{"id":"https://openalex.org/W4305072976","doi":"https://doi.org/10.1108/k-03-2022-0472","title":"Co-evolutionary hybrid intelligence is a key concept for the world intellectualization","display_name":"Co-evolutionary hybrid intelligence is a key concept for the world intellectualization","publication_year":2022,"publication_date":"2022-10-13","ids":{"openalex":"https://openalex.org/W4305072976","doi":"https://doi.org/10.1108/k-03-2022-0472"},"language":"en","primary_location":{"id":"doi:10.1108/k-03-2022-0472","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-03-2022-0472","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039153880","display_name":"Kirill Krinkin","orcid":"https://orcid.org/0000-0001-5949-7830"},"institutions":[{"id":"https://openalex.org/I41518628","display_name":"Saint Petersburg State Electrotechnical University","ror":"https://ror.org/023bq8521","country_code":"RU","type":"education","lineage":["https://openalex.org/I41518628"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Kirill Krinkin","raw_affiliation_strings":["Department of Software Engineering and Computer Applications, Saint Petersburg Electrotechnical University LETI, Saint-Petersburg, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Computer Applications, Saint Petersburg Electrotechnical University LETI, Saint-Petersburg, Russian Federation","institution_ids":["https://openalex.org/I41518628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052406060","display_name":"Yulia Shichkina","orcid":"https://orcid.org/0000-0001-7140-1686"},"institutions":[{"id":"https://openalex.org/I41518628","display_name":"Saint Petersburg State Electrotechnical University","ror":"https://ror.org/023bq8521","country_code":"RU","type":"education","lineage":["https://openalex.org/I41518628"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Yulia Shichkina","raw_affiliation_strings":["Faculty of Computer Science and Technology, Saint Petersburg Electrotechnical University LETI, Saint-Petersburg, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Technology, Saint Petersburg Electrotechnical University LETI, Saint-Petersburg, Russian Federation","institution_ids":["https://openalex.org/I41518628"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081944295","display_name":"Andrey Ignatyev","orcid":"https://orcid.org/0000-0003-4256-0850"},"institutions":[{"id":"https://openalex.org/I184139950","display_name":"Moscow State Institute of International Relations","ror":"https://ror.org/04zn7jb34","country_code":"RU","type":"education","lineage":["https://openalex.org/I184139950"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Ignatyev","raw_affiliation_strings":["Center for Global IT Cooperation, MGIMO University, Moscow, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Center for Global IT Cooperation, MGIMO University, Moscow, Russian Federation","institution_ids":["https://openalex.org/I184139950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039153880"],"corresponding_institution_ids":["https://openalex.org/I41518628"],"apc_list":null,"apc_paid":null,"fwci":6.6662,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.96924443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"52","issue":"9","first_page":"2907","last_page":"2923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14345","display_name":"Scientific Research and Philosophical Inquiry","score":0.8896999955177307,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14345","display_name":"Scientific Research and Philosophical Inquiry","score":0.8896999955177307,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.8784999847412109,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.8629000186920166,"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/computer-science","display_name":"Computer science","score":0.7034018635749817},{"id":"https://openalex.org/keywords/human-intelligence","display_name":"Human intelligence","score":0.6846586465835571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.659486711025238},{"id":"https://openalex.org/keywords/intellectualization","display_name":"Intellectualization","score":0.6415919065475464},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5014772415161133},{"id":"https://openalex.org/keywords/artificial-general-intelligence","display_name":"Artificial general