{"id":"https://openalex.org/W4401109566","doi":"https://doi.org/10.1109/tcss.2024.3405999","title":"A Counterfactual Inference-Based Social Network User-Alignment Algorithm","display_name":"A Counterfactual Inference-Based Social Network User-Alignment Algorithm","publication_year":2024,"publication_date":"2024-07-30","ids":{"openalex":"https://openalex.org/W4401109566","doi":"https://doi.org/10.1109/tcss.2024.3405999"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3405999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3405999","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Computational Social Systems","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/A5100727909","display_name":"Ling Xing","orcid":"https://orcid.org/0000-0002-5132-3817"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Xing","raw_affiliation_strings":["College of Information Engineering, Henan University of Science and Technology, Luoyang, China"],"raw_orcid":"https://orcid.org/0000-0002-5132-3817","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024043542","display_name":"Yuanhao Huang","orcid":"https://orcid.org/0000-0002-0147-908X"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanhao Huang","raw_affiliation_strings":["College of Information Engineering, Henan University of Science and Technology, Luoyang, China"],"raw_orcid":"https://orcid.org/0000-0002-0147-908X","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360408","display_name":"Qi Zhang","orcid":"https://orcid.org/0000-0003-0985-9682"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhang","raw_affiliation_strings":["School of Information Engineering, Southwest University of Science and Technology, Mianyang, China"],"raw_orcid":"https://orcid.org/0000-0003-0985-9682","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083466636","display_name":"Honghai Wu","orcid":"https://orcid.org/0000-0003-0209-4488"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghai Wu","raw_affiliation_strings":["College of Information Engineering, Henan University of Science and Technology, Luoyang, China"],"raw_orcid":"https://orcid.org/0000-0003-0209-4488","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004714470","display_name":"Huahong Ma","orcid":"https://orcid.org/0000-0002-0291-3001"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huahong Ma","raw_affiliation_strings":["College of Information Engineering, Henan University of Science and Technology, Luoyang, China"],"raw_orcid":"https://orcid.org/0000-0002-0291-3001","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061731552","display_name":"Xiaohui Zhang","orcid":"https://orcid.org/0000-0002-6785-6546"},"institutions":[{"id":"https://openalex.org/I167383011","display_name":"Henan University of Science and Technology","ror":"https://ror.org/05d80kz58","country_code":"CN","type":"education","lineage":["https://openalex.org/I167383011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Zhang","raw_affiliation_strings":["College of Information Engineering, Henan University of Science and Technology, Luoyang, China"],"raw_orcid":"https://orcid.org/0000-0002-6785-6546","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Henan University of Science and Technology, Luoyang, China","institution_ids":["https://openalex.org/I167383011"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5583,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91398318,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11","issue":"5","first_page":"6939","last_page":"6952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9851999878883362,"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"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9851999878883362,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9804999828338623,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9492999911308289,"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/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.7915136814117432},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7246840000152588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6230071187019348},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49971842765808105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4511609673500061},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4333905279636383},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3494952321052551},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3264957666397095},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1625196635723114},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13522499799728394},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10068994760513306}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.7915136814117432},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7246840000152588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6230071187019348},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49971842765808105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4511609673500061},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4333905279636383},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3494952321052551},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3264957666397095},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1625196635723114},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13522499799728394},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10068994760513306},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3405999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3405999","