{"id":"https://openalex.org/W4410636894","doi":"https://doi.org/10.1145/3701716.3719227","title":"USHB: A Unified Framework for Simulating Human Behaviors in Agent Society through User-and-Item Modeling: Unified Framework for Simulating Human Behaviors","display_name":"USHB: A Unified Framework for Simulating Human Behaviors in Agent Society through User-and-Item Modeling: Unified Framework for Simulating Human Behaviors","publication_year":2025,"publication_date":"2025-05-08","ids":{"openalex":"https://openalex.org/W4410636894","doi":"https://doi.org/10.1145/3701716.3719227"},"language":"en","primary_location":{"id":"doi:10.1145/3701716.3719227","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3719227","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3719227","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3719227","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117649504","display_name":"Renhuo Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renhuo Zhao","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0000-7475-2676","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102823026","display_name":"Hailong Yang","orcid":"https://orcid.org/0000-0001-9312-8086"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Yang","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0001-9312-8086","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117649505","display_name":"Mingxian Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxian Gu","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0007-3454-1795","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jianqi Wang","orcid":"https://orcid.org/0009-0000-5504-2361"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqi Wang","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0000-5504-2361","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117649506","display_name":"Wu Long","orcid":null},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Long","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0003-3689-7198","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042607110","display_name":"Zhaohong Deng","orcid":"https://orcid.org/0000-0002-0790-6492"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohong Deng","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-0790-6492","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111599522"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12147823,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2993","last_page":"2997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9555000066757202,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9555000066757202,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/computer-science","display_name":"Computer science","score":0.7540795803070068},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5616353750228882}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7540795803070068},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5616353750228882}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3701716.3719227","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3719227","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3719227","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3701716.3719227","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701716.3719227","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701716.3719227","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM on Web Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2278947543","display_name":null,"funder_award_id":"62176105","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/F4320322296","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410636894.pdf","grobid_xml":"https://content.openalex.org/works/W4410636894.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1980867644","https://openalex.org/W2145339207","https://openalex.org/W2919115771","https://openalex.org/W2984100107","https://openalex.org/W4231510805","https://openalex.org/W4389519325","https://openalex.org/W4401042327","https://openalex.org/W4401042703","https://openalex.org/W4401958727"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Emulating":[0],"real-world":[1,26],"human":[2,103],"behaviors":[3],"within":[4],"Artificial":[5],"Intelligent":[6],"(AI)":[7],"agent":[8],"systems":[9],"continues":[10],"to":[11,75,82,140],"be":[12],"a":[13,37,56,60,66,129,137,146],"formidable":[14],"challenge,":[15],"as":[16],"existing":[17],"methodologies":[18],"frequently":[19],"have":[20],"difficulty":[21],"integrating":[22],"the":[23,150],"intricacies":[24],"of":[25,53,95,131],"scenarios":[27],"and":[28,44,65,79,90,112,124],"personal":[29],"preferences.To":[30],"address":[31],"this":[32],"issue,":[33],"we":[34],"propose":[35],"USHB,":[36],"mulit-agent":[38],"framework":[39],"that":[40,86,100],"emphasizes":[41],"advanced":[42],"user":[43],"item":[45],"modeling":[46],"along":[47],"with":[48],"communication":[49],"style":[50],"simulation.USHB":[51],"consists":[52],"3":[54],"modules:":[55],"Knowledge-Mining":[57],"Module":[58,63,68],"(KMM),":[59],"User-and-Item":[61],"Modeling":[62],"(UIMM),":[64],"Reasoning":[67],"(RM).USHB":[69],"utilizes":[70],"Large":[71],"Language":[72],"Models":[73],"(LLMs)":[74],"predict":[76],"responses,":[77],"reviews,":[78],"ratings":[80],"tailored":[81],"individuals,":[83],"guaranteeing":[84],"results":[85],"are":[87,155],"both":[88],"coherent":[89],"contextually":[91],"appropriate.USHB":[92],"is":[93],"capable":[94],"delivering":[96],"precise,":[97],"detailed":[98],"simulations":[99],"closely":[101],"mimic":[102],"behavior.We":[104],"evaluated":[105],"USHB":[106,120,136],"using":[107],"datasets":[108],"from":[109],"Yelp,":[110],"Amazon,":[111],"Goodreads,":[113],"where":[114],"it":[115],"consistently":[116],"outperformed":[117],"baseline":[118],"methods.Moreover,":[119],"demonstrated":[121],"strong":[122],"generalization":[123],"maintained":[125],"stable":[126],"performance":[127],"across":[128],"variety":[130],"model":[132],"configurations.These":[133],"advancements":[134],"make":[135],"valuable":[138],"contribution":[139],"dynamic,":[141],"context-aware":[142],"behavior":[143],"simulation,":[144],"achieving":[145],"top-three":[147],"ranking":[148],"in":[149],"2025":[151],"AgentSociety":[152],"Challenge.Our":[153],"codes":[154],"available":[156],"at":[157],"https://github.com/jnuaipr/AgentsChallenge.":[158]},"counts_by_year":[],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}