{"id":"https://openalex.org/W3127404604","doi":"https://doi.org/10.1016/j.ijinfomgt.2021.102317","title":"How can artificial intelligence enhance car manufacturing? A Delphi study-based identification and assessment of general use cases","display_name":"How can artificial intelligence enhance car manufacturing? A Delphi study-based identification and assessment of general use cases","publication_year":2021,"publication_date":"2021-02-05","ids":{"openalex":"https://openalex.org/W3127404604","doi":"https://doi.org/10.1016/j.ijinfomgt.2021.102317","mag":"3127404604"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijinfomgt.2021.102317","pdf_url":null,"source":{"id":"https://openalex.org/S189354248","display_name":"International Journal of Information Management","issn_l":"0268-4012","issn":["0268-4012","1873-4707"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5033508746","display_name":"Quirin Demlehner","orcid":"https://orcid.org/0000-0003-1121-4103"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]},{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Quirin Demlehner","raw_affiliation_strings":["Friedrich-Alexander University Erlangen-Nuremberg, F\u00fcrther Stra\u00dfe 248, N\u00fcrnberg, 90429, Germany","Siemens AG, Gleiwitzer Stra\u00dfe 555, N\u00fcrnberg, 90475, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University Erlangen-Nuremberg, F\u00fcrther Stra\u00dfe 248, N\u00fcrnberg, 90429, Germany","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Siemens AG, Gleiwitzer Stra\u00dfe 555, N\u00fcrnberg, 90475, Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036080902","display_name":"Daniel Schoemer","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]},{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Schoemer","raw_affiliation_strings":["Friedrich-Alexander University Erlangen-Nuremberg, F\u00fcrther Stra\u00dfe 248, N\u00fcrnberg, 90429, Germany","Siemens AG, Gleiwitzer Stra\u00dfe 555, N\u00fcrnberg, 90475, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University Erlangen-Nuremberg, F\u00fcrther Stra\u00dfe 248, N\u00fcrnberg, 90429, Germany","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Siemens AG, Gleiwitzer Stra\u00dfe 555, N\u00fcrnberg, 90475, Germany","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058015959","display_name":"Sven Laumer","orcid":"https://orcid.org/0000-0002-9430-5774"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sven Laumer","raw_affiliation_strings":["Friedrich-Alexander University Erlangen-Nuremberg, F\u00fcrther Stra\u00dfe 248, N\u00fcrnberg, 90429, Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University Erlangen-Nuremberg, F\u00fcrther Stra\u00dfe 248, N\u00fcrnberg, 90429, Germany","institution_ids":["https://openalex.org/I181369854"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033508746"],"corresponding_institution_ids":["https://openalex.org/I181369854","https://openalex.org/I1325886976"],"apc_list":{"value":3150,"currency":"USD","value_usd":3150,"provenance":"doaj"},"apc_paid":null,"fwci":10.683,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.999894,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"58","issue":null,"first_page":"102317","last_page":"102317"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11912","display_name":"Information Systems Outsourcing and Offshoring","score":0.9864,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11912","display_name":"Information Systems Outsourcing and Offshoring","score":0.9864,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Industry 4.0 and Digital Transformation in Manufacturing","score":0.9831,"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/T12443","display_name":"The Delphi Method in Research and Consensus Building","score":0.9771,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.56734705},{"id":"https://openalex.org/keywords/delphi-method","display_name":"Delphi method","score":0.5225641},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"Smart