{"id":"https://openalex.org/W7159634019","doi":"https://doi.org/10.48550/arxiv.2604.27882","title":"Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs","display_name":"Building Persona-Based Agents On Demand: Tailoring Multi-Agent Workflows to User Needs","publication_year":2026,"publication_date":"2026-04-30","ids":{"openalex":"https://openalex.org/W7159634019","doi":"https://doi.org/10.48550/arxiv.2604.27882"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.27882","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27882","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.27882","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134942405","display_name":"Giuseppe Arbore","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arbore, Giuseppe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120430732","display_name":"Andrea Sillano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sillano, Andrea","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5023909289","display_name":"Luigi De Russis","orcid":"https://orcid.org/0000-0001-7647-6652"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"De Russis, Luigi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14074","display_name":"Persona Design and Applications","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T14074","display_name":"Persona Design and Applications","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T12501","display_name":"Digital Economy and Work Transformation","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/workflow","display_name":"Workflow","score":0.6992999911308289},{"id":"https://openalex.org/keywords/persona","display_name":"Persona","score":0.6674000024795532},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.5800999999046326},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4927999973297119},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.48420000076293945},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4348999857902527},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4327999949455261},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.38989999890327454},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.3686000108718872}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6992999911308289},{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.6674000024795532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6535000205039978},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6414999961853027},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.5800999999046326},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4927999973297119},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.48420000076293945},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4348999857902527},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4327999949455261},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.38989999890327454},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.3686000108718872},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3540000021457672},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.3407000005245209},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.3264000117778778},{"id":"https://openalex.org/C13854087","wikidata":"https://www.wikidata.org/wiki/Q1061656","display_name":"Interaction design","level":2,"score":0.325300008058548},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C3017568202","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"User needs","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.31380000710487366},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.31220000982284546},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.29750001430511475},{"id":"https://openalex.org/C2777466363","wikidata":"https://www.wikidata.org/wiki/Q17008971","display_name":"Design tool","level":2,"score":0.29159998893737793},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C71611378","wikidata":"https://www.wikidata.org/wiki/Q5165191","display_name":"Contextual design","level":3,"score":0.25859999656677246},{"id":"https://openalex.org/C72414096","wikidata":"https://www.wikidata.org/wiki/Q1367461","display_name":"Mass customization","level":3,"score":0.25769999623298645},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.2563000023365021}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.27882","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27882","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.27882","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27882","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,109,131],"agentic":[3,75,94,110,132],"AI":[4,117],"are":[5],"shifting":[6],"automation":[7],"from":[8],"discrete":[9],"tools":[10],"to":[11,47,85,127],"proactive":[12],"multi-agent":[13],"systems":[14,25],"that":[15,40,58],"coordinate":[16],"multi-specialized":[17],"capabilities":[18],"behind":[19],"unified":[20],"interfaces.":[21],"However,":[22],"today's":[23],"agent":[24,30,61,124],"typically":[26],"rely":[27],"on":[28],"hard-coded":[29],"architectures":[31],"with":[32],"fixed":[33],"roles,":[34],"coordination":[35],"patterns,":[36],"and":[37,44,50,70,81,91],"interaction":[38,73],"flows":[39],"limit":[41],"end-user":[42],"personalization":[43],"make":[45],"adaptation":[46],"individual":[48],"needs":[49],"contexts":[51],"difficult.":[52],"Given":[53],"this":[54],"limitation,":[55],"we":[56],"argue":[57],"on-demand":[59,106],"persona-based":[60],"generation":[62,108],"offers":[63],"a":[64,103],"promising":[65],"path":[66],"towards":[67],"more":[68],"efficient":[69],"contextually":[71],"appropriate":[72],"within":[74,123],"workflows.":[76],"By":[77],"dynamically":[78],"crafting":[79,115],"agents":[80],"personas":[82,118],"at":[83],"run-time":[84],"match":[86],"user":[87],"characteristics,":[88],"task":[89],"demands,":[90],"workflow":[92],"context,":[93],"platforms":[95],"can":[96,119],"move":[97],"beyond":[98],"one-size-fits-all":[99],"configurations.":[100],"We":[101],"present":[102],"pipeline":[104],"for":[105],"persona":[107],"platforms,":[111],"detailing":[112],"how":[113],"real-time":[114],"of":[116],"be":[120],"systematically":[121],"integrated":[122],"systems,":[125],"aiming":[126],"open":[128],"new":[129],"possibilities":[130],"platform":[133],"design":[134],"paradigms.":[135]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-02T00:00:00"}
