{"id":"https://openalex.org/W4224311143","doi":"https://doi.org/10.3390/e24040495","title":"A Multiple Salient Features-Based User Identification across Social Media","display_name":"A Multiple Salient Features-Based User Identification across Social Media","publication_year":2022,"publication_date":"2022-04-01","ids":{"openalex":"https://openalex.org/W4224311143","doi":"https://doi.org/10.3390/e24040495","pmid":"https://pubmed.ncbi.nlm.nih.gov/35455158"},"language":"en","primary_location":{"id":"doi:10.3390/e24040495","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24040495","pdf_url":"https://www.mdpi.com/1099-4300/24/4/495/pdf?version=1648787703","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/24/4/495/pdf?version=1648787703","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034212623","display_name":"Yating Qu","orcid":"https://orcid.org/0000-0003-3614-3321"},"institutions":[{"id":"https://openalex.org/I72565114","display_name":"Luoyang Institute of Science and Technology","ror":"https://ror.org/04nraex26","country_code":"CN","type":"education","lineage":["https://openalex.org/I72565114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yating Qu","raw_affiliation_strings":["School of Automotive and Rail Transportation, Luoyang Polytechnic, Luoyang 471099, China"],"affiliations":[{"raw_affiliation_string":"School of Automotive and Rail Transportation, Luoyang Polytechnic, Luoyang 471099, China","institution_ids":["https://openalex.org/I72565114"]}]},{"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":true,"raw_author_name":"Huahong Ma","raw_affiliation_strings":["School of Information Engineering, Henan University of Science and Technology, Luoyang 471023, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan University of Science and Technology, Luoyang 471023, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083466636","display_name":"Honghai Wu","orcid":null},"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":["School of Information Engineering, Henan University of Science and Technology, Luoyang 471023, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan University of Science and Technology, Luoyang 471023, China","institution_ids":["https://openalex.org/I167383011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069078152","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0003-3503-2574"},"institutions":[{"id":"https://openalex.org/I72565114","display_name":"Luoyang Institute of Science and Technology","ror":"https://ror.org/04nraex26","country_code":"CN","type":"education","lineage":["https://openalex.org/I72565114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Zhang","raw_affiliation_strings":["School of Automotive and Rail Transportation, Luoyang Polytechnic, Luoyang 471099, China"],"affiliations":[{"raw_affiliation_string":"School of Automotive and Rail Transportation, Luoyang Polytechnic, Luoyang 471099, China","institution_ids":["https://openalex.org/I72565114"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043869565","display_name":"Kaikai Deng","orcid":"https://orcid.org/0000-0003-1123-6978"},"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":"Kaikai Deng","raw_affiliation_strings":["School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, Beijing 100876, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, Beijing 100876, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004714470"],"corresponding_institution_ids":["https://openalex.org/I167383011"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.7496,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68562115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"24","issue":"4","first_page":"495","last_page":"495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9979000091552734,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9969000220298767,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.8149614334106445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8091355562210083},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6159281134605408},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6043788194656372},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5902714133262634},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5197895765304565},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.502415657043457},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.4791956841945648},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.43981289863586426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2647678852081299},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20732471346855164},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09960553050041199}],"concepts":[{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.8149614334106445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8091355562210083},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6159281134605408},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6043788194656372},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5902714133262634},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5197895765304565},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.502415657043457},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4791956841945648},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