{"id":"https://openalex.org/W4408384594","doi":"https://doi.org/10.1007/s00530-025-01690-z","title":"Enhancing interpretability in video-based personality trait recognition using SHAP analysis","display_name":"Enhancing interpretability in video-based personality trait recognition using SHAP analysis","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408384594","doi":"https://doi.org/10.1007/s00530-025-01690-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-025-01690-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-01690-z","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia 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/A5115601931","display_name":"Yang Liu","orcid":"https://orcid.org/0009-0002-7546-3184"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Zhejiang University of Science and Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075401320","display_name":"Wenyi Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyi Zhu","raw_affiliation_strings":["Zhejiang University of Science and Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Linyu Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyu Dong","raw_affiliation_strings":["Zhejiang University of Science and Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736149","display_name":"Yu\u2010Zhong Zhang","orcid":"https://orcid.org/0000-0002-2017-1005"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yuzhong Zhang","raw_affiliation_strings":["University of Alberta, Edmonton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101623944","display_name":"Xiang Guo","orcid":"https://orcid.org/0000-0002-2919-5222"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Guo","raw_affiliation_strings":["Zhejiang University of Science and Technology, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101623944"],"corresponding_institution_ids":["https://openalex.org/I168879160"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":3.1996,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91948451,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"31","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9970999956130981,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9970999956130981,"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/T11309","display_name":"Music and Audio Processing","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9071999788284302,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/interpretability","display_name":"Interpretability","score":0.8790860176086426},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.6759024858474731},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6243450045585632},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5146011114120483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5101621150970459},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.4610651135444641},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38475343585014343},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17159655690193176},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.06999081373214722}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8790860176086426},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.6759024858474731},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6243450045585632},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5146011114120483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5101621150970459},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.4610651135444641},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38475343585014343},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17159655690193176},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.06999081373214722},{"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:10.1007/s00530-025-01690-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-01690-z","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W180097926","https://openalex.org/W1559844362","https://openalex.org/W2001150023","https://openalex.org/W2012316161","https://openalex.org/W2048681867","https://openalex.org/W2082350443","https://openalex.org/W2182548411","https://openalex.org/W2526050071","https://openalex.org/W2566523535","https://openalex.org/W2573933330","https://openalex.org/W2736351703","https://openalex.org/W2741266309","https://openalex.org/W2749525589","https://openalex.org/W2756004689","https://openalex.org/W2763560359","https://openalex.org/W2769012417","https://openalex.org/W2782034981","https://openalex.org/W2923528470","https://openalex.org/W2969145558","https://openalex.org/W2972441196","https://openalex.org/W2975221988","https://openalex.org/W2976594877","https://openalex.org/W2982083293","https://openalex.org/W2993976242","https://openalex.org/W2994258819","https://openalex.org/W3005891272","https://openalex.org/W3010678604","https://openalex.org/W3049661586","https://openalex.org/W3095255024","https://openalex.org/W3103801168","https://openalex.org/W3138358913","https://openalex.org/W3150279196","https://openalex.org/W3181856202","https://openalex.org/W3182706339","https://openalex.org/W3184997020","https://openalex.org/W3199142439","https://openalex.org/W3200787306","https://openalex.org/W3204624404","https://openalex.org/W3216551046","https://openalex.org/W4200460605","https://openalex.org/W4213140783","https://openalex.org/W4226486902","https://openalex.org/W4229007339","https://openalex.org/W4254126685","https://openalex.org/W4285250478","https://openalex.org/W4296153573","https://openalex.org/W4296234741","https://openalex.org/W4317104075","https://openalex.org/W4386742768","https://openalex.org/W4390479873","https://openalex.org/W4393193047","https://openalex.org/W4394564223","https://openalex.org/W4396640009","https://openalex.org/W4396827044","https://openalex.org/W4402639496","https://openalex.org/W6609643334","https://openalex.org/W6884977299"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2157908879","https://openalex.org/W3125957671","https://openalex.org/W2898389145","https://openalex.org/W1966488223"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
