{"id":"https://openalex.org/W2754919005","doi":"https://doi.org/10.1017/s0890060417000488","title":"Transforming functional models to critical chain models via expert knowledge and automatic parsing rules for design analogy identification","display_name":"Transforming functional models to critical chain models via expert knowledge and automatic parsing rules for design analogy identification","publication_year":2017,"publication_date":"2017-09-14","ids":{"openalex":"https://openalex.org/W2754919005","doi":"https://doi.org/10.1017/s0890060417000488","mag":"2754919005"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060417000488","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060417000488","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/2C3DA02DC66A857F05D6BABA95F494DC/S0890060417000488a.pdf/div-class-title-transforming-functional-models-to-critical-chain-models-via-expert-knowledge-and-automatic-parsing-rules-for-design-analogy-identification-div.pdf","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":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/2C3DA02DC66A857F05D6BABA95F494DC/S0890060417000488a.pdf/div-class-title-transforming-functional-models-to-critical-chain-models-via-expert-knowledge-and-automatic-parsing-rules-for-design-analogy-identification-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038047438","display_name":"Malena Agyemang","orcid":null},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Malena Agyemang","raw_affiliation_strings":["Design Innovation and Computational Engineering Laboratory, Clemson University, Clemson, South Carolina, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Design Innovation and Computational Engineering Laboratory, Clemson University, Clemson, South Carolina, USA","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072768006","display_name":"Julie Linsey","orcid":"https://orcid.org/0000-0003-3030-7399"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julie Linsey","raw_affiliation_strings":["Innovation, Design Reasoning, Engineering Education, and Methods Lab, Georgia Institute of Technology, Atlanta, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation, Design Reasoning, Engineering Education, and Methods Lab, Georgia Institute of Technology, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031026851","display_name":"Cameron J. Turner","orcid":"https://orcid.org/0000-0001-9546-2328"},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cameron J. Turner","raw_affiliation_strings":["Design Innovation and Computational Engineering Laboratory, Clemson University, Clemson, South Carolina, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Design Innovation and Computational Engineering Laboratory, Clemson University, Clemson, South Carolina, USA","institution_ids":["https://openalex.org/I8078737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031026851"],"corresponding_institution_ids":["https://openalex.org/I8078737"],"apc_list":null,"apc_paid":null,"fwci":1.424,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.80748567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"31","issue":"4","first_page":"501","last_page":"511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9993000030517578,"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":0.9993000030517578,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11729","display_name":"Product Development and Customization","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7576572895050049},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.49300357699394226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48132407665252686},{"id":"https://openalex.org/keywords/analogy","display_name":"Analogy","score":0.4703139364719391},{"id":"https://openalex.org/keywords/functional-design","display_name":"Functional design","score":0.46359983086586},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4629116654396057},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.4304267168045044},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.410473108291626},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39389196038246155},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2662803530693054}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7576572895050049},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.49300357699394226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48132407665252686},{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.4703139364719391},{"id":"https://openalex.org/C64346931","wikidata":"https://www.wikidata.org/wiki/Q4519148","display_name":"Functional design","level":2,"score":0.46359983086586},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4629116654396057},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.4304267168045044},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.410473108291626},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39389196038246155},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2662803530693054},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s0890060417000488","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060417000488","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/2C3DA02DC66A857F05D6BABA95F494DC/S0890060417000488a.pdf/div-class-title-transforming-functional-models-to-critical-chain-models-via-expert-knowledge-and-automatic-parsing-rules-for-design-analogy-identification-div.pdf","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":{"id":"doi:10.1017/s0890060417000488","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0890060417000488","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/2C3DA02DC66A857F05D6BABA95F494DC/S0890060417000488a.pdf/div-class-title-transforming-functional-models-to-critical-chain-models-via-expert-knowledge-and-automatic-parsing-rules-for-design-analogy-identification-div.pdf","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"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G1456812069","display_name":"Collaborative