.43981289863586426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2647678852081299},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20732471346855164},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09960553050041199},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e24040495","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24040495","pdf_url":"https://www.mdpi.com/1099-4300/24/4/495/pdf?version=1648787703","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:35455158","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35455158","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:415e453fad664baf976c1a1f189fd47f","is_oa":true,"landing_page_url":"https://doaj.org/article/415e453fad664baf976c1a1f189fd47f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 24, Iss 4, p 495 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/24/4/495/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e24040495","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 24; Issue 4; Pages: 495","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9028867","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9028867","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e24040495","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24040495","pdf_url":"https://www.mdpi.com/1099-4300/24/4/495/pdf?version=1648787703","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G3501274317","display_name":null,"funder_award_id":"62072158","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224311143.pdf","grobid_xml":"https://content.openalex.org/works/W4224311143.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W8932922","https://openalex.org/W812851569","https://openalex.org/W1966355874","https://openalex.org/W1980680715","https://openalex.org/W1986917279","https://openalex.org/W2009871859","https://openalex.org/W2017082499","https://openalex.org/W2036643272","https://openalex.org/W2047532797","https://openalex.org/W2058036501","https://openalex.org/W2102086994","https://openalex.org/W2113839561","https://openalex.org/W2147734964","https://openalex.org/W2159675343","https://openalex.org/W2168681504","https://openalex.org/W2241660235","https://openalex.org/W2246318539","https://openalex.org/W2426948338","https://openalex.org/W2546977514","https://openalex.org/W2598689838","https://openalex.org/W2608504760","https://openalex.org/W2734601503","https://openalex.org/W2744277980","https://openalex.org/W2777398797","https://openalex.org/W2790823116","https://openalex.org/W2791022672","https://openalex.org/W2806937061","https://openalex.org/W2915831291","https://openalex.org/W2940947051","https://openalex.org/W2942806995","https://openalex.org/W2965916974","https://openalex.org/W2972104105","https://openalex.org/W2976947635","https://openalex.org/W3080406377","https://openalex.org/W3125626040","https://openalex.org/W3150968362","https://openalex.org/W3202242108","https://openalex.org/W4206723605","https://openalex.org/W6762230764","https://openalex.org/W7029622440"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2329500892","https://openalex.org/W28991112","https://openalex.org/W2370726991","https://openalex.org/W2369710579","https://openalex.org/W2545348020","https://openalex.org/W4327728159","https://openalex.org/W2912751582","https://openalex.org/W2064423464","https://openalex.org/W2808275385"],"abstract_inverted_index":{"Identifying":[0],"users":[1,107],"across":[2,34,90],"social":[3,35,91],"media":[4,36],"has":[5],"practical":[6],"applications":[7],"in":[8,47],"many":[9],"research":[10],"areas,":[11],"such":[12,122],"as":[13,123],"user":[14,32,48,88,115],"behavior":[15],"prediction,":[16],"commercial":[17],"recommendation":[18],"systems,":[19],"and":[20,40,53,127,147],"information":[21,104],"retrieval.":[22],"In":[23],"this":[24,138],"paper,":[25],"we":[26],"propose":[27],"a":[28,64],"multiple":[29],"salient":[30],"features-based":[31],"identification":[33,89],"(MSF-UI),":[37],"which":[38],"extracts":[39],"fuses":[41],"the":[42,58,72,79,102,112],"rich":[43],"redundant":[44,76],"features":[45],"contained":[46],"display":[49],"name,":[50],"network":[51],"topology,":[52],"published":[54],"content.":[55],"According":[56],"to":[57,70,110],"differences":[59],"between":[60,74],"users'":[61],"different":[62],"features,":[63,101],"multi-module":[65],"calculation":[66],"method":[67,139],"is":[68,85,108],"used":[69,86],"obtain":[71],"similarity":[73],"various":[75],"features.":[77],"Finally,":[78],"bidirectional":[80],"stable":[81,134],"marriage":[82,135],"matching":[83,136],"algorithm":[84,131],"for":[87],"media.":[92],"Experimental":[93],"results":[94],"show":[95],"that:":[96],"(1)":[97],"Compared":[98,118],"with":[99,119],"single-attribute":[100],"multi-dimensional":[103],"generated":[105],"by":[106],"integrated":[109],"optimize":[111],"universality":[113],"of":[114],"identification;":[116],"(2)":[117],"baseline":[120],"methods":[121],"ranking-based":[124],"cross-matching":[125],"(RCM)":[126],"random":[128],"forest":[129],"confirmation":[130],"based":[132],"on":[133],"(RFCA-SMM),":[137],"can":[140],"effectively":[141],"improve":[142],"precision":[143],"rate,":[144,146],"recall":[145],"comprehensive":[148],"evaluation":[149],"index":[150],"(F1).":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}