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G3501274317","display_name":"\u57fa\u4e8e\u8fb9\u7f18\u8ba1\u7b97\u7684\u79fb\u52a8\u89c6\u9891\u6570\u636e\u5378\u8f7d\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62072158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3990701180","display_name":null,"funder_award_id":"62071170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6622925972","display_name":null,"funder_award_id":"62171180","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G81712242","display_name":null,"funder_award_id":"62272146","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1999483928","https://openalex.org/W2048791287","https://openalex.org/W2143891888","https://openalex.org/W2170379762","https://openalex.org/W2639656980","https://openalex.org/W2749920773","https://openalex.org/W2777398797","https://openalex.org/W2788259657","https://openalex.org/W2789410009","https://openalex.org/W2791775067","https://openalex.org/W2793022729","https://openalex.org/W2896367309","https://openalex.org/W2905134100","https://openalex.org/W2921681714","https://openalex.org/W2955710688","https://openalex.org/W2963512530","https://openalex.org/W2972104105","https://openalex.org/W2974364103","https://openalex.org/W2976947635","https://openalex.org/W3000680459","https://openalex.org/W3010556302","https://openalex.org/W3102131509","https://openalex.org/W3106827351","https://openalex.org/W3112788036","https://openalex.org/W3153421894","https://openalex.org/W3160019056","https://openalex.org/W3160625568","https://openalex.org/W3165875863","https://openalex.org/W3190895447","https://openalex.org/W3197527207","https://openalex.org/W3202242108","https://openalex.org/W3209559250","https://openalex.org/W4206723605","https://openalex.org/W4210333648","https://openalex.org/W4226204646","https://openalex.org/W4286361361","https://openalex.org/W4286377421","https://openalex.org/W4289834690","https://openalex.org/W4307303369","https://openalex.org/W4312137475","https://openalex.org/W4316465039","https://openalex.org/W4366772049","https://openalex.org/W4367146727","https://openalex.org/W4385764157","https://openalex.org/W4387717424","https://openalex.org/W4388997985","https://openalex.org/W6760153258","https://openalex.org/W6774828501","https://openalex.org/W6779750827","https://openalex.org/W6783991555","https://openalex.org/W6840498049","https://openalex.org/W6857461658","https://openalex.org/W6941843310"],"related_works":["https://openalex.org/W3201448254","https://openalex.org/W4286970243","https://openalex.org/W2066431708","https://openalex.org/W4384133558","https://openalex.org/W3025615835","https://openalex.org/W173210993","https://openalex.org/W2390660599","https://openalex.org/W3028847759","https://openalex.org/W2393688264","https://openalex.org/W3170174360"],"abstract_inverted_index":{"User":[0],"alignment":[1,31,54,154,175,192,214,232],"refers":[2],"to":[3,50,76,137,204],"linking":[4],"a":[5,62,92,190],"user's":[6],"accounts":[7],"across":[8],"multiple":[9,165],"social":[10,65],"networks,":[11,166],"which":[12,46],"is":[13,89,135,221],"important":[14],"for":[15],"studying":[16],"community":[17],"discovery,":[18],"recommendation":[19],"systems,":[20],"and":[21,43,56,99,114,127,143,155,169,197,234],"other":[22],"related":[23],"fields.":[24],"However,":[25],"existing":[26],"methods":[27,207],"primarily":[28],"perform":[29],"user":[30,34,44,53,72,102,115,125,153,174,191,231],"by":[32],"correlating":[33],"features,":[35],"neglecting":[36],"the":[37,77,132,160,167,173,183,205,218],"causal":[38,108,162],"relationship":[39],"between":[40,110],"network":[41,66,111,133],"topology":[42,112,134],"alignment,":[45],"makes":[47],"it":[48],"challenging":[49],"achieve":[51,212],"superior":[52],"accuracy":[55,168,193,233],"generalization":[57,170,235],"capabilities.":[58],"Therefore,":[59],"we":[60],"propose":[61],"counterfactual":[63,130,144],"inference-based":[64],"user-alignment":[67],"algorithm":[68,227],"(CINUA).":[69],"This":[70,223],"improves":[71],"connection":[73],"retention":[74],"due":[75],"non-Euclidean":[78],"geometric":[79],"characterization":[80],"of":[81,86,172,195],"hyperbolic":[82,93],"spaces.":[83],"The":[84],"similarity":[85],"aligned":[87],"users":[88],"augmented":[90],"using":[91],"graph":[94],"attention":[95],"network.":[96],"User-feature":[97],"embedding":[98],"fusion":[100],"facilitate":[101],"relevance":[103],"mining.":[104],"Furthermore,":[105],"there":[106,120],"are":[107,121,146,177],"relationships":[109],"structure":[113],"linkages.":[116,157],"In":[117,180],"various":[118],"communities,":[119],"some":[122],"highly":[123],"similar":[124],"pairs,":[126],"based":[128,151],"on":[129,152,199,208],"inference,":[131],"adjusted":[136],"enhance":[138],"sample":[139],"diversity.":[140],"Multilevel":[141],"factual":[142],"networks":[145],"constructed":[147],"through":[148],"iterative":[149],"diffusion":[150],"their":[156],"By":[158],"integrating":[159],"users\u2019":[161],"features":[163],"in":[164],"capabilities":[171],"model":[176],"effectively":[178],"improved.":[179],"this":[181],"article,":[182],"experimental":[184],"results":[185,215],"indicate":[186],"that":[187,225],"CINUA":[188,210],"achieves":[189],"improvement":[194],"5.98%":[196],"3.03%,":[198],"two":[200],"datasets":[201],"respectively":[202],"compared":[203],"baseline":[206],"average.":[209],"can":[211,228],"favorable":[213],"even":[216],"when":[217],"training":[219],"dataset":[220],"small.":[222],"demonstrates":[224],"our":[226],"ensure":[229],"both":[230],"capability.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}