{"id":"https://openalex.org/W4387848757","doi":"https://doi.org/10.1145/3583780.3615005","title":"PCENet: Psychological Clues Exploration Network for Multimodal Personality Assessment","display_name":"PCENet: Psychological Clues Exploration Network for Multimodal Personality Assessment","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4387848757","doi":"https://doi.org/10.1145/3583780.3615005"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3615005","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3615005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"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/A5042777929","display_name":"Yangfu Zhu","orcid":"https://orcid.org/0000-0003-2880-9517"},"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":"Yangfu Zhu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2880-9517","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101844246","display_name":"Yuting Wei","orcid":"https://orcid.org/0000-0002-3971-708X"},"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":"Yuting Wei","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3971-708X","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103015456","display_name":"Meiling Li","orcid":"https://orcid.org/0009-0007-3685-5229"},"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":"Meiling Li","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-3685-5229","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329603","display_name":"Tingting Zhang","orcid":"https://orcid.org/0000-0001-8182-6346"},"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":"Tingting Zhang","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8182-6346","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059919541","display_name":"Siqi Wei","orcid":"https://orcid.org/0000-0002-5824-9445"},"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":"Siqi Wei","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5824-9445","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101432128","display_name":"Bin Wu","orcid":"https://orcid.org/0000-0002-7112-126X"},"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":"Bin Wu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7112-126X","affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications, Beijing, 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":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3667","last_page":"3676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.7687716484069824},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.6630545258522034},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6112151741981506},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.5737168788909912},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5625989437103271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49254903197288513},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.489657461643219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43374723196029663},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4322700500488281},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.42823129892349243},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28625398874282837},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.10697123408317566}],"concepts":[{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.7687716484069824},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6630545258522034},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6112151741981506},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.5737168788909912},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5625989437103271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49254903197288513},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.489657461643219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43374723196029663},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4322700500488281},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.42823129892349243},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28625398874282837},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.10697123408317566},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583780.3615005","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3583780.3615005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3915844376","display_name":"\u878d\u5408\u89c6\u9891\u6570\u636e\u7684\u793e\u4ea4\u7f51\u7edc\u5e7f\u5ea6\u5b66\u4e60\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61972047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6687479257","display_name":null,"funder_award_id":"U1936220","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/F4320321470","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W111858957","https://openalex.org/W2028422222","https://openalex.org/W2298529068","https://openalex.org/W2740597431","https://openalex.org/W2741266309","https://openalex.org/W2763560359","https://openalex.org/W2763585929","https://openalex.org/W2806246579","https://openalex.org/W2889157537","https://openalex.org/W2944141197","https://openalex.org/W2963128932","https://openalex.org/W2963967532","https://openalex.org/W2970579587","https://openalex.org/W2972940216","https://openalex.org/W2990002983","https://openalex.org/W3005891272","https://openalex.org/W3006988731","https://openalex.org/W3010678604","https://openalex.org/W3088313083","https://openalex.org/W3091199198","https://openalex.org/W3093051361","https://openalex.org/W3113662829","https://openalex.org/W3130967929","https://openalex.org/W3134831898","https://openalex.org/W3173644040","https://openalex.org/W3173710861","https://openalex.org/W3176540316","https://openalex.org/W3208678646","https://openalex.org/W3216551046","https://openalex.org/W4213412602","https://openalex.org/W4226097047","https://openalex.org/W4229056602","https://openalex.org/W4285307131","https://openalex.org/W4285602050","https://openalex.org/W4288055133","https://openalex.org/W6600319451"],"related_works":["https://openalex.org/W2248852396","https://openalex.org/W73545470","https://openalex.org/W199123384","https://openalex.org/W4239305747","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W203959209"],"abstract_inverted_index":{"Multimodal":[0],"personality":[1,9,33,49,88,177],"assessment":[2],"aims":[3],"to":[4,40,133],"identify":[5],"and":[6,43,116],"express":[7],"human":[8],"traits":[10,34,50,58],"in":[11,47,51],"videos.":[12],"Existing":[13],"methods":[14,174],"primarily":[15],"focus":[16],"on":[17,161],"multimodal":[18,53,87,105,176],"fusion":[19],"while":[20],"ignoring":[21],"the":[22,52,73,118,143,162,172],"inherent":[23],"psychological":[24,75],"clues":[25],"essential":[26],"for":[27,86,139,175],"this":[28],"interdisciplinary":[29],"task.":[30],"Modality":[31],"clues:":[32,56],"are":[35,151],"stable":[36,48,111],"over":[37],"time":[38],"due":[39],"their":[41],"genetic":[42],"environmental":[44],"origins,":[45],"resulting":[46],"data.":[54],"Trait":[55],"multiple":[57],"often":[59],"co-occur":[60],"with":[61,96,128,142],"non-negligible":[62],"correlations,":[63],"which":[64,90,108],"can":[65],"collectively":[66],"aid":[67],"trait":[68,141,146,149,155],"identification.":[69],"To":[70],"simultaneously":[71],"capture":[72],"above":[74],"clues,":[76],"we":[77,101],"propose":[78],"a":[79,92,104,124,136],"novel":[80],"Psychological":[81],"Clues":[82],"Exploration":[83],"Network":[84],"(PCENet)":[85],"assessment,":[89],"is":[91,131],"human-like":[93],"judgment":[94],"paradigm":[95],"more":[97],"generalization":[98],"capability.":[99],"Specifically,":[100],"first":[102],"devise":[103],"hierarchical":[106],"disentanglement,":[107],"clearly":[109],"aligns":[110],"representations":[112],"among":[113],"different":[114],"modalities":[115],"separates":[117],"mutability":[119],"of":[120,145],"each":[121,140],"modality.":[122],"Subsequently,":[123],"Transformer-backbone":[125],"decoder":[126],"equipped":[127],"modality-to-trait":[129],"attention":[130],"exploited":[132],"adaptively":[134],"generate":[135],"tailored":[137],"representation":[138],"guidance":[144],"semantics.":[147],"The":[148],"semantics":[150],"obtained":[152],"by":[153],"exploiting":[154],"correlations":[156],"through":[157],"self-attention.":[158],"Extensive":[159],"experiments":[160],"First":[163],"Impression":[164],"V2":[165],"dataset":[166],"demonstrate":[167],"that":[168],"our":[169],"PCENet":[170],"outperforms":[171],"state-of-the-art":[173],"assessment.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}