Manufacturing","score":0.488309},{"id":"https://openalex.org/keywords/delphi","display_name":"Delphi","score":0.4532061}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5916912},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.56734705},{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.5225641},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46149457},{"id":"https://openalex.org/C2779495148","wikidata":"https://www.wikidata.org/wiki/Q487378","display_name":"Delphi","level":2,"score":0.4532061},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45269635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43960238},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42246276},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3990297},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38337052},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3708084},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ijinfomgt.2021.102317","pdf_url":null,"source":{"id":"https://openalex.org/S189354248","display_name":"International Journal of Information Management","issn_l":"0268-4012","issn":["0268-4012","1873-4707"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.56,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":125,"referenced_works":["https://openalex.org/W1498234755","https://openalex.org/W1514777062","https://openalex.org/W1527311855","https://openalex.org/W1539793750","https://openalex.org/W168270356","https://openalex.org/W193124107","https://openalex.org/W1974393089","https://openalex.org/W1974756554","https://openalex.org/W1974947427","https://openalex.org/W1975411423","https://openalex.org/W1984779461","https://openalex.org/W1985516449","https://openalex.org/W2002872958","https://openalex.org/W2004868876","https://openalex.org/W2006456082","https://openalex.org/W2006479099","https://openalex.org/W2015448979","https://openalex.org/W2020075726","https://openalex.org/W2020602812","https://openalex.org/W2022763861","https://openalex.org/W2024635712","https://openalex.org/W2038023736","https://openalex.org/W2054052149","https://openalex.org/W2059384790","https://openalex.org/W2059449918","https://openalex.org/W2062905336","https://openalex.org/W2071811916","https://openalex.org/W2074236222","https://openalex.org/W2075421224","https://openalex.org/W2080744310","https://openalex.org/W2084889246","https://openalex.org/W2086333400","https://openalex.org/W2089052987","https://openalex.org/W2090622263","https://openalex.org/W2096785418","https://openalex.org/W2101720221","https://openalex.org/W2102044943","https://openalex.org/W2103905400","https://openalex.org/W2104601712","https://openalex.org/W2108681655","https://openalex.org/W2111661250","https://openalex.org/W2112443865","https://openalex.org/W2112644857","https://openalex.org/W2123687449","https://openalex.org/W2124800817","https://openalex.org/W2133332700","https://openalex.org/W2138486929","https://openalex.org/W2143075311","https://openalex.org/W2147302273","https://openalex.org/W2148130848","https://openalex.org/W2161331734","https://openalex.org/W2164708884","https://openalex.org/W2167368829","https://openalex.org/W2169703213","https://openalex.org/W2170589923","https://openalex.org/W2170864940","https://openalex.org/W2189593890","https://openalex.org/W2275574983","https://openalex.org/W2481870408","https://openalex.org/W2496777941","https://openalex.org/W2516670498","https://openalex.org/W2526196914","https://openalex.org/W2540909167","https://openalex.org/W2560579139","https://openalex.org/W2563951976","https://openalex.org/W2568198771","https://openalex.org/W2584728894","https://openalex.org/W2600578627","https://openalex.org/W2724254559","https://openalex.org/W2730633371","https://openalex.org/W2734677279","https://openalex.org/W2741360616","https://openalex.org/W2768184783","https://openalex.org/W2770091378","https://openalex.org/W2770198335","https://openalex.org/W2789102937","https://openalex.org/W2799376383","https://openalex.org/W2800448691","https://openalex.org/W2800633717","https://openalex.org/W2809486042","https://openalex.org/W2888740646","https://openalex.org/W2890098390","https://openalex.org/W2897275511","https://openalex.org/W2902461985","https://openalex.org/W2902750482","https://openalex.org/W2911336395","https://openalex.org/W2914639571","https://openalex.org/W2934302500","https://openalex.org/W2944513531","https://openalex.org/W2947308709","https://openalex.org/W2947855034","https://openalex.org/W2969096350","https://openalex.org/W2969625533","https://openalex.org/W2973187769","https://openalex.org/W3013749582","https://openalex.org/W3020807179","https://openalex.org/W3024030968","https://openalex.org