{"id":"https://openalex.org/W2808254354","doi":"https://doi.org/10.24963/ijcai.2018/537","title":"MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation","display_name":"MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2808254354","doi":"https://doi.org/10.24963/ijcai.2018/537","mag":"2808254354"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2018/537","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/537","pdf_url":"https://www.ijcai.org/proceedings/2018/0537.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2018/0537.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036865453","display_name":"Sen Su","orcid":"https://orcid.org/0000-0003-4266-7527"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Su","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318687","display_name":"Li Sun","orcid":"https://orcid.org/0000-0003-4562-2279"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Sun","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101759820","display_name":"Zhongbao Zhang","orcid":"https://orcid.org/0000-0002-3242-150X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongbao Zhang","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357026","display_name":"Gen Li","orcid":"https://orcid.org/0000-0002-3666-3936"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gen Li","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054743888","display_name":"Jielun Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jielun Qu","raw_affiliation_strings":["State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts ands Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3863","last_page":"3869"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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":0.9994999766349792,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9452999830245972,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9361000061035156,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.8465089797973633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7393299341201782},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7011706233024597},{"id":"https://openalex.org/keywords/karush\u2013kuhn\u2013tucker-conditions","display_name":"Karush\u2013Kuhn\u2013Tucker conditions","score":0.6618660688400269},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5762590169906616},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5386142134666443},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4462354779243469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3446459174156189},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3208061456680298},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3138180375099182},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2376222312450409},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1373981237411499}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.8465089797973633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7393299341201782},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7011706233024597},{"id":"https://openalex.org/C50454189","wikidata":"https://www.wikidata.org/wiki/Q2075125","display_name":"Karush\u2013Kuhn\u2013Tucker conditions","level":2,"score":0.6618660688400269},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5762590169906616},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5386142134666443},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4462354779243469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3446459174156189},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3208061456680298},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3138180375099182},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2376222312450409},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1373981237411499},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2018/537","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/537","pdf_url":"https://www.ijcai.org/proceedings/2018/0537.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2018/537","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2018/537","pdf_url":"https://www.ijcai.org/proceedings/2018/0537.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G2886641287","display_name":null,"funder_award_id":"2016QY01W0200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2808254354.pdf","grobid_xml":"https://content.openalex.org/works/W2808254354.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1578087040","https://openalex.org/W1888005072","https://openalex.org/W1980680715","https://openalex.org/W2037261607","https://openalex.org/W2047532797","https://openalex.org/W2154851992","https://openalex.org/W2229285313","https://openalex.org/W2242161203","https://openalex.org/W2295652899","https://openalex.org/W2340622084","https://openalex.org/W2374981910","https://openalex.org/W2387462954","https://openalex.org/W2415243320","https://openalex.org/W2571692900","https://openalex.org/W2572926828","https://openalex.org/W2583803680","https://openalex.org/W2584172938","https://openalex.org/W2598689838","https://openalex.org/W2604942799","https://openalex.org/W2622849676","https://openalex.org/W2661936355","https://openalex.org/W2733511975","https://openalex.org/W2740605635","https://openalex.org/W2962756421","https://openalex.org/W3103995645","https://openalex.org/W3104097132"],"related_works":["https://openalex.org/W3134175397","https://openalex.org/W2807256486","https://openalex.org/W2391309548","https://openalex.org/W2123675486","https://openalex.org/W4313598581","https://openalex.org/W117224218","https://openalex.org/W3038961962","https://openalex.org/W2791039104","https://openalex.org/W3164429027","https://openalex.org/W2950961269"],"abstract_inverted_index":{"Recently,":[0],"reconciling":[1,65],"social":[2,40,67],"networks":[3,68],"receives":[4],"significant":[5],"attention.":[6],"Most":[7],"of":[8],"the":[9,15,34,110],"existing":[10],"studies":[11],"have":[12],"limitations":[13],"in":[14],"following":[16],"three":[17,26],"aspects:":[18],"multiplicity,":[19],"comprehensiveness":[20],"and":[21,32,44,64],"robustness.":[22],"To":[23,77],"address":[24,78],"these":[25],"limitations,":[27],"we":[28,52,81,105],"rethink":[29],"this":[30,50,79,93],"problem":[31,72],"propose":[33],"MASTER":[35,108],"framework,":[36,51],"i.e.,":[37],"across":[38],"Multiple":[39],"networks,":[41],"integrate":[42],"Attribute":[43],"STructure":[45],"Embedding":[46,59],"for":[47],"Reconciliation.":[48],"In":[49],"first":[53],"design":[54,83],"a":[55,74],"novel":[56],"Constrained":[57],"Dual":[58],"model":[60],"by":[61],"simultaneously":[62],"embedding":[63],"multiple":[66],"to":[69,96],"formulate":[70],"our":[71],"into":[73],"unified":[75],"optimization.":[76],"optimization,":[80],"then":[82],"an":[84],"effective":[85],"algorithm":[86,94],"called":[87],"NS-Alternating.":[88],"We":[89],"also":[90],"prove":[91],"that":[92,107],"converges":[95],"KKT":[97],"points.":[98],"Through":[99],"extensive":[100],"experiments":[101],"on":[102],"real-world":[103],"datasets,":[104],"demonstrate":[106],"outperforms":[109],"state-of-the-art":[111],"approaches.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}