intelligence","score":0.4853731393814087},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.45924949645996094},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.42706766724586487},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25855299830436707},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08450973033905029},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.08067706227302551}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7034018635749817},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.6846586465835571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.659486711025238},{"id":"https://openalex.org/C130631938","wikidata":"https://www.wikidata.org/wiki/Q144894","display_name":"Intellectualization","level":2,"score":0.6415919065475464},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5014772415161133},{"id":"https://openalex.org/C162027153","wikidata":"https://www.wikidata.org/wiki/Q2264109","display_name":"Artificial general intelligence","level":2,"score":0.4853731393814087},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.45924949645996094},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.42706766724586487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25855299830436707},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08450973033905029},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.08067706227302551},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-03-2022-0472","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-03-2022-0472","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W68563055","https://openalex.org/W1526384452","https://openalex.org/W1821148699","https://openalex.org/W1969469858","https://openalex.org/W2052658660","https://openalex.org/W2080049039","https://openalex.org/W2137079713","https://openalex.org/W2140090747","https://openalex.org/W2140797606","https://openalex.org/W2142753384","https://openalex.org/W2511953903","https://openalex.org/W2555139634","https://openalex.org/W2594475271","https://openalex.org/W2765305414","https://openalex.org/W2807076281","https://openalex.org/W2809925683","https://openalex.org/W2901418095","https://openalex.org/W2903036152","https://openalex.org/W2951073610","https://openalex.org/W2955088691","https://openalex.org/W2969912247","https://openalex.org/W2981908478","https://openalex.org/W2991453428","https://openalex.org/W2995528912","https://openalex.org/W2997575357","https://openalex.org/W3006597482","https://openalex.org/W3028252789","https://openalex.org/W3036985664","https://openalex.org/W3041637331","https://openalex.org/W3046399757","https://openalex.org/W3046790198","https://openalex.org/W3082001659","https://openalex.org/W3093822724","https://openalex.org/W3124426278","https://openalex.org/W3134165704","https://openalex.org/W3134910039","https://openalex.org/W3157841300","https://openalex.org/W3159096324","https://openalex.org/W3176772747","https://openalex.org/W3179539006","https://openalex.org/W3190245681","https://openalex.org/W3195428846","https://openalex.org/W3212480194","https://openalex.org/W4233417001","https://openalex.org/W4297433459","https://openalex.org/W6769679262"],"related_works":["https://openalex.org/W2365774054","https://openalex.org/W4200196339","https://openalex.org/W3038748417","https://openalex.org/W4315490117","https://openalex.org/W2750931713","https://openalex.org/W3120571876","https://openalex.org/W2796077666","https://openalex.org/W3049728495","https://openalex.org/W4297833819","https://openalex.org/W2906001630"],"abstract_inverted_index":{"Purpose":[0],"This":[1],"study":[2],"aims":[3],"to":[4,11,29,48,64,72,105,115,125,147,178,188,202,223,243,254,275,336,396,430],"show":[5,173],"the":[6,9,12,31,51,55,69,96,224,276,290,294,298,326,334,342,345,358,365,372,382,388,397,428,433,442,445,471,483,492,495,503,509,512,520,525,544,547],"inconsistency":[7],"of":[8,14,35,39,54,204,227,248,260,262,268,278,284,296,300,317,328,344,360,367,371,378,384,390,399,427,435,447,456,466,474,482,494,497,514,522,524,546],"approach":[10,429],"development":[13,37,90,217,226,261,266,327,434,496,513],"artificial":[15,88,112,152,183,215,256,271,419],"intelligence":[16,36,59,89,113,153,184,191,216,228,263,330,403,420,437,458,461,501,515],"as":[17,293],"an":[18,141,255],"independent":[19],"tool":[20,24],"(just":[21],"one":[22],"more":[23],"that":[25,50,145,174,233,511,542],"humans":[26],"have":[27,176,412],"developed);":[28],"describe":[30],"logic":[32],"and":[33,47,57,79,108,127,143,192,209,229,270,350,387,409,415,421,450,459,476,499,531,538],"concept":[34],"regardless":[38],"its":[40,230],"substrate:":[41],"a":[42,45,66,132,179,314,338,488],"human":[43,58,119,155,190,269,460,500],"or