{"id":"https://openalex.org/W4400491017","doi":"https://doi.org/10.1109/cscwd61410.2024.10580436","title":"TraitsPrompt: Does Personality Traits Influence the Performance of a Large Language Model?","display_name":"TraitsPrompt: Does Personality Traits Influence the Performance of a Large Language Model?","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400491017","doi":"https://doi.org/10.1109/cscwd61410.2024.10580436"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd61410.2024.10580436","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5013902408","display_name":"Qingmeng Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingmeng Zhu","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Software,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Software,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100519409","display_name":"Tianxing Lan","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianxing Lan","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Software,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Software,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085139434","display_name":"Xiaoguang Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144889","display_name":"Beijing Municipal Engineering Design and Research Institute (China)","ror":"https://ror.org/03x92hw77","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144889"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoguang Xue","raw_affiliation_strings":["Beijing Special Engineering and Design Institute,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Special Engineering and Design Institute,Beijing,China","institution_ids":["https://openalex.org/I4210144889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102850681","display_name":"Zhipeng Yu","orcid":"https://orcid.org/0000-0002-4526-8217"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Yu","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Software,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Software,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101528047","display_name":"Hao He","orcid":"https://orcid.org/0000-0001-7053-2975"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao He","raw_affiliation_strings":["Chinese Academy of Sciences,Institute of Software,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences,Institute of Software,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2912","last_page":"2917"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.8799999952316284,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.8799999952316284,"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/big-five-personality-traits","display_name":"Big Five personality traits","score":0.5998514294624329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5713901519775391},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5549220442771912},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36568474769592285},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35357338190078735},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.18748632073402405}],"concepts":[{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.5998514294624329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5713901519775391},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5549220442771912},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36568474769592285},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35357338190078735},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.18748632073402405}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd61410.2024.10580436","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cscwd61410.2024.10580436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":27,"referenced_works":["https://openalex.org/W1608519901","https://openalex.org/W2090464375","https://openalex.org/W2161374186","https://openalex.org/W2895891613","https://openalex.org/W2897173557","https://openalex.org/W3126624993","https://openalex.org/W3156470785","https://openalex.org/W3160638507","https://openalex.org/W3196642073","https://openalex.org/W3198963017","https://openalex.org/W4221143046","https://openalex.org/W4292779060","https://openalex.org/W4306808680","https://openalex.org/W4308244910","https://openalex.org/W4321352100","https://openalex.org/W4360836968","https://openalex.org/W4366565380","https://openalex.org/W4367185264","https://openalex.org/W4377130677","https://openalex.org/W4379958452","https://openalex.org/W4385287322","https://openalex.org/W4385567149","https://openalex.org/W6636157216","https://openalex.org/W6668389331","https://openalex.org/W6778883912","https://openalex.org/W6791446462","https://openalex.org/W6809646742"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"have":[4],"showcased":[5],"astounding":[6],"capabilities":[7],"across":[8],"numerous":[9],"tasks.":[10],"Given":[11],"that":[12,117],"an":[13,44,133],"LLM":[14,84],"ingests":[15],"vast":[16],"amounts":[17],"of":[18,32,53,121],"data":[19],"from":[20,107],"human":[21,112],"society,":[22],"its":[23],"behavior":[24,113],"exhibits":[25],"striking":[26],"human-like":[27],"characteristics.":[28],"However,":[29],"the":[30,37,51,62,89,96,138],"ramifications":[31],"these":[33],"anthropomorphic":[34],"features":[35],"on":[36,56],"model\u2019s":[38],"proficiency":[39],"in":[40,72,129],"specialized":[41],"tasks":[42,93],"remain":[43],"unresolved":[45],"query.":[46],"This":[47,115],"paper":[48],"delves":[49],"into":[50],"impact":[52],"personality":[54,80,99,127],"traits":[55,81,100,128],"model":[57,68],"performance.":[58],"Specifically,":[59],"we":[60],"employ":[61],"Big":[63,97],"Five":[64,98],"Personality":[65],"Theory":[66],"for":[67,118],"analysis,":[69],"guiding":[70],"questions":[71],"diverse":[73],"datasets":[74],"using":[75],"prompts":[76,130],"constructed":[77],"around":[78],"specific":[79,122],"to":[82,88,109],"study":[83],"outputs.":[85],"In":[86],"comparison":[87],"baseline":[90],"test":[91],"questions,":[92],"aligned":[94],"with":[95,104],"manifested":[101],"superior":[102],"performance,":[103],"enhancements":[105],"ranging":[106],"0.6%":[108],"3.6%,":[110],"mirroring":[111],"closely.":[114],"underscores":[116],"optimal":[119],"execution":[120],"professional":[123],"tasks,":[124],"incorporating":[125],"corresponding":[126],"can":[131],"be":[132],"effective":[134],"strategy":[135],"when":[136],"querying":[137],"LLM.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}