{"id":"https://openalex.org/W2951166214","doi":"https://doi.org/10.1145/3325480.3325488","title":"Relating Cognitive Models of Design Creativity to the Similarity of Sketches Generated by an AI Partner","display_name":"Relating Cognitive Models of Design Creativity to the Similarity of Sketches Generated by an AI Partner","publication_year":2019,"publication_date":"2019-06-13","ids":{"openalex":"https://openalex.org/W2951166214","doi":"https://doi.org/10.1145/3325480.3325488","mag":"2951166214"},"language":"en","primary_location":{"id":"doi:10.1145/3325480.3325488","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3325480.3325488","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3325480.3325488","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 on Creativity and Cognition","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3325480.3325488","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062232586","display_name":"Pegah Karimi","orcid":"https://orcid.org/0000-0001-8741-2793"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pegah Karimi","raw_affiliation_strings":["University of North Carolina at Charlotte, Charlotte, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103199650","display_name":"Nicholas Davis","orcid":"https://orcid.org/0000-0002-9960-4642"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Davis","raw_affiliation_strings":["University of North Carolina at Charlotte, Charlotte, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005530463","display_name":"Mary Lou Maher","orcid":"https://orcid.org/0000-0002-4150-0322"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Lou Maher","raw_affiliation_strings":["University of North Carolina at Charlotte, Charlotte, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083877084","display_name":"Kazjon Grace","orcid":"https://orcid.org/0000-0002-0096-899X"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The 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":"Kazjon Grace","raw_affiliation_strings":["University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090302154","display_name":"Lina Lee","orcid":"https://orcid.org/0000-0003-2345-6206"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lina Lee","raw_affiliation_strings":["University of North Carolina at Charlotte, Charlotte, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0379,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.74337506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9998000264167786,"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":0.9998000264167786,"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/T11079","display_name":"Creativity in Education and Neuroscience","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9771999716758728,"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/sketch","display_name":"Sketch","score":0.8766469955444336},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.733591616153717},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.6366260647773743},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5807814598083496},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5698655247688293},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5137206315994263},{"id":"https://openalex.org/keywords/sketch-recognition","display_name":"Sketch recognition","score":0.5065430402755737},{"id":"https://openalex.org/keywords/computational-creativity","display_name":"Computational creativity","score":0.49921607971191406},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.47811904549598694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41512343287467957},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11503419280052185},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10292872786521912},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10072073340415955}],"concepts":[{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.8766469955444336},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.733591616153717},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.6366260647773743},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5807814598083496},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5698655247688293},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5137206315994263},{"id":"https://openalex.org/C132900626","wikidata":"https://www.wikidata.org/wiki/Q7534733","display_name":"Sketch recognition","level":4,"score":0.5065430402755737},{"id":"https://openalex.org/C47350684","wikidata":"https://www.wikidata.org/wiki/Q5157306","display_name":"Computational creativity","level":3,"score":0.49921607971191406},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47811904549598694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41512343287467957},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11503419280052185},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10292872786521912},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10072073340415955},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"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/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/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3325480.3325488","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3325480.3325488","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3325480.3325488","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 on Creativity and Cognition","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3325480.3325488","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3325480.3325488","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3325480.3325488","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 on Creativity and Cognition","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3896041021","display_name":null,"funder_award_id":"IIS1618810","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2951166214.pdf","grobid_xml":"https://content.openalex.org/works/W2951166214.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W149236175","https://openalex.org/W1823742419","https://openalex.org/W1975659909","https://openalex.org/W1982500521","https://openalex.org/W1989753435","https://openalex.org/W1995410514","https://openalex.org/W2023115061","https://openalex.org/W2026161499","https://openalex.org/W2052355616","https://openalex.org/W2065601151","https://openalex.org/W2067871637","https://openalex.org/W2072011736","https://openalex.org/W2084640692","https://openalex.org/W2108151483","https://openalex.org/W2111273501","https://openalex.org/W2144343387","https://openalex.org/W2160736333","https://openalex.org/W2161506385","https://openalex.org/W2196701451","https://openalex.org/W2333722819","https://openalex.org/W2395774634","https://openalex.org/W2579186019","https://openalex.org/W2893223617","https://openalex.org/W2901854722","https://openalex.org/W2908538593","https://openalex.org/W2913373156","https://openalex.org/W4313343928"],"related_works":["https://openalex.org/W2294900353","https://openalex.org/W2151314278","https://openalex.org/W2411243951","https://openalex.org/W1971224820","https://openalex.org/W13629514","https://openalex.org/W2963977451","https://openalex.org/W2098836165","https://openalex.org/W1976890290","https://openalex.org/W1573697454","https://openalex.org/W2966897482"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"and":[3,58,71,148],"evaluates":[4],"a":[5,12,19,32,41,45,48,78,86,111],"new":[6],"method":[7,17],"for":[8],"inspiring":[9],"creativity":[10,84,141],"in":[11,85,103,108,142],"co-creative":[13,37],"design":[14,87,101,140],"system.":[15],"The":[16,36,115],"uses":[18],"computational":[20,122],"model":[21],"of":[22,28,34,47,66,80,83,94,136,139],"aconceptual":[23],"shift":[24],"based":[25],"on":[26,91],"clustering":[27],"deep":[29],"features":[30],"from":[31],"database":[33],"sketches.":[35],"sketching":[38],"tool":[39],"maps":[40],"user's":[42,70,128,144],"sketch":[43,46,124,130],"to":[44,110,126,133],"distinct":[49],"category":[50],"that":[51,63,98,118],"has":[52],"high,":[53],"medium,":[54],"or":[55],"low":[56],"visual":[57],"semantic":[59],"similarity.":[60],"We":[61,89],"hypothesize":[62],"the":[64,69,72,92,105,121,127,134,143],"degree":[65],"similarity":[67],"between":[68],"system's":[73],"sketches":[74,107],"is":[75,125,131],"associated":[76],"with":[77],"range":[79],"cognitive":[81],"models":[82],"context.":[88],"report":[90],"findings":[93,116],"an":[95],"empirical":[96],"study":[97],"analyzes":[99],"different":[100],"scenarios":[102],"which":[104],"user":[106],"response":[109],"proposed":[112],"conceptual":[113],"shift.":[114],"show":[117],"how":[119],"similar":[120],"agent's":[123],"original":[129],"related":[132],"presence":[135],"three":[137],"types":[138],"response:":[145],"combinatorial,":[146],"exploratory,":[147],"transformational.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}