{"id":"https://openalex.org/W2575655030","doi":"https://doi.org/10.3233/978-1-61499-672-9-542","title":"Factors of Collective Intelligence: How Smart Are Agent Collectives?","display_name":"Factors of Collective Intelligence: How Smart Are Agent Collectives?","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2575655030","doi":"https://doi.org/10.3233/978-1-61499-672-9-542","mag":"2575655030"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-672-9-542","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-672-9-542","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-672-9-542","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014624582","display_name":"Nader Chmait","orcid":"https://orcid.org/0000-0002-3152-382X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Chmait Nader","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038085743","display_name":"David L. Dowe","orcid":"https://orcid.org/0000-0002-0583-5918"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dowe David L.","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017943466","display_name":"Yuan-Fang Li","orcid":"https://orcid.org/0000-0003-4651-2821"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Li Yuan-Fang","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340819","display_name":"David Green","orcid":"https://orcid.org/0000-0002-9488-6601"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Green David G.","raw_affiliation_strings":["Monash University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Melbourne, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009523523","display_name":"Javier Insa-Cabrera","orcid":null},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Insa-Cabrera Javier","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Val\u00e8ncia-Polytechnic University of Valencia"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Val\u00e8ncia-Polytechnic University of Valencia","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014624582"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":3.0032,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.91793249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9764999747276306,"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"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9764000177383423,"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/collective-intelligence","display_name":"Collective intelligence","score":0.6335718631744385},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41035473346710205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3784095048904419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28845322132110596}],"concepts":[{"id":"https://openalex.org/C89057211","wikidata":"https://www.wikidata.org/wiki/Q432197","display_name":"Collective intelligence","level":2,"score":0.6335718631744385},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41035473346710205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3784095048904419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28845322132110596}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-672-9-542","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-672-9-542","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.vu.edu.au:38514","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/38514/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-672-9-542","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-672-9-542","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W4245645","https://openalex.org/W10359634","https://openalex.org/W83303476","https://openalex.org/W98001358","https://openalex.org/W1453430895","https://openalex.org/W1502316182","https://openalex.org/W1638203394","https://openalex.org/W1995875735","https://openalex.org/W2008626414","https://openalex.org/W2053225543","https://openalex.org/W2077929361","https://openalex.org/W2110610901","https://openalex.org/W2117703827","https://openalex.org/W2120220258","https://openalex.org/W2122309512","https://openalex.org/W2139981886","https://openalex.org/W2144713064","https://openalex.org/W2145790759","https://openalex.org/W2158392329","https://openalex.org/W2164727176","https://openalex.org/W2167667698","https://openalex.org/W2194225532","https://openalex.org/W2294448568","https://openalex.org/W2411911989","https://openalex.org/W3139377883"],"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":{"The":[0,136],"dynamics":[1],"and":[2,14,46,63,90,109,143,152],"characteristics":[3],"behind":[4],"intelligent":[5],"cognitive":[6,61,96],"systems":[7,62],"lie":[8],"at":[9],"the":[10,25,36,55,75,92,100,126,141,146,155],"heart":[11],"of":[12,21,38,57,67,77,87,94,102,118,129,145,149,157],"understanding,":[13],"devising,":[15],"successful":[16],"solutions":[17],"to":[18,42,140],"a":[19,39,68,85,116],"variety":[20],"multiagent":[22,150],"problems.":[23],"Despite":[24],"extant":[26],"literature":[27],"on":[28,106],"collective":[29,40,78,113,147],"intelligence,":[30],"important":[31],"questions":[32],"like":[33],"&amp;ldquo;how":[34],"does":[35],"effectiveness":[37,93],"compare":[41],"its":[43],"isolated":[44],"members?&amp;rdquo;":[45],"&amp;ldquo;are":[47],"there":[48],"some":[49,82],"general":[50],"rules":[51],"or":[52],"properties":[53],"shaping":[54],"spread":[56],"intelligence":[58,79,107,114,158],"across":[59],"various":[60],"environments?&amp;rdquo;":[64],"remain":[65],"somewhat":[66],"mystery.":[69],"In":[70],"this":[71],"paper":[72],"we":[73],"develop":[74],"idea":[76],"by":[80],"giving":[81],"insight":[83],"into":[84],"range":[86],"factors":[88],"hindering":[89],"influencing":[91],"interactive":[95],"systems.":[97],"We":[98,122],"measure":[99],"influence":[101],"each":[103],"examined":[104],"factor":[105],"independently,":[108],"empirically":[110],"show":[111],"that":[112],"is":[115,138],"function":[117],"them":[119],"all":[120],"simultaneously.":[121],"further":[123],"investigate":[124],"how":[125],"organisational":[127],"structure":[128],"equally":[130],"sized":[131],"groups":[132],"shapes":[133],"their":[134],"effectiveness.":[135],"outcome":[137],"fundamental":[139],"understanding":[142],"prediction":[144],"performance":[148],"systems,":[151],"for":[153],"quantifying":[154],"emergence":[156],"over":[159],"different":[160],"environmental":[161],"settings.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
