{"id":"https://openalex.org/W4385938187","doi":"https://doi.org/10.1109/lsp.2023.3306152","title":"Unveiling Social Relations: Leveraging Interpersonal Similarity Learning for Social Relation Recognition","display_name":"Unveiling Social Relations: Leveraging Interpersonal Similarity Learning for Social Relation Recognition","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385938187","doi":"https://doi.org/10.1109/lsp.2023.3306152"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2023.3306152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2023.3306152","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://e-space.mmu.ac.uk/637183/8/Social%20relations.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086199782","display_name":"Wang Tang","orcid":"https://orcid.org/0000-0002-6925-9067"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wang Tang","raw_affiliation_strings":["School of Electronic Information, Sichuan University, Chengdu, China","School of electronic Information, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"School of electronic Information, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059067107","display_name":"Linbo Qing","orcid":"https://orcid.org/0000-0003-3555-0005"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linbo Qing","raw_affiliation_strings":["School of Electronic Information, Sichuan University, Chengdu, China","School of electronic Information, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"School of electronic Information, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003586742","display_name":"Haosong Gou","orcid":"https://orcid.org/0000-0002-7800-6248"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haosong Gou","raw_affiliation_strings":["China Mobile Communications Group, Sichuan Co., Ltd., Chengdu, China"],"affiliations":[{"raw_affiliation_string":"China Mobile Communications Group, Sichuan Co., Ltd., Chengdu, China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005136086","display_name":"Li Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Li Guo","raw_affiliation_strings":["Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023330203","display_name":"Yonghong Peng","orcid":"https://orcid.org/0000-0002-5508-1819"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yonghong Peng","raw_affiliation_strings":["Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086199782"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":0.5994,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69077144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"30","issue":null,"first_page":"1142","last_page":"1146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9617000222206116,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7130022644996643},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7057778835296631},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5910159349441528},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5822588205337524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5489217042922974},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5478872060775757},{"id":"https://openalex.org/keywords/interpersonal-communication","display_name":"Interpersonal communication","score":0.5372818112373352},{"id":"https://openalex.org/keywords/social-relationship","display_name":"Social relationship","score":0.48605090379714966},{"id":"https://openalex.org/keywords/social-relation","display_name":"Social relation","score":0.4815704822540283},{"id":"https://openalex.org/keywords/interpersonal-relationship","display_name":"Interpersonal relationship","score":0.45773082971572876},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43188953399658203},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4176488220691681},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3994414210319519},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26180028915405273},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20830881595611572},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17588144540786743},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.17062470316886902},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07280734181404114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7130022644996643},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7057778835296631},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5910159349441528},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5822588205337524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5489217042922974},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5478872060775757},{"id":"https://openalex.org/C164850336","wikidata":"https://www.wikidata.org/wiki/Q3685487","display_name":"Interpersonal communication","level":2,"score":0.5372818112373352},{"id":"https://openalex.org/C2987946170","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relationship","level":2,"score":0.48605090379714966},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.4815704822540283},{"id":"https://openalex.org/C91034043","wikidata":"https://www.wikidata.org/wiki/Q223642","display_name":"Interpersonal