":[44,116],"machine":[46,56,422,457,498],"prove":[49],"co-evolutionary":[52,401],"hybridization":[53],"will":[60,439,462],"make":[61],"it":[62,241],"possible":[63],"reach":[65],"solution":[67],"for":[68,87,111],"problems":[70],"inaccessible":[71],"humanity":[73],"so":[74],"far":[75],"(global":[76],"climate":[77],"monitoring":[78],"control,":[80],"pandemics,":[81],"etc.).":[82],"Design/methodology/approach":[83],"The":[84,101,258,282,322,376,480],"global":[85,472,529],"trend":[86],"(has":[91],"been)":[92],"was":[93,104],"set":[94],"during":[95],"Dartmouth":[97],"seminar":[98],"in":[99,131,198,236,289,341,417,502],"1956.":[100],"main":[102],"goal":[103],"define":[106],"characteristics":[107],"research":[109,484],"directions":[110],"comparable":[114],"even":[117,193],"outperforming":[118],"intelligence.":[120,301],"It":[121,302],"should":[122,273,516],"be":[123,195,220,244,252,308,405],"able":[124],"acquire":[126],"create":[128,337],"new":[129,468,489,507],"knowledge":[130,146,306,385],"highly":[133],"uncertain":[134],"dynamic":[135],"environment":[136,139],"(the":[137],"real-world":[138],"is":[140,242,287,303,485,508],"example)":[142],"apply":[144,453],"solving":[148],"practical":[149],"problems.":[150],"Nowadays":[151],"overperforms":[154],"abilities":[156],"(playing":[157],"games,":[158],"speech":[159],"recognition,":[160],"search,":[161],"art":[162],"generation,":[163],"extracting":[164],"patterns":[165],"from":[166,407],"data":[167],"etc.),":[168],"but":[169],"all":[170],"these":[171],"examples":[172],"developers":[175,410,446],"come":[177],"dead":[180],"end.":[181],"Narrow":[182],"has":[185],"no":[186],"connection":[187],"real":[189],"cannot":[194],"successfully":[196],"used":[197],"many":[199,210],"cases":[200],"due":[201],"lack":[203],"transparency,":[205],"explainability,":[206],"computational":[207],"ineffectiveness":[208],"other":[211],"limits.":[212],"A":[213],"strong":[214],"model":[218],"can":[219,251,307,404],"discussed":[221],"unrelated":[222],"substrate":[225],"general":[231],"properties":[232],"are":[234,331],"inherent":[235],"this":[237,391],"development.":[238],"Only":[239],"then":[240],"clarified":[245],"which":[246],"part":[247],"cognitive":[249,280,285],"functions":[250],"transferred":[253,309],"medium.":[257],"process":[259],"(as":[264],"mutual":[265],"(co-development)":[267],"intelligence)":[272],"correspond":[274],"property":[277],"increasing":[279],"interoperability.":[281],"degree":[283],"interoperability":[286,332],"arranged":[288],"same":[291],"way":[292],"method":[295],"measuring":[297],"strength":[299],"stronger":[304],"if":[305],"between":[310,444],"different":[311],"domains":[312],"on":[313,381,414],"higher":[315],"level":[316],"abstraction":[318],"(Chollet,":[319],"2018).":[320],"Findings":[321],"key":[323],"factors":[324],"behind":[325],"hybrid":[329,402,436,535],"\u2013":[333,356],"ability":[335,363],"common":[339],"ontology":[340],"context":[343],"problem":[346],"being":[347],"solved,":[348],"plan":[349],"carry":[351],"out":[352],"joint":[353],"activities;":[354],"co-evolution":[355,379,504],"ensuring":[357],"growth":[359],"aggregate":[361],"intellectual":[362],"without":[364],"loss":[366],"subjectness":[368],"by":[369],"each":[370],"substrates":[373],"(human,":[374],"machine).":[375],"rate":[377,383],"depends":[380],"interchange":[386],"manufacturability":[389],"process.":[392],"Research":[393],"limitations/implications":[394],"Resistance":[395],"idea":[398],"developing":[400],"expected":[406],"agents":[408],"who":[411,452],"bet":[413],"invested":[416],"data-driven":[418],"learning.":[423],"Practical":[424],"implications":[425],"Revision":[426],"intellectualization":[431],"through":[432],"methods":[438],"help":[440],"bridge":[441],"gap":[443],"specific":[448],"solutions":[449,469],"those":[451],"them.":[454],"Co-evolution":[455],"ensure":[463],"seamless":[464],"integration":[465,523],"smart":[467],"into":[470],"division":[473],"labor":[475],"social":[477],"institutions.":[478],"Originality/value":[479],"novelty":[481],"connected":[486],"with":[487],"look":[490],"at":[491],"principles":[493],"style.":[505],"Also":[506],"statement":[510],"take":[517],"place":[518],"within":[519],"framework":[521],"following":[526],"four":[527],"domains:":[528],"challenges":[530],"tasks,":[532],"concepts":[533],"(general":[534],"intelligence),":[536],"technologies":[537],"products":[539],"(specific":[540],"applications":[541],"satisfy":[543],"needs":[545],"market).":[548]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}