/W3033847829","https://openalex.org/W3035686316","https://openalex.org/W3038976147","https://openalex.org/W3042364026","https://openalex.org/W3046527520","https://openalex.org/W3046539507","https://openalex.org/W3079713928","https://openalex.org/W3085480867","https://openalex.org/W3089535281","https://openalex.org/W3092788160","https://openalex.org/W3132702135","https://openalex.org/W3137042118","https://openalex.org/W3173892171","https://openalex.org/W3209069841","https://openalex.org/W4211254520","https://openalex.org/W4229505066","https://openalex.org/W4230718541","https://openalex.org/W4233278670","https://openalex.org/W4233881448","https://openalex.org/W4233957238","https://openalex.org/W4236275923","https://openalex.org/W4239517541","https://openalex.org/W4243919462","https://openalex.org/W4243970941","https://openalex.org/W4300797959","https://openalex.org/W4318624870","https://openalex.org/W4365800070","https://openalex.org/W94301612"],"related_works":["https://openalex.org/W2971523465","https://openalex.org/W2224226767","https://openalex.org/W2062050714","https://openalex.org/W2041058937","https://openalex.org/W2031546510","https://openalex.org/W2030487194","https://openalex.org/W2001765788","https://openalex.org/W1969884608","https://openalex.org/W1965155071","https://openalex.org/W1573061253"],"abstract_inverted_index":{"The":[0],"latest":[1],"boom":[2],"of":[3,16,34,64,73,86,89,116],"artificial":[4],"intelligence":[5],"(AI)":[6],"has":[7],"left":[8],"the":[9,39,61,69,114,124,170,200,238],"information":[10],"management":[11],"community":[12],"in":[13,142,232,251],"strong":[14],"need":[15],"structure-providing,":[17],"high-level":[18,164],"overview":[19,207],"works.":[20],"Such":[21],"works":[22],"are":[23,75],"supposed":[24],"to":[25,31,55,95,103,128,160,203,212],"allow":[26],"both":[27],"researchers":[28],"and":[29,93,119,150,180,195,211,243],"practitioners":[30],"keep":[32],"track":[33],"that":[35,51,218,226,252],"steep":[36],"development":[37],"across":[38],"technology's":[40],"numerous":[41],"possible":[42],"application":[43],"domains.":[44],"So":[45],"it":[46,80],"is":[47,53,100],"among":[48],"other":[49],"things":[50],"AI":[52,112,168],"said":[54],"incorporate":[56],"enormous":[57],"potential":[58],"for":[59,111,167],"reducing":[60],"operational":[62],"costs":[63],"car":[65,117,172,235],"manufacturers":[66],"all":[67],"over":[68,148],"globe.":[70],"Nevertheless,":[71],"many":[72],"them":[74],"still":[76],"struggling":[77],"with":[78,139,234],"adopting":[79],"at":[81,130,208],"large":[82],"scale":[83],"just":[84],"because":[85],"a":[87,136,151,155],"lack":[88],"knowledge":[90],"on":[91,217],"if":[92],"where":[94],"apply":[96],"it.":[97],"This":[98],"study":[99,138,202],"therefore":[101,245],"designed":[102],"find":[104],"out":[105],"which":[106,120],"general":[107],"use":[108,165,184,223],"cases":[109,166,185,224],"exist":[110],"within":[113,186,237],"context":[115],"manufacturing":[118,173,236],"ones":[121,127],"might":[122],"be":[123,246],"most":[125],"promising":[126],"pursue":[129],"this":[131],"early":[132],"stage.":[133],"We":[134],"conducted":[135],"Delphi":[137],"39":[140],"experts":[141],"25":[143],"different":[144,163,188],"globally":[145],"scattered":[146],"organizations":[147],"one":[149,209],"half":[152],"years.":[153],"As":[154],"result,":[156],"we":[157],"were":[158],"able":[159],"identify":[161],"20":[162,183],"along":[169],"entire":[171],"process.":[174],"Our":[175],"panelists":[176],"have":[177,228],"completely":[178,249],"ranked":[179],"assessed":[181],"those":[182],"two":[187],"dimensions,":[189],"i.e.,":[190],"their":[191,196],"estimated":[192],"business":[193],"value":[194],"realizability.":[197],"Besides":[198],"being":[199],"first":[201],"provide":[204],"such":[205,214],"an":[206],"glance":[210],"give":[213],"quantitative":[215],"insights":[216],"steeply":[219],"emerging":[220],"topic,":[221],"four":[222],"from":[225],"list":[227],"never":[229],"been":[230],"discussed":[231],"connection":[233],"scientific":[239],"literature":[240],"until":[241],"now":[242],"can":[244],"considered":[247],"as":[248],"new":[250],"regard.":[253]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3127404604","counts_by_year":[{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":13}],"updated_date":"2024-11-08T04:21:12.082038","created_date":"2021-02-15"}