relationship","level":2,"score":0.45773082971572876},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43188953399658203},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4176488220691681},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3994414210319519},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26180028915405273},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20830881595611572},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17588144540786743},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.17062470316886902},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07280734181404114},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lsp.2023.3306152","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2023.3306152","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:e-space.mmu.ac.uk:637183","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-6925-9067","pdf_url":"https://e-space.mmu.ac.uk/637183/8/Social%20relations.pdf","source":{"id":"https://openalex.org/S4306401617","display_name":"e-space (Manchester Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11983389","host_organization_name":"Manchester Metropolitan University","host_organization_lineage":["https://openalex.org/I11983389"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:e-space.mmu.ac.uk:637183","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-6925-9067","pdf_url":"https://e-space.mmu.ac.uk/637183/8/Social%20relations.pdf","source":{"id":"https://openalex.org/S4306401617","display_name":"e-space (Manchester Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11983389","host_organization_name":"Manchester Metropolitan University","host_organization_lineage":["https://openalex.org/I11983389"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.550000011920929,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G4118848642","display_name":null,"funder_award_id":"SCU2023D062","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8002318704","display_name":null,"funder_award_id":"61871278","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385938187.pdf","grobid_xml":"https://content.openalex.org/works/W4385938187.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1989004008","https://openalex.org/W2040658249","https://openalex.org/W2609468337","https://openalex.org/W2618731580","https://openalex.org/W2732026016","https://openalex.org/W2765617869","https://openalex.org/W2962794823","https://openalex.org/W2963175158","https://openalex.org/W2966078298","https://openalex.org/W2982598795","https://openalex.org/W3041011043","https://openalex.org/W3094541400","https://openalex.org/W3109970849","https://openalex.org/W3164643181","https://openalex.org/W3187021078","https://openalex.org/W3195845222","https://openalex.org/W3196652976","https://openalex.org/W3198947145","https://openalex.org/W4206943636","https://openalex.org/W4226445560","https://openalex.org/W4285110863","https://openalex.org/W4289528271","https://openalex.org/W4296123177","https://openalex.org/W4312683524","https://openalex.org/W4312753781","https://openalex.org/W4313255430","https://openalex.org/W4381729881"],"related_works":["https://openalex.org/W2352062312","https://openalex.org/W2369624109","https://openalex.org/W3163724726","https://openalex.org/W2349430399","https://openalex.org/W2563120717","https://openalex.org/W3048968805","https://openalex.org/W2731867733","https://openalex.org/W2148977169","https://openalex.org/W4235758141","https://openalex.org/W2481272590"],"abstract_inverted_index":{"Identifying":[0],"social":[1,24,43,75,99,125,140,165],"relationships":[2,126],"from":[3],"images":[4,92],"is":[5],"a":[6,84],"challenging":[7],"yet":[8],"promising":[9],"research":[10],"area":[11],"with":[12],"great":[13],"potential":[14],"for":[15,39,97],"improving":[16],"human":[17],"health":[18],"and":[19,161],"enhancing":[20],"our":[21,110,149],"understanding":[22],"of":[23,42,74,80,105,123,148],"networks.":[25],"However,":[26],"present":[27],"endeavors":[28],"in":[29,63,163],"this":[30],"field":[31],"tend":[32],"to":[33,93,136],"concentrate":[34],"on":[35,71,155],"leveraging":[36],"visual":[37,65],"features":[38],"the":[40,72,103,121,133,146],"exploration":[41],"relationships,":[44,100],"while":[45,127],"disregarding":[46],"certain":[47],"concealed":[48],"information":[49,96],"that":[50,87,118],"lies":[51],"beneath":[52],"these":[53],"features,":[54],"such":[55],"as":[56],"interpersonal":[57,89],"similarity.":[58],"These":[59],"methodologies":[60],"may":[61],"result":[62],"inadequate":[64],"data":[66],"encoding,":[67],"thereby":[68,101],"imposing":[69],"limitations":[70],"accuracy":[73,162],"relationship":[76],"recognition.":[77],"In":[78],"light":[79],"this,":[81],"we":[82],"propose":[83],"novel":[85],"framework":[86,112,151],"utilizes":[88],"similarities":[90],"within":[91],"provide":[94],"more":[95],"identifying":[98,164],"mitigating":[102],"issue":[104],"insufficient":[106],"feature":[107],"exploration.":[108],"Furthermore,":[109],"proposed":[111,150],"incorporates":[113],"an":[114],"innova-tive":[115],"CF-Loss":[116],"function":[117],"effectively":[119],"incentivizes":[120],"identifica-tion":[122],"accurate":[124],"penalizing":[128],"incorrect":[129],"identifications,":[130],"ultimately":[131],"bolstering":[132],"model's":[134],"capacity":[135],"dis-criminate":[137],"between":[138],"distinct":[139],"relationships.":[141,166],"Our":[142],"experimental":[143],"findings":[144],"demonstrate":[145],"superiority":[147],"over":[152],"state-of-the-art":[153],"methods":[154],"public":[156],"datasets,":[157],"confirming":[158],"its":[159],"effectiveness":[160]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
