{"id":"https://openalex.org/W3016162267","doi":"https://doi.org/10.1109/mim.2020.9062691","title":"Future trends in I&M: Human-machine co-creation in the rise of AI","display_name":"Future trends in I&M: Human-machine co-creation in the rise of AI","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3016162267","doi":"https://doi.org/10.1109/mim.2020.9062691","mag":"3016162267"},"language":"en","primary_location":{"id":"doi:10.1109/mim.2020.9062691","doi":"https://doi.org/10.1109/mim.2020.9062691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mim.2020.9062691","pdf_url":null,"source":{"id":"https://openalex.org/S121167460","display_name":"IEEE Instrumentation & Measurement Magazine","issn_l":"1094-6969","issn":["1094-6969","1941-0123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Instrumentation &amp; Measurement Magazine","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://nrl.northumbria.ac.uk/id/eprint/43261/1/Human-Machine%20Co-Creation%20in%20the%20Rise%20of%20AI%20-%20author%20version.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084431277","display_name":"Wai Lok Woo","orcid":"https://orcid.org/0000-0002-8698-7605","observed_orcids":["https://orcid.org/0000-0002-8698-7605"]},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Wai Lok Woo","raw_affiliation_strings":["Machine Learning, Northumbria University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning, Northumbria University, UK","institution_ids":["https://openalex.org/I32394136"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5084431277"],"corresponding_institution_ids":["https://openalex.org/I32394136"],"apc_list":{"value":2995,"currency":"USD","value_usd":2995},"apc_paid":null,"fwci":4.7715,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.95354387,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"23","issue":"2","first_page":"71","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.5083000063896179,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.5083000063896179,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.4381999969482422,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.015699999406933784,"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/artificial-intelligence","display_name":"artificial intelligence","score":0.8820000290870667},{"id":"https://openalex.org/keywords/human-machine-co-creation","display_name":"human-machine co-creation","score":0.9350000023841858},{"id":"https://openalex.org/keywords/industrial-automation","display_name":"industrial automation","score":0.7099999785423279},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"smart manufacturing","score":0.7860000133514404},{"id":"https://openalex.org/keywords/personalized-manufacturing","display_name":"personalized production","score":0.6209999918937683},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"predictive maintenance","score":0.6679999828338623},{"id":"https://openalex.org/keywords/future-of-work","display_name":"future of work","score":0.7269999980926514}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6366920471191406},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.586754560470581},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.5575606822967529},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5140799283981323},{"id":"https://openalex.org/C517468935","wikidata":"https://www.wikidata.org/wiki/Q2269","display_name":"Industrial Revolution","level":2,"score":0.5070044994354248},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.4986898899078369},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4929466247558594},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.45958203077316284},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.438781201839447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43861377239227295},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.4254205822944641},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.4252415895462036},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3743981719017029},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36173349618911743},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33597952127456665},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30605125427246094},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.23548656702041626},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.20715659856796265},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16304627060890198},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.11552637815475464},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10935753583908081},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mim.2020.9062691","doi":"https://doi.org/10.1109/mim.2020.9062691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mim.2020.9062691","pdf_url":null,"source":{"id":"https://openalex.org/S121167460","display_name":"IEEE Instrumentation & Measurement Magazine","issn_l":"1094-6969","issn":["1094-6969","1941-0123"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Instrumentation &amp; Measurement Magazine","raw_type":"journal-article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:43261","doi":null,"is_oa":true,"landing_page_url":"http://nrl.northumbria.ac.uk/id/eprint/43261/1/Human-Machine%20Co-Creation%20in%20the%20Rise%20of%20AI%20-%20author%20version.pdf","pdf_url":"http://nrl.northumbria.ac.uk/id/eprint/43261/1/Human-Machine%20Co-Creation%20in%20the%20Rise%20of%20AI%20-%20author%20version.pdf","source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:nrl.northumbria.ac.uk:43261","doi":null,"is_oa":true,"landing_page_url":"http://nrl.northumbria.ac.uk/id/eprint/43261/1/Human-Machine%20Co-Creation%20in%20the%20Rise%20of%20AI%20-%20author%20version.pdf","pdf_url":"http://nrl.northumbria.ac.uk/id/eprint/43261/1/Human-Machine%20Co-Creation%20in%20the%20Rise%20of%20AI%20-%20author%20version.pdf","source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.7032999992370605},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6773999929428101}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3016162267.pdf","grobid_xml":"https://content.openalex.org/works/W3016162267.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2766005220","https://openalex.org/W3217492654"],"related_works":["https://openalex.org/W7037212405","https://openalex.org/W4401208807","https://openalex.org/W7029621257","https://openalex.org/W2906419592","https://openalex.org/W4407589834","https://openalex.org/W3037216450","https://openalex.org/W7108325648","https://openalex.org/W7162780827","https://openalex.org/W4313031817","https://openalex.org/W4399176297"],"abstract_inverted_index":{"The":[0],"emergence":[1],"of":[2,16,39,42,66,75],"Artificial":[3],"Intelligence":[4],"(AI)":[5],"is":[6,28,50,112],"creating":[7],"new":[8],"dimensions":[9],"and":[10,14,88],"redefining":[11],"the":[12,73,78,101,107,119],"concept":[13],"meaning":[15],"work":[17],"in":[18,61,118,130],"industrial":[19,30],"settings.":[20],"Documented":[21],"success":[22],"has":[23],"been":[24],"reported":[25],"where":[26,44,90],"AI":[27,91,109],"transforming":[29],"scenes":[31],"such":[32],"as":[33],"scaling":[34],"large":[35],"operation":[36],"processes,":[37],"speed":[38],"execution,":[40],"flexibility":[41],"processes":[43],"rigid":[45],"manufacturing":[46],"by":[47,138],"dumb":[48],"robots":[49],"replaced":[51],"with":[52,122],"smart":[53],"individualized":[54],"production":[55],"following":[56],"real-time":[57],"customer":[58],"choices,":[59],"decision-making":[60],"which":[62],"a":[63],"huge":[64],"amount":[65],"data":[67,93],"can":[68],"be":[69],"quickly":[70],"available":[71],"at":[72],"fingertips":[74],"workers":[76],"on":[77],"factory":[79],"floor":[80],"or":[81],"even":[82],"prevent":[83],"problems":[84],"before":[85],"they":[86],"happen,":[87],"personalization":[89],"uses":[92],"to":[94,100,114,132],"deliver":[95],"personalized":[96],"user":[97],"experience.":[98],"According":[99],"market":[102,111],"research":[103],"firm":[104],"Trac":[105],"tica,":[106],"global":[108],"software":[110],"expected":[113,134],"experience":[115],"massive":[116],"growth":[117],"coming":[120],"years,":[121],"revenues":[123],"increasing":[124],"from":[125],"around":[126],"US":[127,135],"$9.5":[128],"billion":[129,137],"2018":[131],"an":[133],"$118.6":[136],"2025.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":4}],"updated_date":"2026-09-02T07:38:04.252551","created_date":"2020-04-17T00:00:00"}
