{"id":"https://openalex.org/W4400720339","doi":"https://doi.org/10.1016/j.ijinfomgt.2024.102824","title":"Conceptualizing generative AI as style engines: Application archetypes and implications","display_name":"Conceptualizing generative AI as style engines: Application archetypes and implications","publication_year":2024,"publication_date":"2024-07-17","ids":{"openalex":"https://openalex.org/W4400720339","doi":"https://doi.org/10.1016/j.ijinfomgt.2024.102824"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijinfomgt.2024.102824","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ijinfomgt.2024.102824","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039663862","display_name":"Kai Riemer","orcid":"https://orcid.org/0000-0002-2348-8315"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Kai Riemer","raw_affiliation_strings":["The University of Sydney Business School, Abercrombie Business School Building H70, Darlington, NSW 2008, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Sydney Business School, Abercrombie Business School Building H70, Darlington, NSW 2008, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086231131","display_name":"Sandra Peter","orcid":"https://orcid.org/0000-0002-8431-7368"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sandra Peter","raw_affiliation_strings":["The University of Sydney Business School, Abercrombie Business School Building H70, Darlington, NSW 2008, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Sydney Business School, Abercrombie Business School Building H70, Darlington, NSW 2008, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039663862"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":3150,"currency":"USD","value_usd":3150,"provenance":"doaj"},"apc_paid":{"value":3150,"currency":"USD","value_usd":3150,"provenance":"doaj"},"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":86,"max":94},"biblio":{"volume":"79","issue":null,"first_page":"102824","last_page":"102824"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethical Implications of Artificial Intelligence","score":0.9825,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10883","display_name":"Ethical Implications of Artificial Intelligence","score":0.9825,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T12026","display_name":"Explainable Artificial Intelligence","score":0.955,"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/T12128","display_name":"Artificial Intelligence in Service Industry","score":0.9508,"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/archetype","display_name":"Archetype","score":0.6983164},{"id":"https://openalex.org/keywords/interpretable-models","display_name":"Interpretable Models","score":0.569955},{"id":"https://openalex.org/keywords/model-interpretability","display_name":"Model Interpretability","score":0.537111},{"id":"https://openalex.org/keywords/machine-learning-interpretability","display_name":"Machine Learning Interpretability","score":0.533112},{"id":"https://openalex.org/keywords/responsibility-in-ai","display_name":"Responsibility in AI","score":0.516176},{"id":"https://openalex.org/keywords/xai-concepts","display_name":"XAI Concepts","score":0.515501}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.791183},{"id":"https://openalex.org/C49848784","wikidata":"https://www.wikidata.org/wiki/Q131714","display_name":"Archetype","level":2,"score":0.6983164},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.68936324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4365151},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.33373773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31698155},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23325408},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.22822973},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.13908899}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijinfomgt.2024.102824","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijinfomgt.2024.102824","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":67,"referenced_works":["https://openalex.org/W1662133657","https://openalex.org/W1980243955","https://openalex.org/W2024574665","https://openalex.org/W2163922914","https://openalex.org/W2475287302","https://openalex.org/W2517842678","https://openalex.org/W2528491735","https://openalex.org/W2603777577","https://openalex.org/W2768202326","https://openalex.org/W2903671316","https://openalex.org/W2919115771","https://openalex.org/W2962770929","https://openalex.org/W2996441822","https://openalex.org/W2998691503","https://openalex.org/W3037276488","https://openalex.org/W3100511078","https://openalex.org/W3102659883","https://openalex.org/W3132765992","https://openalex.org/W3184535075","https://openalex.org/W4226510082","https://openalex.org/W4229017463","https://openalex.org/W4246219036","https://openalex.org/W4285164377","https://openalex.org/W4292779060","https://openalex.org/W4303419092","https://