{"id":"https://openalex.org/W3201617108","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534125","title":"Author Name Disambiguation Using Multiple Graph Attention Networks","display_name":"Author Name Disambiguation Using Multiple Graph Attention Networks","publication_year":2021,"publication_date":"2021-07-18","ids":{"openalex":"https://openalex.org/W3201617108","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534125","mag":"3201617108"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn52387.2021.9534125","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn52387.2021.9534125","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"International Joint Conference on Neural Networks (IJCNN)","issn_l":"2161-4407","issn":["2161-4407"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5100346697","display_name":"Zhiqiang Zhang","orcid":"https://orcid.org/0000-0001-7857-175X","observed_orcids":["https://orcid.org/0000-0001-7857-175X","https://orcid.org/0000-0001-5948-0166"]},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zhang","raw_affiliation_strings":["Zhejiang University of Finance and Economics, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Finance and Economics, Hangzhou, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102143990","display_name":"Chunqi Wu","orcid":"https://orcid.org/0009-0001-3889-608X","observed_orcids":["https://orcid.org/0009-0001-3889-608X"]},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunqi Wu","raw_affiliation_strings":["Zhejiang University of Finance and Economics, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Finance and Economics, Hangzhou, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032277491","display_name":"Zhao Li","orcid":"https://orcid.org/0000-0002-5056-0351","observed_orcids":["https://orcid.org/0000-0002-5056-0351"]},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Li","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103188568","display_name":"Juan\u2010juan Peng","orcid":"https://orcid.org/0000-0002-9529-4800","observed_orcids":["https://orcid.org/0000-0002-9529-4800"]},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juanjuan Peng","raw_affiliation_strings":["Zhejiang University of Finance and Economics, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Finance and Economics, Hangzhou, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091039555","display_name":"Haiyan Wu","orcid":"https://orcid.org/0000-0002-0722-3042","observed_orcids":["https://orcid.org/0000-0002-0722-3042"]},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Wu","raw_affiliation_strings":["Zhejiang University of Finance and Economics, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Finance and Economics, Hangzhou, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005994891","display_name":"Haiyu Song","orcid":"https://orcid.org/0000-0003-4772-2855","observed_orcids":["https://orcid.org/0000-0003-4772-2855"]},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyu Song","raw_affiliation_strings":["Zhejiang University of Finance and Economics, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Finance and Economics, Hangzhou, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066623375","display_name":"Shengchun Deng","orcid":"https://orcid.org/0000-0003-1259-9148","observed_orcids":["https://orcid.org/0000-0003-1259-9148"]},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengchun Deng","raw_affiliation_strings":["Zhejiang University of Finance and Economics, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Finance and Economics, Hangzhou, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100439512","display_name":"Biao Wang","orcid":"https://orcid.org/0000-0003-4656-8278","observed_orcids":["https://orcid.org/0000-0003-4656-8278"]},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Wang","raw_affiliation_strings":["Zhejiang Lab, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3913,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89458955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.5360999703407288,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.5360999703407288,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.2865999937057495,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14330","display_name":"Library Science and Information Systems","score":0.057999998331069946,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/author-name-disambiguation","display_name":"author name disambiguation","score":0.9940000176429749},{"id":"https://openalex.org/keywords/graph-attention-networks","display_name":"graph attention networks","score":0.8669999837875366},{"id":"https://openalex.org/keywords/relational-information","display_name":"relational information","score":0.628000020980835},{"id":"https://openalex.org/keywords/content-information","display_name":"content information","score":0.6690000295639038},{"id":"https://openalex.org/keywords/author-clustering","display_name":"author clustering","score":0.609000027179718},{"id":"https://openalex.org/keywords/bibliographic-metadata","display_name":"bibliographic