{"id":"https://openalex.org/W4289537797","doi":"https://doi.org/10.1017/s0890060422000063","title":"Data-enabled sketch search and retrieval for visual design stimuli generation","display_name":"Data-enabled sketch search and retrieval for visual design stimuli generation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289537797","doi":"https://doi.org/10.1017/s0890060422000063"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060422000063","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060422000063","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","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/A5082748711","display_name":"Zijian Zhang","orcid":"https://orcid.org/0000-0002-6313-4407"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zijian Zhang","raw_affiliation_strings":["Department of Aerospace & Mechanical Engineering, University of Southern California, Los Angeles, CA\u00a090089, USA"],"affiliations":[{"raw_affiliation_string":"Department of Aerospace & Mechanical Engineering, University of Southern California, Los Angeles, CA\u00a090089, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023969203","display_name":"Yan Jin","orcid":"https://orcid.org/0000-0002-6502-5837"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yan Jin","raw_affiliation_strings":["Department of Aerospace & Mechanical Engineering, University of Southern California, Los Angeles, CA\u00a090089, USA"],"affiliations":[{"raw_affiliation_string":"Department of Aerospace & Mechanical Engineering, University of Southern California, Los Angeles, CA\u00a090089, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023969203"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":0.4953,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.5754577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"36","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9864000082015991,"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/T12496","display_name":"Color perception and design","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/computer-science","display_name":"Computer science","score":0.7606377601623535},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.7309784889221191},{"id":"https://openalex.org/keywords/analogy","display_name":"Analogy","score":0.5549517273902893},{"id":"https://openalex.org/keywords/fixation","display_name":"Fixation (population genetics)","score":0.530414879322052},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5245278477668762},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5094788670539856},{"id":"https://openalex.org/keywords/visual-search","display_name":"Visual search","score":0.5077327489852905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48052534461021423},{"id":"https://openalex.org/keywords/visual-perception","display_name":"Visual perception","score":0.42156463861465454},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41379913687705994},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3313954472541809},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.24667632579803467},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11589142680168152}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7606377601623535},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.7309784889221191},{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.5549517273902893},{"id":"https://openalex.org/C146249460","wikidata":"https://www.wikidata.org/wiki/Q2914991","display_name":"Fixation (population genetics)","level":3,"score":0.530414879322052},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5245278477668762},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5094788670539856},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.5077327489852905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48052534461021423},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.42156463861465454},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41379913687705994},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3313954472541809},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.24667632579803467},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11589142680168152},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0890060422000063","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060422000063","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence for Engineering Design, Analysis and Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W44654768","https://openalex.org/W241156570","https://openalex.org/W614562418","https://openalex.org/W1971379517","https://openalex.org/W1975771248","https://openalex.org/W1989092497","https://openalex.org/W1994750275","https://openalex.org/W2009851935","https://openalex.org/W2014656672","https://openalex.org/W2018261755","https://openalex.org/W2026019603","https://openalex.org/W2040305768","https://openalex.org/W2047630611","https://openalex.org/W2057260410","https://openalex.org/W2059201909","https://openalex.org/W2059589464","https://openalex.org/W2076385387","https://openalex.org/W2078224292","https://openalex.org/W2079065160","https://openalex.org/W2096314112","https://openalex.org/W2118490591","https://openalex.org/W2126135370","https://openalex.org/W2129269885","https://openalex.org/W2138240917","https://openalex.org/W2145300789","https://openalex.org/W2148357922","https://openalex.org/W2161237822","https://openalex.org/W2172722390","https://openalex.org/W2176408056","https://openalex.org/W2187089797","https://openalex.org/W2222512263","https://openalex.org/W2416979901","https://openalex.org/W2467281799","https://openalex.org/W2493876687","https://openalex.org/W2586630502","https://openalex.org/W2746935090","https://openalex.org/W2885454444","https://openalex.org/W2894660032","https://openalex.org/W2905638594","https://openalex.org/W3002807420","https://openalex.org/W6600002382","https://openalex.org/W6642965800","https://openalex.org/W6662288044","https://openalex.org/W6677461142","https://openalex.org/W6680416750","https://openalex.org/W6683923487","https://openalex.org/W6755649362"],"related_works":["https://openalex.org/W3106945349","https://openalex.org/W2071173756","https://openalex.org/W2349125667","https://openalex.org/W2609982288","https://openalex.org/W2950725977","https://openalex.org/W1986992584","https://openalex.org/W2769756736","https://openalex.org/W1504706421","https://openalex.org/W2006226802","https://openalex.org/W2122888614"],"abstract_inverted_index":{"Abstract":[0],"Access":[1],"to":[2,15,23,45,48,66,79,89,93,143,167,221],"vast":[3],"datasets":[4],"of":[5,18,34,156,198],"visual":[6,38,62,69,83,102,111,114,122,131,151,169,203,216],"and":[7,59,81,109,119,134,180],"textual":[8],"materials":[9,220],"has":[10],"become":[11],"significantly":[12],"easier.":[13],"How":[14],"take":[16],"advantage":[17],"the":[19,32,37,91,121,173,177,196],"conveniently":[20],"available":[21,215],"data":[22,217],"support":[24],"creative":[25,98,219],"design":[26],"activities":[27],"remains":[28],"a":[29,74,127,145,160,192],"challenge.":[30],"In":[31,71,158],"phase":[33],"idea":[35],"generation,":[36],"analogy":[39],"is":[40,77,87,141,165,189],"considered":[41],"an":[42],"effective":[43],"strategy":[44],"stimulate":[46],"designers":[47,95],"create":[49],"innovative":[50],"ideas.":[51],"Designers":[52],"can":[53,149],"read":[54],"useful":[55],"information":[56],"off":[57],"vague":[58],"incomplete":[60],"conceptual":[61],"representations,":[63],"or":[64],"stimuli,":[65],"reach":[67],"potential":[68,92],"analogies.":[70],"this":[72,206],"paper,":[73],"computational":[75],"framework":[76],"proposed":[78,166,200],"search":[80,133],"retrieve":[82],"stimulation":[84],"cues,":[85],"which":[86],"expected":[88],"have":[90],"help":[94],"generate":[96],"more":[97],"ideas":[99],"by":[100],"avoiding":[101],"fixation.":[103],"The":[104,185],"research":[105,207],"problems":[106],"include":[107],"identifying":[108],"detecting":[110],"similarities":[112],"between":[113,153],"representations":[115],"from":[116],"various":[117],"categories":[118,155],"quantitatifying":[120],"similarity":[123,170],"measures":[124],"serving":[125],"as":[126,191,218],"distance":[128],"metric":[129],"for":[130,194,212],"stimuli":[132,204],"retrieval.":[135],"A":[136],"deep":[137],"neural":[138],"network":[139],"model":[140],"developed":[142],"learn":[144],"latent":[146,178],"space":[147,179],"that":[148],"discover":[150],"relationships":[152],"multiple":[154],"sketches.":[157],"addition,":[159],"top":[161],"cluster":[162],"detection-based":[163],"method":[164],"quantify":[168],"based":[171],"on":[172],"overlapped":[174],"magnitude":[175],"in":[176],"then":[181],"effectively":[182],"rank":[183],"categories.":[184],"QuickDraw":[186],"sketch":[187],"dataset":[188],"applied":[190],"backend":[193],"evaluating":[195],"functionality":[197],"our":[199],"framework.":[201],"Beyond":[202],"retrieval,":[205],"opens":[208],"up":[209],"new":[210],"opportunities":[211],"utilizing":[213],"extensively":[214],"benefit":[222],"design-by-analogy.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}