{"id":"https://openalex.org/W4398208101","doi":"https://doi.org/10.1080/10447318.2024.2353451","title":"When and How to Use AI in the Design Process? Implications for Human-AI Design Collaboration","display_name":"When and How to Use AI in the Design Process? Implications for Human-AI Design Collaboration","publication_year":2024,"publication_date":"2024-05-22","ids":{"openalex":"https://openalex.org/W4398208101","doi":"https://doi.org/10.1080/10447318.2024.2353451"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2024.2353451","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2024.2353451","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","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/A5062735075","display_name":"Seo-young Lee","orcid":"https://orcid.org/0000-0001-7805-9908"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Seo-young Lee","raw_affiliation_strings":["Human Centered Design, Cornell University","Human Centered Design, Cornell University, Ithaca, NY, USA"],"affiliations":[{"raw_affiliation_string":"Human Centered Design, Cornell University","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"Human Centered Design, Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029087426","display_name":"Matthew V. Law","orcid":"https://orcid.org/0000-0003-1167-9138"},"institutions":[{"id":"https://openalex.org/I20577493","display_name":"Denison University","ror":"https://ror.org/05pqx1c24","country_code":"US","type":"education","lineage":["https://openalex.org/I20577493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Law","raw_affiliation_strings":["Computer Science Department, Denison University","Computer Science Department, Denison University, Granville, OH, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Denison University","institution_ids":["https://openalex.org/I20577493"]},{"raw_affiliation_string":"Computer Science Department, Denison University, Granville, OH, USA","institution_ids":["https://openalex.org/I20577493"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039553919","display_name":"Guy Hoffman","orcid":"https://orcid.org/0000-0002-0404-6159"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4210148073","display_name":"Sibley Memorial Hospital","ror":"https://ror.org/056jn9s46","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436","https://openalex.org/I4210148073"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guy Hoffman","raw_affiliation_strings":["Sibley School of Mechanical and Aerospace Engineering, Cornell University","Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, USA"],"affiliations":[{"raw_affiliation_string":"Sibley School of Mechanical and Aerospace Engineering, Cornell University","institution_ids":["https://openalex.org/I4210148073","https://openalex.org/I205783295"]},{"raw_affiliation_string":"Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062735075"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":19.5453,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.99726912,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"41","issue":"2","first_page":"1569","last_page":"1584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14074","display_name":"Persona Design and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T14074","display_name":"Persona Design and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10672","display_name":"Design Education and Practice","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/process","display_name":"Process (computing)","score":0.6639894247055054},{"id":"https://openalex.org/keywords/design-process","display_name":"Design process","score":0.630471408367157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.587511420249939},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.5824423432350159},{"id":"https://openalex.org/keywords/design-education","display_name":"Design education","score":0.43198102712631226},{"id":"https://openalex.org/keywords/design-brief","display_name":"Design brief","score":0.41931772232055664},{"id":"https://openalex.org/keywords/design-technology","display_name":"Design technology","score":0.41306692361831665},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38938644528388977},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.362490177154541},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35618945956230164},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.2756471633911133},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24882447719573975},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.18920370936393738}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6639894247055054},{"id":"https://openalex.org/C48262172","wikidata":"https://www.wikidata.org/wiki/Q16908765","display_name":"Design process","level":3,"score":0.630471408367157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.587511420249939},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.5824423432350159},{"id":"https://openalex.org/C144229578","wikidata":"https://www.wikidata.org/wiki/Q3467934","display_name":"Design education","level":2,"score":0.43198102712631226},{"id":"https://openalex.org/C200046510","wikidata":"https://www.wikidata.org/wiki/Q14170917","display_name":"Design brief","level":3,"score":0.41931772232055664},{"id":"https://openalex.org/C179737136","wikidata":"https://www.wikidata.org/wiki/Q5264382","display_name":"Design technology","level":2,"score":0.41306692361831665},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38938644528388977},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.362490177154541},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35618945956230164},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2756471633911133},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24882447719573975},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.18920370936393738},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2024.2353451","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2024.2353451","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2918714912","display_name":null,"funder_award_id":"1907542","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":128,"referenced_works":["https://openalex.org/W1559148871","https://openalex.org/W1617328014","https://openalex.org/W1965863284","https://openalex.org/W1975614383","https://openalex.org/W1983761320","https://openalex.org/W1984342914","https://openalex.org/W1991928794","https://openalex.org/W1992928607","https://openalex.org/W1996871891","https://openalex.org/W1999614933","https://openalex.org/W2012932483","https://openalex.org/W2019145253","https://openalex.org/W2023989269","https://openalex.org/W2024879857","https://openalex.org/W2031527450","https://openalex.org/W2038211459","https://openalex.org/W2045796108","https://openalex.org/W2050118439","https://openalex.org/W2072060300","https://openalex.org/W2075779758","https://openalex.org/W2076510683","https://openalex.org/W2077570159","https://openalex.org/W2078912615","https://openalex.org/W2087229901","https://openalex.org/W2095587486","https://openalex.org/W2106991674","https://openalex.org/W2111234931","https://openalex.org/W2125124735","https://openalex.org/W2136510050","https://openalex.org/W2143714273","https://openalex.org/W2154583606","https://openalex.org/W2157699238","https://openalex.org/W2190365508","https://openalex.org/W2238769373","https://openalex.org/W2291288208","https://openalex.org/W2345320856","https://openalex.org/W2345360288","https://openalex.org/W2360716009","https://openalex.org/W2395822350","https://openalex.org/W2402713938","https://openalex.org/W2408544708","https://openalex.org/W2563625363","https://openalex.org/W2588376876","https://openalex.org/W2592960254","https://openalex.org/W2605994194","https://openalex.org/W2611242648","https://openalex.org/W2611959673","https://openalex.org/W2768343520","https://openalex.org/W2769533150","https://openalex.org/W2783539613","https://openalex.org/W2785704959","https://openalex.org/W2793226029","https://openalex.org/W2795398890","https://openalex.org/W2795649955","https://openalex.org/W2795783386","https://openalex.org/W2796202193","https://openalex.org/W2914783728","https://openalex.org/W2941570170","https://openalex.org/W2942670770","https://openalex.org/W2943691840","https://openalex.org/W2952999250","https://openalex.org/W2953039835","https://openalex.org/W2953062639","https://openalex.org/W2962797076","https://openalex.org/W2981917765","https://openalex.org/W2990368336","https://openalex.org/W2995493602","https://openalex.org/W2999240041","https://openalex.org/W3000052977","https://openalex.org/W3003148033","https://openalex.org/W3008624614","https://openalex.org/W3016705494","https://openalex.org/W3027418623","https://openalex.org/W3028603455","https://openalex.org/W3031192630","https://openalex.org/W3031612870","https://openalex.org/W3031879675","https://openalex.org/W3031983419","https://openalex.org/W3032790983","https://openalex.org/W3032875465","https://openalex.org/W3040503736","https://openalex.org/W3042379185","https://openalex.org/W3084211362","https://openalex.org/W3096484221","https://openalex.org/W3121596465","https://openalex.org/W3122530678","https://openalex.org/W3124026294","https://openalex.org/W3132951642","https://openalex.org/W3154044320","https://openalex.org/W3159275992","https://openalex.org/W3160163934","https://openalex.org/W3160618054","https://openalex.org/W3160663997","https://openalex.org/W3160750879","https://openalex.org/W3162249073","https://openalex.org/W3163399578","https://openalex.org/W3169381160","https://openalex.org/W3174519801","https://openalex.org/W3176390735","https://openalex.org/W3192806716","https://openalex.org/W3217352487","https://openalex.org/W4206480907","https://openalex.org/W4213195259","https://openalex.org/W4224985411","https://openalex.org/W4225100122","https://openalex.org/W4225126561","https://openalex.org/W4225131971","https://openalex.org/W4226210603","https://openalex.org/W4232169832","https://openalex.org/W4240821202","https://openalex.org/W4241850560","https://openalex.org/W4241980133","https://openalex.org/W4288359814","https://openalex.org/W4321472415","https://openalex.org/W4323347737","https://openalex.org/W4361002760","https://openalex.org/W4366550857","https://openalex.org/W4366729084","https://openalex.org/W4381104137","https://openalex.org/W4381104253","https://openalex.org/W4383652565","https://openalex.org/W4387628939","https://openalex.org/W4387993417","https://openalex.org/W4387993482","https://openalex.org/W4388327808","https://openalex.org/W4396832563","https://openalex.org/W4400763615","https://openalex.org/W6605577446"],"related_works":["https://openalex.org/W2351077195","https://openalex.org/W564498720","https://openalex.org/W1978056424","https://openalex.org/W2130819508","https://openalex.org/W2138701466","https://openalex.org/W2993624081","https://openalex.org/W3024921576","https://openalex.org/W2604835868","https://openalex.org/W2509796702","https://openalex.org/W2785124860"],"abstract_inverted_index":{"As":[0],"the":[1,9,16,27,37,53,66,70,85,89],"potential":[2],"for":[3],"human-AI":[4],"design":[5,17,28,47,55,71,76,96,137,146],"collaboration":[6],"increases,":[7],"understanding":[8],"role":[10],"of":[11,69,88],"artificial":[12],"intelligence":[13],"(AI)":[14],"in":[15,36,65,106],"process":[18,29,56],"becomes":[19],"more":[20],"important.":[21],"How":[22],"does":[23],"AI":[24,46,116,127],"currently":[25],"support":[26,48],"and":[30,58,94,121,144],"how":[31],"could":[32],"it":[33],"do":[34],"so":[35],"future?":[38],"To":[39,98],"answer":[40],"this":[41,100],"question,":[42],"we":[43,109],"categorized":[44],"existing":[45],"systems":[49,82],"(DSS)":[50],"according":[51],"to":[52],"Double-Diamond":[54],"model,":[57],"found":[59],"that":[60,126],"they":[61],"are":[62],"mostly":[63],"used":[64],"later":[67],"stages":[68,87],"process,":[72,90],"focusing":[73],"on":[74,84],"generating":[75],"solutions.":[77],"In":[78],"contrast,":[79],"very":[80],"few":[81],"focus":[83],"early":[86],"which":[91],"include":[92],"discovering":[93],"defining":[95,136],"problems.":[97],"explore":[99],"finding's":[101],"alignment":[102],"with":[103,139],"designers'":[104],"expectations":[105],"real-world":[107],"design,":[108],"present":[110],"a":[111],"case":[112],"study":[113,124],"involving":[114],"emerging":[115],"technologies":[117],"such":[118],"as":[119],"ChatGPT":[120],"robots.":[122],"This":[123],"proposes":[125],"agents":[128],"can":[129],"potentially":[130],"assist":[131],"designers":[132],"by":[133],"providing":[134],"inspirations,":[135],"problems":[138],"constraints,":[140],"offering":[141],"grounded":[142],"metaphors,":[143],"exploring":[145],"materials.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":38},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}