Research: MAPS - MetaAnalogy via Performance Specification","funder_award_id":"1304383","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G326087912","display_name":"Collaborative Research: MAPS - MetaAnalogy via Performance Specification","funder_award_id":"1234859","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"},{"id":"https://openalex.org/F4320309106","display_name":"Clemson University","ror":"https://ror.org/037s24f05"},{"id":"https://openalex.org/F4320309321","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44"},{"id":"https://openalex.org/F4320310862","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53"},{"id":"https://openalex.org/F4320337391","display_name":"Division of Civil, Mechanical and Manufacturing Innovation","ror":"https://ror.org/028yd4c30"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2754919005.pdf","grobid_xml":"https://content.openalex.org/works/W2754919005.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W192548246","https://openalex.org/W241156570","https://openalex.org/W1971379517","https://openalex.org/W1993569181","https://openalex.org/W1994764129","https://openalex.org/W2006915611","https://openalex.org/W2011139949","https://openalex.org/W2015629663","https://openalex.org/W2029644491","https://openalex.org/W2037646394","https://openalex.org/W2041311392","https://openalex.org/W2057260410","https://openalex.org/W2060670000","https://openalex.org/W2069768089","https://openalex.org/W2079668723","https://openalex.org/W2119907556","https://openalex.org/W2137587429","https://openalex.org/W2158246349","https://openalex.org/W2319735223","https://openalex.org/W2340953659","https://openalex.org/W2490819908","https://openalex.org/W2523219844","https://openalex.org/W2533076738","https://openalex.org/W2560735799","https://openalex.org/W2566240121","https://openalex.org/W3041149780","https://openalex.org/W4206448857","https://openalex.org/W4285719527","https://openalex.org/W6699725155","https://openalex.org/W7074102721"],"related_works":["https://openalex.org/W1547198971","https://openalex.org/W66991949","https://openalex.org/W2116611116","https://openalex.org/W2807055735","https://openalex.org/W2961085424","https://openalex.org/W4245830426","https://openalex.org/W4306674287","https://openalex.org/W2003734918","https://openalex.org/W4224009465","https://openalex.org/W4294892452"],"abstract_inverted_index":{"Abstract":[0],"Critical":[1],"chains":[2],"composed":[3],"of":[4,41,74,104,110,114,150,192],"critical":[5,35,119,135,152,176,196,213,230,238],"flows":[6],"and":[7,82,170,174,242],"functions":[8],"have":[9],"been":[10],"demonstrated":[11],"as":[12,53,164,205],"an":[13,78,92],"effective":[14,219],"qualitative":[15],"analogy":[16,157],"retrieval":[17],"approach":[18],"based":[19],"on":[20],"performance":[21],"metrics.":[22],"In":[23],"prior":[24],"work,":[25],"engineers":[26,171,200],"used":[27,145],"expert":[28,93],"knowledge":[29,94],"to":[30,54,86,146,172,201,208,228],"transform":[31],"functional":[32,43,67,106,116,126,161,187,193,203,226],"models":[33,117,121,137,154,194,198],"into":[34,118,195,235],"chain":[36,120,127,136,153,197,231,239],"models,":[37],"which":[38],"are":[39,70,99,138,144],"abstractions":[40],"the":[42,87,111,115,148,151,160,186,190,217,243],"model.":[44,232],"Automating":[45],"this":[46,62,83],"transformation":[47,59,80,113,191],"process":[48],"is":[49,84,122,216,247],"highly":[50],"desirable":[51],"so":[52],"provide":[55,77],"for":[56,66,155],"a":[57,102,125,165,206,225,229],"robust":[58],"method.":[60],"Within":[61],"paper,":[63],"two":[64,97],"paradigms":[65],"modeling":[68],"abstraction":[69,204],"compared.":[71],"A":[72],"series":[73],"pruning":[75],"rules":[76],"automated":[79],"approach,":[81],"compared":[85],"results":[88],"generated":[89],"previously":[90],"through":[91],"approach.":[95],"These":[96],"approaches":[98],"evaluated":[100,123],"against":[101],"set":[103],"published":[105],"models.":[107],"The":[108,212],"similarity":[109,128],"resulting":[112],"using":[124],"metric,":[129],"developed":[130],"in":[131],"previous":[132],"work.":[133],"Once":[134],"identified,":[139],"additional":[140],"model":[141,227,240],"evaluation":[142],"criteria":[143,246],"evaluate":[147],"utility":[149],"design":[156,177,210],"identification.":[158],"Since":[159],"vocabulary":[162],"acts":[163],"common":[166],"language":[167],"among":[168],"designers":[169],"abstract":[173],"represent":[175],"artifact":[178],"information,":[179],"analogous":[180],"matching":[181],"can":[182],"be":[183],"made":[184],"about":[185],"vocabulary.":[188],"Thus,":[189],"enables":[199],"use":[202],"mechanism":[207],"identify":[209],"analogies.":[211],"flow":[214],"rule":[215],"most":[218],"first":[220],"step":[221],"when":[222],"automatically":[223],"transforming":[224],"Further":[233],"research":[234],"more":[236],"complex":[237],"architectures":[241],"interactions":[244],"between":[245],"merited.":[248]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}