844","https://openalex.org/W6774637898"],"related_works":["https://openalex.org/W2486541857","https://openalex.org/W4234886518","https://openalex.org/W2971214053","https://openalex.org/W2389591058","https://openalex.org/W2382112581","https://openalex.org/W3124036233","https://openalex.org/W4229787472","https://openalex.org/W2108840191","https://openalex.org/W2021517900","https://openalex.org/W2949231297"],"abstract_inverted_index":{"Entity":[0],"alignment":[1,27,145],"is":[2,71],"a":[3,84],"vital":[4],"task":[5],"in":[6,113],"knowledge":[7,16,101],"fusion,":[8],"which":[9],"aims":[10],"to":[11,35,103,121],"align":[12],"entities":[13,70,112],"from":[14,63,136],"different":[15],"graphs":[17,102,115],"and":[18,33,59,89,126],"merge":[19],"them":[20],"into":[21],"one":[22],"single":[23],"graph.":[24],"Existing":[25],"entity":[26,57,107,130],"models":[28,48],"focus":[29],"on":[30,51,142],"local":[31,134],"features":[32,98,120],"try":[34],"minimize":[36],"the":[37,52,60,64,77,100,111,114,129,137,149,152],"distance":[38],"between":[39],"pairs":[40,58],"of":[41,54,68,79,151],"pre-aligned":[42,56],"entities.":[43],"Despite":[44],"their":[45,118],"success,":[46],"these":[47],"heavily":[49],"rely":[50],"number":[53],"existing":[55,80],"topology":[61],"information":[62,135],"rest":[65],"large":[66],"set":[67],"unaligned":[69],"still":[72],"largely":[73],"unexplored.":[74],"To":[75],"overcome":[76],"limitation":[78],"models,":[81],"we":[82],"propose":[83],"model,":[85],"termed":[86],"Global":[87],"Alignment":[88],"Local":[90],"Information":[91],"Aggregation,":[92],"or":[93],"GALA.":[94],"GALA":[95],"constructs":[96],"global":[97,119],"for":[99],"be":[104],"aligned":[105],"using":[106],"embeddings.":[108],"It":[109],"aligns":[110],"by":[116,132],"forcing":[117],"match":[122],"with":[123],"each":[124],"other":[125,138],"progressively":[127],"updating":[128],"embeddings":[131],"aggregating":[133],"network.":[139],"Empirical":[140],"studies":[141],"commonly-used":[143],"KG":[144],"data":[146],"sets":[147],"confirm":[148],"effectiveness":[150],"proposed":[153],"model.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
