{"id":"https://openalex.org/W4400113154","doi":"https://doi.org/10.1109/mipro60963.2024.10569541","title":"Enhancing Creativity in Sustainable Product Design: The Impact of Generative AI Tools at the Conceptual Stage","display_name":"Enhancing Creativity in Sustainable Product Design: The Impact of Generative AI Tools at the Conceptual Stage","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400113154","doi":"https://doi.org/10.1109/mipro60963.2024.10569541"},"language":"en","primary_location":{"id":"doi:10.1109/mipro60963.2024.10569541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mipro60963.2024.10569541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-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/A5099635150","display_name":"Klavdija Kop\u0161e Kaljun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119506","display_name":"School Centre Celje","ror":"https://ror.org/02zxpkz02","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210119506"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Klavdija Kop\u0161e Kaljun","raw_affiliation_strings":["Celje School Centre,Celje,Slovenia"],"affiliations":[{"raw_affiliation_string":"Celje School Centre,Celje,Slovenia","institution_ids":["https://openalex.org/I4210119506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013061705","display_name":"Jasmin Kaljun","orcid":"https://orcid.org/0000-0003-3473-7839"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Jasmin Kaljun","raw_affiliation_strings":["University of Maribor,Faculty of Mechanical Engineering,Maribor,Slovenia"],"affiliations":[{"raw_affiliation_string":"University of Maribor,Faculty of Mechanical Engineering,Maribor,Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5099635150"],"corresponding_institution_ids":["https://openalex.org/I4210119506"],"apc_list":null,"apc_paid":null,"fwci":1.9215,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84443288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"451","last_page":"456"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9944999814033508,"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"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9944999814033508,"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/T11006","display_name":"BIM and Construction Integration","score":0.9110999703407288,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9071999788284302,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.7217309474945068},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6908412575721741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.595466136932373},{"id":"https://openalex.org/keywords/conceptual-design","display_name":"Conceptual design","score":0.5766316056251526},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.5274101495742798},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.522924542427063},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.519163966178894},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.4740728437900543},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.43636590242385864},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4289896488189697},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4159027934074402},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.40227630734443665},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.38832032680511475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31014201045036316},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2887888550758362},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.28463447093963623},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16446533799171448},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15741899609565735},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.10980945825576782},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09070730209350586},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.0795128345489502}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.7217309474945068},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6908412575721741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.595466136932373},{"id":"https://openalex.org/C120208923","wikidata":"https://www.wikidata.org/wiki/Q5158435","display_name":"Conceptual design","level":2,"score":0.5766316056251526},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.5274101495742798},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.522924542427063},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.519163966178894},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.4740728437900543},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.43636590242385864},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4289896488189697},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4159027934074402},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.40227630734443665},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.38832032680511475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31014201045036316},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2887888550758362},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.28463447093963623},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16446533799171448},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15741899609565735},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.10980945825576782},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09070730209350586},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0795128345489502},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mipro60963.2024.10569541","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mipro60963.2024.10569541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W178016035","https://openalex.org/W2065406122","https://openalex.org/W2161267791","https://openalex.org/W2587038523","https://openalex.org/W3095251041","https://openalex.org/W3106598882","https://openalex.org/W4200591044","https://openalex.org/W4241183261","https://openalex.org/W4299825872","https://openalex.org/W4321353109","https://openalex.org/W4383679937","https://openalex.org/W6607239422","https://openalex.org/W6730406170"],"related_works":["https://openalex.org/W4301024388","https://openalex.org/W775311126","https://openalex.org/W4300030714","https://openalex.org/W4391334978","https://openalex.org/W1517876498","https://openalex.org/W2489288131","https://openalex.org/W3021262926","https://openalex.org/W3185513875","https://openalex.org/W2948893645","https://openalex.org/W178986308"],"abstract_inverted_index":{"The":[0,102],"study":[1],"investigates":[2],"the":[3,15,30,42,60,89,107,113,131,150],"impact":[4],"of":[5,17,91,104,133,152],"generative":[6,92],"artifitial":[7],"intelligence":[8],"(AI)":[9],"tools,":[10],"in":[11,44,98,106,123,139,149],"particular":[12],"Vizcom,":[13],"on":[14,22,29],"creativity":[16,45,97],"product":[18,100,154],"design":[19,32,57],"students":[20,54,138],"working":[21],"\u201cgreen":[23],"and":[24,51,72,95,145],"sustainable\u201c":[25],"projects.":[26],"We":[27],"focused":[28],"concept":[31],"stage,":[33],"where":[34],"we":[35],"conducted":[36],"a":[37,84],"controlled":[38],"experiment":[39],"to":[40,75,136],"assess":[41],"changes":[43],"metrics,":[46],"such":[47],"as":[48],"ideation":[49,114],"diversity":[50],"novelty,":[52],"when":[53],"use":[55,90],"AI-assisted":[56],"support.":[58],"At":[59],"same":[61],"time,":[62],"qualitative":[63],"data":[64],"has":[65],"been":[66],"collected":[67],"through":[68],"participant":[69],"surveys,":[70],"interviews":[71],"observational":[73],"analyses":[74],"gain":[76],"insights":[77],"into":[78],"stuednts\u2019":[79],"experiences.":[80],"Preliminary":[81],"results":[82,129],"indicate":[83],"significant":[85],"positive":[86],"correlation":[87],"between":[88],"AI":[93],"tools":[94,135],"increased":[96],"sustainable":[99,153],"design.":[101,155],"integration":[103],"Vizcom":[105],"conceptualisation":[108],"phase":[109],"not":[110],"only":[111],"accelerated":[112],"process,":[115],"but":[116],"also":[117],"promoted":[118],"innovative":[119],"solutions":[120],"that":[121],"are":[122],"line":[124],"with":[125],"environmental":[126],"goals.":[127],"These":[128],"emphasise":[130],"potential":[132],"AI-driven":[134],"support":[137],"developing":[140],"innovative,":[141],"environmentally":[142],"conscious":[143],"designs":[144],"thus":[146],"advance":[147],"education":[148],"field":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}