{"id":"https://openalex.org/W7164187749","doi":"https://doi.org/10.48550/arxiv.2606.09840","title":"Envisioning Sensemaking in Multi-Human, Multi-Agent Collaborative Knowledge Work","display_name":"Envisioning Sensemaking in Multi-Human, Multi-Agent Collaborative Knowledge Work","publication_year":2026,"publication_date":"2026-04-23","ids":{"openalex":"https://openalex.org/W7164187749","doi":"https://doi.org/10.48550/arxiv.2606.09840"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.09840","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.09840","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.2606.09840","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138335961","display_name":"Zhitong Guan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guan, Zhitong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5068853777","display_name":"Soo Young Rieh","orcid":"https://orcid.org/0000-0002-2978-692X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rieh, Soo Young","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/T12607","display_name":"Personal Information Management and User Behavior","score":0.40119999647140503,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.40119999647140503,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.05730000138282776,"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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.054099999368190765,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/sensemaking","display_name":"Sensemaking","score":0.9071999788284302},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.526199996471405},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.5192000269889832},{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.49869999289512634},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4320000112056732},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.41040000319480896},{"id":"https://openalex.org/keywords/general-partnership","display_name":"General partnership","score":0.3889999985694885},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.387800008058548},{"id":"https://openalex.org/keywords/workspace","display_name":"Workspace","score":0.375900000333786},{"id":"https://openalex.org/keywords/knowledge-sharing","display_name":"Knowledge sharing","score":0.3668999969959259}],"concepts":[{"id":"https://openalex.org/C2780554381","wikidata":"https://www.wikidata.org/wiki/Q2063340","display_name":"Sensemaking","level":2,"score":0.9071999788284302},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.7039999961853027},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.526199996471405},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.5192000269889832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.49869999289512634},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4320000112056732},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.41040000319480896},{"id":"https://openalex.org/C71750763","wikidata":"https://www.wikidata.org/wiki/Q646164","display_name":"General partnership","level":2,"score":0.3889999985694885},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.387800008058548},{"id":"https://openalex.org/C58581272","wikidata":"https://www.wikidata.org/wiki/Q12741163","display_name":"Workspace","level":3,"score":0.375900000333786},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.3668999969959259},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3614000082015991},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.3472000062465668},{"id":"https://openalex.org/C56289545","wikidata":"https://www.wikidata.org/wiki/Q6423376","display_name":"Knowledge integration","level":3,"score":0.34119999408721924},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3407000005245209},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.33160001039505005},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.3172000050544739},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.3154999911785126},{"id":"https://openalex.org/C2779089590","wikidata":"https://www.wikidata.org/wiki/Q1914017","display_name":"Knowledge worker","level":3,"score":0.31060001254081726},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2994999885559082},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C554579003","wikidata":"https://www.wikidata.org/wiki/Q474157","display_name":"Collaborative software","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C186528591","wikidata":"https://www.wikidata.org/wiki/Q619544","display_name":"Body of knowledge","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C2986750623","wikidata":"https://www.wikidata.org/wiki/Q830170","display_name":"Knowledge creation","level":3,"score":0.2694000005722046},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.26649999618530273},{"id":"https://openalex.org/C191628500","wikidata":"https://www.wikidata.org/wiki/Q6423404","display_name":"Knowledge value chain","level":3,"score":0.26350000500679016},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.2612000107765198},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.2565999925136566},{"id":"https://openalex.org/C141846272","wikidata":"https://www.wikidata.org/wiki/Q613474","display_name":"Soft systems methodology","level":4,"score":0.2563999891281128},{"id":"https://openalex.org/C169735623","wikidata":"https://www.wikidata.org/wiki/Q1430172","display_name":"Organizational learning","level":2,"score":0.25529998540878296}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.09840","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.09840","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.2606.09840","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.09840","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":[{"score":0.6844252943992615,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Sensemaking":[0],"is":[1],"central":[2],"to":[3,16,27,189],"knowledge":[4,45,84,132,181],"work,":[5],"where":[6],"people":[7],"search,":[8],"evaluate,":[9],"interpret,":[10],"and":[11,41,68,86,102,113,134,143,155,164,168,175],"use":[12],"information":[13,98],"over":[14],"time":[15],"construct":[17],"durable":[18],"understanding.":[19,71],"The":[20],"rise":[21],"of":[22,104,166,172],"generative":[23,185],"AI":[24,136,186],"has":[25],"begun":[26],"reshape":[28],"this":[29,73],"process:":[30],"GenAI":[31,79],"systems":[32,187],"now":[33],"perform":[34],"interpretive":[35,62],"functions":[36],"such":[37],"as":[38],"summarization,":[39],"synthesis,":[40],"thematic":[42],"grouping":[43],"that":[44,183],"workers":[46,133],"have":[47],"traditionally":[48],"carried":[49],"out":[50],"themselves.":[51],"In":[52,72],"collaborative":[53,83,94,145],"settings,":[54],"these":[55,117],"shifts":[56],"compound,":[57],"complicating":[58],"how":[59,78],"teams":[60],"divide":[61],"labor,":[63],"trust":[64],"one":[65],"another's":[66],"contributions,":[67],"negotiate":[69],"shared":[70,127,152,176],"position":[74],"paper,":[75],"we":[76,119],"examine":[77],"reshapes":[80],"sensemaking":[81],"in":[82,106,130],"work":[85],"propose":[87],"five":[88],"design":[89],"principles":[90],"for":[91,124],"multi-human,":[92],"multi-agent":[93],"sensemaking:":[95],"dynamic":[96,126],"multi-layer":[97],"representations,":[99],"active":[100],"identification":[101],"bridging":[103],"gaps":[105],"understanding,":[107],"critical":[108],"engagement":[109],"with":[110],"information,":[111],"verifiability,":[112],"accountability.":[114],"Building":[115],"on":[116],"principles,":[118],"introduce":[120],"a":[121,125,148,151],"conceptual":[122],"framework":[123,160],"representational":[128],"workspace":[129],"which":[131],"specialized":[135],"agents":[137],"jointly":[138],"gather":[139],"evidence,":[140],"schematize,":[141],"hypothesize,":[142],"pursue":[144],"goals.":[146],"Through":[147],"partner":[149],"agent,":[150,154,158],"space":[153],"an":[156],"orchestrator":[157],"the":[159,162,170],"preserves":[161],"provenance":[163],"authorship":[165],"contributions":[167],"traces":[169],"evolution":[171],"both":[173],"individual":[174],"interpretations,":[177],"supporting":[178],"coherent,":[179],"negotiated":[180],"construction":[182],"current":[184],"tend":[188],"obscure.":[190]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-11T00:00:00"}
