{"id":"https://openalex.org/W2008178310","doi":"https://doi.org/10.1017/s0890060400000172","title":"Acquiring expert knowledge from characterized designs","display_name":"Acquiring expert knowledge from characterized designs","publication_year":1987,"publication_date":"1987-05-01","ids":{"openalex":"https://openalex.org/W2008178310","doi":"https://doi.org/10.1017/s0890060400000172","mag":"2008178310"},"language":"en","primary_location":{"id":"doi:10.1017/s0890060400000172","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060400000172","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/A5110852519","display_name":"Sally McLaughlin","orcid":null},"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":"Sally McLaughlin","raw_affiliation_strings":["Architectural Computing Unit, Department of Architectural Science, University of Sydney, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architectural Computing Unit, Department of Architectural Science, University of Sydney, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056334505","display_name":"John S. Gero","orcid":null},"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":"John S. Gero","raw_affiliation_strings":["Architectural Computing Unit, Department of Architectural Science, University of Sydney, NSW 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architectural Computing Unit, Department of Architectural Science, University of Sydney, NSW 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":8.2678,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.97013414,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":"2","first_page":"73","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9523000121116638,"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"}},"topics":[{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9523000121116638,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.722686231136322},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.7133429050445557},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.677211582660675},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6590126752853394},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6220932602882385},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.5221760272979736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5014951229095459},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46709364652633667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41801464557647705},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3614000082015991},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35128718614578247},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2040039598941803},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1442665457725525},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10840833187103271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.722686231136322},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.7133429050445557},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.677211582660675},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6590126752853394},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6220932602882385},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.5221760272979736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5014951229095459},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46709364652633667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41801464557647705},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3614000082015991},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35128718614578247},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2040039598941803},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1442665457725525},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10840833187103271},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1017/s0890060400000172","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060400000172","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"},{"id":"pmh:oai:cumincad.architexturez.net:11760","is_oa":false,"landing_page_url":"http://cumincad.architexturez.net//doc/oai-cumincadworks-id-84ee","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1596324102","https://openalex.org/W1980300239","https://openalex.org/W2015007149","https://openalex.org/W2150583205","https://openalex.org/W2316166351","https://openalex.org/W2335322260","https://openalex.org/W3016237672","https://openalex.org/W3113819781","https://openalex.org/W3140017782","https://openalex.org/W3186792829","https://openalex.org/W7024503451"],"related_works":["https://openalex.org/W4251394462","https://openalex.org/W1580673008","https://openalex.org/W1510936208","https://openalex.org/W2486167009","https://openalex.org/W1595575899","https://openalex.org/W756498608","https://openalex.org/W2135201366","https://openalex.org/W4285395220","https://openalex.org/W2131947708","https://openalex.org/W4256305671"],"abstract_inverted_index":{"The":[0,33,114,145],"expertise":[1,50],"of":[2,6,19,67,71,77,85,90,104,111,123,130,139,142],"designers":[3],"consists,":[4],"primarily,":[5],"information":[7],"about":[8,127],"the":[9,17,20,45,75,83,91,109,128],"relationship":[10],"between":[11],"goals":[12],"or":[13],"performance":[14,84,136,143],"criteria":[15,92],"and":[16,59,82],"attributes":[18,78],"desired":[21],"artifact":[22],"that":[23,28,47],"will":[24,29],"result":[25],"in":[26,37,88,137,148],"performances":[27],"satisfy":[30],"these":[31,80,86,106],"criteria.":[32,144],"designer":[34],"like":[35],"experts":[36],"other":[38],"fields":[39],"is":[40,53,99,118],"typically":[41],"better":[42],"at":[43,54],"applying":[44],"knowledge":[46],"constitutes":[48],"his":[49],"than":[51],"he":[52],"articulating":[55],"this":[56],"knowledge.":[57],"Generation":[58],"simulation":[60],"models":[61],"are":[62,94,152],"discussed":[63,100],"as":[64,101,120],"a":[65,69,102,121,140,158],"means":[66,103,122],"generating":[68],"set":[70,76,141],"designs":[72,81,87,107],"for":[73],"which":[74,132],"defining":[79],"terms":[89,138],"considered":[93],"explicitly":[95],"defined.":[96],"Pareto":[97,134],"optimization":[98],"structuring":[105],"on":[108],"basis":[110],"their":[112],"performance.":[113],"induction":[115],"algorithm":[116],"ID3":[117],"used":[119],"inferring":[124],"general":[125],"statements":[126],"nature":[129],"solutions":[131],"exhibit":[133],"optimal":[135],"rules":[146],"inferred":[147],"building":[149],"design":[150],"domain":[151],"compared":[153],"with":[154],"those":[155],"extracted":[156],"using":[157],"heuristic":[159],"based":[160],"learning":[161],"system.":[162]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}