openalex.org/W4312663109","https://openalex.org/W4312933868","https://openalex.org/W4313589447","https://openalex.org/W4320013936","https://openalex.org/W4327519588","https://openalex.org/W4360620450","https://openalex.org/W4360980513","https://openalex.org/W4366817968","https://openalex.org/W4367310920","https://openalex.org/W4380769213","https://openalex.org/W4384071683","https://openalex.org/W4384154918","https://openalex.org/W4384155024","https://openalex.org/W4385238793","https://openalex.org/W4385245566","https://openalex.org/W4385430086","https://openalex.org/W4385572162","https://openalex.org/W4385820196","https://openalex.org/W4386580390","https://openalex.org/W4386693657","https://openalex.org/W4386740961","https://openalex.org/W4387809804","https://openalex.org/W4388488609","https://openalex.org/W4388520388","https://openalex.org/W4388704962","https://openalex.org/W4388996366","https://openalex.org/W4389254307","https://openalex.org/W4390499608","https://openalex.org/W4391105189","https://openalex.org/W4391215636","https://openalex.org/W4391474613","https://openalex.org/W4391543675","https://openalex.org/W4391644905","https://openalex.org/W4391713912","https://openalex.org/W4392028279","https://openalex.org/W4392557826","https://openalex.org/W4394863715","https://openalex.org/W4396833591","https://openalex.org/W4398143508","https://openalex.org/W4399356261","https://openalex.org/W4399394011","https://openalex.org/W640900367"],"related_works":["https://openalex.org/W4387521015","https://openalex.org/W3136706476","https://openalex.org/W3042248303","https://openalex.org/W2971731373","https://openalex.org/W2946570158","https://openalex.org/W2912650197","https://openalex.org/W2529014963","https://openalex.org/W2372449700","https://openalex.org/W2367903128","https://openalex.org/W2366000998"],"abstract_inverted_index":{"The":[0],"rise":[1],"of":[2,36,40,110,143,164,228],"generative":[3,57,94,189,213,229],"AI":[4,58,190,214,230],"has":[5],"brought":[6],"with":[7,50],"it":[8],"a":[9,62],"surprising":[10],"paradox:":[11],"systems":[12,207,241],"that":[13,75,121],"excel":[14],"at":[15],"tasks":[16],"once":[17],"thought":[18],"to":[19,32,224,235],"be":[20],"uniquely":[21],"human,":[22],"like":[23,166],"fluent":[24],"conversation":[25],"or":[26,105,145,168,174],"persuasive":[27],"writing,":[28],"while":[29],"simultaneously":[30],"failing":[31],"meet":[33],"traditional":[34,63,72,101,196,217],"expectations":[35],"computing,":[37],"in":[38,77,99,115,209],"terms":[39],"reliability,":[41],"accuracy,":[42],"and":[43,87,136,140,154,157,205,211,232,234,254],"veracity":[44],"(e.g.,":[45],"given":[46],"the":[47,132,216],"various":[48],"issues":[49],"so-called":[51],"'hallucinations').":[52],"We":[53,127,180],"argue":[54,181],"that,":[55,182],"when":[56,131,183],"is":[59,84],"seen":[60],"through":[61],"computing":[64,73,197,203],"lens,":[65],"its":[66],"development":[67],"focuses":[68],"on":[69],"optimizing":[70],"for":[71,152,176,239,252],"traits":[74],"remain":[76],"principle":[78],"unattainable.":[79],"This":[80,199],"risks":[81],"backgrounding":[82],"what":[83,129],"most":[85],"novel":[86],"defining":[88,161],"about":[89],"it.":[90],"As":[91],"probabilistic":[92],"technologies,":[93],"AIs":[95],"do":[96],"not":[97],"store,":[98],"any":[100,103],"sense,":[102],"data":[104,112],"content.":[106],"Rather,":[107],"essential":[108],"features":[109],"training":[111],"become":[113,122,147,170,192],"encoded":[114],"deep":[116],"neural":[117],"networks":[118],"as":[119,125,149,172,185,194,248,250],"patterns,":[120],"practically":[123],"available":[124,171],"styles.":[126],"discuss":[128],"happens":[130],"distinction":[133],"between":[134],"objects":[135],"their":[137],"appearance":[138],"dissolves":[139],"all":[141],"aspects":[142],"images":[144],"text":[146],"understood":[148,184],"styles,":[150],"accessible":[151],"exploration":[153],"creative":[155,177],"combination":[156],"generation.":[158,179],"For":[159],"example,":[160],"visual":[162],"qualities":[163],"entities":[165],"'chair'":[167],"'cat'":[169],"'chair-ness'":[173],"'cat-ness'":[175],"image":[178],"style":[186],"engines,":[187],"unique":[188],"capabilities":[191],"conceptualized":[193],"complementing":[195],"ones.":[198],"will":[200],"aid":[201],"both":[202],"practitioners":[204],"information":[206,240],"researchers":[208],"reconciling":[210],"integrating":[212],"into":[215],"IS":[218],"landscape.":[219],"Our":[220],"conceptualization":[221],"leads":[222],"us":[223],"propose":[225],"four":[226],"archetypes":[227],"application":[231],"use,":[233],"highlight":[236],"future":[237],"avenues":[238],"research":[242],"made":[243],"visible":[244],"by":[245],"this":[246],"conceptualization,":[247],"well":[249],"implications":[251],"practice":[253],"policymaking.":[255]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4400720339","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2024-10-29T04:46:46.090978","created_date":"2024-07-18"}