{"id":"https://openalex.org/W7167730529","doi":"https://doi.org/10.48550/arxiv.2607.05593","title":"Collective Cognition in Hybrid Groups: A Network Science Synthesis","display_name":"Collective Cognition in Hybrid Groups: A Network Science Synthesis","publication_year":2026,"publication_date":"2026-07-06","ids":{"openalex":"https://openalex.org/W7167730529","doi":"https://doi.org/10.48550/arxiv.2607.05593"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2607.05593","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.05593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"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.2607.05593","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043382223","display_name":"Babak Hemmatian","orcid":"https://orcid.org/0000-0001-6138-5782"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hemmatian, Babak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140259144","display_name":"Razan Baltaji","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baltaji, Razan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5065423139","display_name":"Lav R. Varshney","orcid":"https://orcid.org/0000-0003-2798-5308"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Varshney, Lav R.","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/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.2298000007867813,"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"}},"topics":[{"id":"https://openalex.org/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.2298000007867813,"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/T11883","display_name":"Embodied and Extended Cognition","score":0.121799997985363,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10970","display_name":"Team Dynamics and Performance","score":0.11020000278949738,"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/perspective","display_name":"Perspective (graphical)","score":0.5473999977111816},{"id":"https://openalex.org/keywords/network-science","display_name":"Network science","score":0.5270000100135803},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.515500009059906},{"id":"https://openalex.org/keywords/collective-intelligence","display_name":"Collective intelligence","score":0.5012000203132629},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4320000112056732},{"id":"https://openalex.org/keywords/transactive-memory","display_name":"Transactive memory","score":0.4320000112056732},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.4300000071525574},{"id":"https://openalex.org/keywords/through-the-lens-metering","display_name":"Through-the-lens metering","score":0.39660000801086426},{"id":"https://openalex.org/keywords/human-intelligence","display_name":"Human intelligence","score":0.3553999960422516}],"concepts":[{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.6244999766349792},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5473999977111816},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.5270000100135803},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.515500009059906},{"id":"https://openalex.org/C89057211","wikidata":"https://www.wikidata.org/wiki/Q432197","display_name":"Collective intelligence","level":2,"score":0.5012000203132629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4964999854564667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44179999828338623},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4399000108242035},{"id":"https://openalex.org/C166729404","wikidata":"https://www.wikidata.org/wiki/Q7833742","display_name":"Transactive memory","level":2,"score":0.4320000112056732},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4320000112056732},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.4300000071525574},{"id":"https://openalex.org/C43091099","wikidata":"https://www.wikidata.org/wiki/Q1067788","display_name":"Through-the-lens metering","level":3,"score":0.39660000801086426},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.3553999960422516},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34950000047683716},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3346000015735626},{"id":"https://openalex.org/C170494330","wikidata":"https://www.wikidata.org/wiki/Q1778434","display_name":"Cognitive map","level":3,"score":0.3179999887943268},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31119999289512634},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.30640000104904175},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C100339178","wikidata":"https://www.wikidata.org/wiki/Q2548752","display_name":"Collective behavior","level":2,"score":0.29429998993873596},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2897999882698059},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.28700000047683716},{"id":"https://openalex.org/C2780342009","wikidata":"https://www.wikidata.org/wiki/Q18387795","display_name":"Perspective-taking","level":3,"score":0.2824999988079071},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.2766999900341034},{"id":"https://openalex.org/C201770970","wikidata":"https://www.wikidata.org/wiki/Q17143093","display_name":"Socio-cognitive","level":3,"score":0.2728999853134155},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2685000002384186},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2644999921321869},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.26339998841285706},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2607.05593","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.05593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2607.05593","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2607.05593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"growing":[1],"integration":[2],"of":[3,14,44,89,167,211],"AI":[4,168],"agents":[5],"into":[6],"human":[7,165],"teams":[8],"calls":[9],"for":[10,203],"a":[11,41,178],"principled":[12],"understanding":[13],"how":[15,25,45,67,96,116,187],"collective":[16,81,107],"intelligence":[17,213],"emerges":[18],"in":[19,109,160,174,196],"hybrid":[20,74,121,124,175,197,212],"systems.":[21,214],"Recent":[22],"frameworks":[23],"clarify":[24,186],"attention,":[26,90],"memory,":[27,91],"and":[28,37,70,83,92,103,111,130,135,150,154,190,199,207],"reasoning":[29],"differences":[30,47],"shape":[31,106],"human-AI":[32,128],"interaction":[33],"at":[34],"the":[35,87,208],"individual":[36,134],"dyadic":[38],"levels,":[39],"but":[40,170],"formal":[42],"account":[43],"these":[46,117],"scale":[48],"to":[49,73,120],"group-level":[50],"dynamics":[51],"is":[52],"lacking.":[53],"Most":[54],"network":[55,79,143,183],"science":[56],"has":[57],"examined":[58],"either":[59],"human-only":[60,110],"or":[61],"multi-agent":[62,84],"AI-only":[63,112],"systems,":[64],"leaving":[65],"open":[66],"its":[68],"findings":[69],"parametrizations":[71],"translate":[72],"groups.":[75],"This":[76],"chapter":[77],"synthesizes":[78],"science,":[80,184],"cognition,":[82],"systems":[85,180],"through":[86],"lens":[88],"reasoning.":[93],"We":[94],"review":[95],"task":[97],"environments,":[98],"group":[99],"topologies,":[100],"agent-level":[101],"processes,":[102],"incentive":[104],"structures":[105],"outcomes":[108],"networks,":[113],"then":[114],"examine":[115],"results":[118],"extend":[119],"settings,":[122],"conceptualizing":[123],"networks":[125],"as":[126,164],"heterogeneous":[127],"nodes":[129],"links":[131],"with":[132,182,201],"distinct":[133],"transactive":[136],"constraints.":[137],"Our":[138],"comparative":[139],"analysis":[140],"identifies":[141],"which":[142,151],"effects":[144],"are":[145],"robust":[146],"across":[147],"agent":[148],"types":[149],"require":[152],"revision,":[153],"highlights":[155],"configurations":[156],"that":[157],"were":[158],"peripheral":[159],"single-type":[161],"traditions,":[162],"such":[163],"gatekeepers":[166],"sub-networks,":[169],"become":[171],"structurally":[172],"central":[173],"teams.":[176],"Integrating":[177],"cognitive":[179],"perspective":[181],"we":[185],"established":[188],"exploration-exploitation":[189],"efficiency-redundancy":[191],"trade-offs":[192],"may":[193],"operate":[194],"differently":[195],"teams,":[198],"conclude":[200],"implications":[202],"organizational":[204],"design,":[205],"governance,":[206],"responsible":[209],"development":[210]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-07-09T00:00:00"}