metadata","score":0.640999972820282}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8343466520309448},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.6896745562553406},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6159443855285645},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5334957242012024},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49448490142822266},{"id":"https://openalex.org/C96711827","wikidata":"https://www.wikidata.org/wiki/Q17012245","display_name":"Entity linking","level":3,"score":0.48428529500961304},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.48012566566467285},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4648379981517792},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.45369628071784973},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4500737488269806},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.42913147807121277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35245466232299805},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2821536958217621},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn52387.2021.9534125","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn52387.2021.9534125","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"International Joint Conference on Neural Networks (IJCNN)","issn_l":"2161-4407","issn":["2161-4407"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2119020829","display_name":"\u9762\u5411\u7535\u5546\u5e73\u53f0\u7684\u6b3a\u8bc8\u7ba1\u63a7\u673a\u5236\u65b9\u6cd5\u53ca\u5176\u5e94\u7528\u7814\u7a76","funder_award_id":"61972336","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2430328673","display_name":null,"funder_award_id":"LY20G010006,LY19F030008","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G281318759","display_name":null,"funder_award_id":"2019YFB1406300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W11298561","https://openalex.org/W1208937987","https://openalex.org/W1490467549","https://openalex.org/W1547705211","https://openalex.org/W1548663377","https://openalex.org/W1614298861","https://openalex.org/W1907949118","https://openalex.org/W1959608418","https://openalex.org/W1975563293","https://openalex.org/W1982678692","https://openalex.org/W2026499502","https://openalex.org/W2042387478","https://openalex.org/W2067030316","https://openalex.org/W2072669000","https://openalex.org/W2091656589","https://openalex.org/W2120623936","https://openalex.org/W2131744502","https://openalex.org/W2145893390","https://openalex.org/W2162337786","https://openalex.org/W2601885645","https://openalex.org/W2621141334","https://openalex.org/W2766453196","https://openalex.org/W2767518867","https://openalex.org/W2809279178","https://openalex.org/W2930944935","https://openalex.org/W2962756421","https://openalex.org/W2970127247","https://openalex.org/W2995801473","https://openalex.org/W2997272275","https://openalex.org/W2999219484","https://openalex.org/W3028772300","https://openalex.org/W3036809675","https://openalex.org/W3123332422","https://openalex.org/W3135008634","https://openalex.org/W6755539384"],"related_works":["https://openalex.org/W2974633336","https://openalex.org/W4407953260","https://openalex.org/W4386445678","https://openalex.org/W3129156980","https://openalex.org/W4320147961","https://openalex.org/W3161226835","https://openalex.org/W3199078577","https://openalex.org/W4220733515","https://openalex.org/W4403541660","https://openalex.org/W7155103181"],"abstract_inverted_index":{"The":[0,138],"ambiguity":[1],"of":[2,17,33,86],"name":[3,22,41,55],"entities":[4],"is":[5,126,144],"a":[6,78,123],"common":[7],"problem":[8],"in":[9,151],"information":[10,51,66,69,85,116],"retrieval,":[11],"which":[12],"leads":[13],"to":[14,39,52,70,110,128],"the":[15,29,40,72,97,135,148],"decline":[16],"retrieval":[18],"quality.":[19],"This":[20],"makes":[21],"disambiguation":[23,42],"particularly":[24],"important.":[25],"In":[26,57],"academic":[27],"field,":[28],"rapidly":[30],"increasing":[31],"large-scale":[32],"publications":[34,87],"has":[35],"imposed":[36],"more":[37],"challenges":[38],"problem.":[43],"Existing":[44],"works":[45],"mainly":[46],"focus":[47],"on":[48,83],"leveraging":[49],"content":[50,65,113],"distinguish":[53],"different":[54],"entities.":[56],"this":[58],"paper,":[59],"we":[60,76,95,105],"consider":[61],"jointly":[62,111],"utilizing":[63],"both":[64,152],"and":[67,92,114,146,154],"relational":[68,115],"disambiguate":[71],"same":[73,136],"name.":[74],"Firstly,":[75],"construct":[77],"Heterogeneous":[79],"Academic":[80],"Network":[81],"based":[82],"meta":[84],"such":[88],"as":[89],"collaborators,":[90],"institutions":[91],"venues.":[93],"Then,":[94],"transform":[96],"network":[98],"into":[99],"separate":[100],"homogeneous":[101],"graphs.":[102],"After":[103],"that,":[104],"propose":[106],"Graph":[107],"Attention":[108],"Networks":[109],"learn":[112],"by":[117],"optimizing":[118],"an":[119],"embedding":[120],"vector.":[121],"Finally,":[122],"clustering":[124],"algorithm":[125],"presented":[127],"gather":[129],"author":[130],"names":[131],"most":[132],"likely":[133],"representing":[134],"person.":[137],"experiments":[139],"show":[140],"that":[141],"our":[142],"method":[143],"effective":[145],"outperforms":[147],"state-of-the-art":[149],"methods":[150],"precision":[153],"recall":[155],"metrics.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2021-09-27T00:00:00"}
