{"id":"https://openalex.org/W2754579614","doi":"https://doi.org/10.1115/1.4037934","title":"Ontology-Based Representation of Design Decision Hierarchies","display_name":"Ontology-Based Representation of Design Decision Hierarchies","publication_year":2017,"publication_date":"2017-09-16","ids":{"openalex":"https://openalex.org/W2754579614","doi":"https://doi.org/10.1115/1.4037934","mag":"2754579614"},"language":"en","primary_location":{"id":"doi:10.1115/1.4037934","is_oa":true,"landing_page_url":"https://doi.org/10.1115/1.4037934","pdf_url":"https://asmedigitalcollection.asme.org/computingengineering/article-pdf/18/1/011001/6390086/jcise_018_01_011001.pdf","source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://asmedigitalcollection.asme.org/computingengineering/article-pdf/18/1/011001/6390086/jcise_018_01_011001.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000728726","display_name":"Zhenjun Ming","orcid":"https://orcid.org/0000-0001-6429-5889"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenjun Ming","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Haidian District, Beijing 100081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Haidian District, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101457292","display_name":"Guoxin Wang","orcid":"https://orcid.org/0000-0003-2363-8595"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoxin Wang","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Haidian District, Beijing 100081, China e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Haidian District, Beijing 100081, China e-mail:","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395033","display_name":"Yan Yan","orcid":"https://orcid.org/0000-0001-8555-0156"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Yan","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Haidian District, Beijing 100081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Haidian District, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036201536","display_name":"Jitesh H. Panchal","orcid":"https://orcid.org/0000-0003-4873-3089"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jitesh H. Panchal","raw_affiliation_strings":["School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112320514","display_name":"Chung Hyun Goh","orcid":null},"institutions":[{"id":"https://openalex.org/I221716585","display_name":"The University of Texas at Tyler","ror":"https://ror.org/01azfw069","country_code":"US","type":"education","lineage":["https://openalex.org/I221716585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chung Hyun Goh","raw_affiliation_strings":["Department of Mechanical Engineering, The University of Texas at Tyler, Tyler, TX 75799"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, The University of Texas at Tyler, Tyler, TX 75799","institution_ids":["https://openalex.org/I221716585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032671028","display_name":"Janet K. Allen","orcid":"https://orcid.org/0000-0003-0686-6764"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janet K. Allen","raw_affiliation_strings":["School of Industrial and Systems Engineering, University of Oklahoma, Norman, OK 73019"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Systems Engineering, University of Oklahoma, Norman, OK 73019","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076537620","display_name":"Farrokh Mistree","orcid":"https://orcid.org/0000-0001-6835-0902"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farrokh Mistree","raw_affiliation_strings":["School of Aerospace and Mechanical Engineering, University of Oklahoma, Norman, OK 73019"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aerospace and Mechanical Engineering, University of Oklahoma, Norman, OK 73019","institution_ids":["https://openalex.org/I8692664"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101457292"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":2.592,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92121497,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9908999800682068,"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/T10672","display_name":"Design Education and Practice","score":0.9853000044822693,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7573282718658447},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6592123508453369},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5086880326271057},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4846685230731964},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.45156434178352356},{"id":"https://openalex.org/keywords/process-ontology","display_name":"Process ontology","score":0.4492644965648651},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.44702836871147156},{"id":"https://openalex.org/keywords/ontology-based-data-integration","display_name":"Ontology-based data integration","score":0.44027209281921387},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37410515546798706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2538264989852905},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2002008557319641},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.1917724907398224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7573282718658447},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6592123508453369},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5086880326271057},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4846685230731964},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.45156434178352356},{"id":"https://openalex.org/C137003198","wikidata":"https://www.wikidata.org/wiki/Q7247296","display_name":"Process ontology","level":3,"score":0.4492644965648651},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.44702836871147156},{"id":"https://openalex.org/C22550185","wikidata":"https://www.wikidata.org/wiki/Q7095047","display_name":"Ontology-based data integration","level":3,"score":0.44027209281921387},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37410515546798706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2538264989852905},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2002008557319641},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.1917724907398224},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4037934","is_oa":true,"landing_page_url":"https://doi.org/10.1115/1.4037934","pdf_url":"https://asmedigitalcollection.asme.org/computingengineering/article-pdf/18/1/011001/6390086/jcise_018_01_011001.pdf","source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1115/1.4037934","is_oa":true,"landing_page_url":"https://doi.org/10.1115/1.4037934","pdf_url":"https://asmedigitalcollection.asme.org/computingengineering/article-pdf/18/1/011001/6390086/jcise_018_01_011001.pdf","source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3663345767","display_name":null,"funder_award_id":"51375049 and 515050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5142219411","display_name":null,"funder_award_id":"2.01E+11","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G5988060375","display_name":null,"funder_award_id":"2015BAF18B01","funder_id":"https://openalex.org/F4320321540","funder_display_name":"Ministry of Science and Technology of the People's Republic of China"},{"id":"https://openalex.org/G8925121273","display_name":null,"funder_award_id":"CMMI-1440457","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/F4320310179","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321540","display_name":"Ministry of Science and Technology of the People's Republic of China","ror":"https://ror.org/027s68j25"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W74517797","https://openalex.org/W384987954","https://openalex.org/W1492747786","https://openalex.org/W1654805921","https://openalex.org/W1963823328","https://openalex.org/W1972584921","https://openalex.org/W1988459821","https://openalex.org/W1992324015","https://openalex.org/W1993404413","https://openalex.org/W1993574497","https://openalex.org/W1997519307","https://openalex.org/W2000125530","https://openalex.org/W2000457594","https://openalex.org/W2001745154","https://openalex.org/W2009579242","https://openalex.org/W2021493771","https://openalex.org/W2023369712","https://openalex.org/W2024038321","https://openalex.org/W2036842359","https://openalex.org/W2048171054","https://openalex.org/W2062689101","https://openalex.org/W2067794916","https://openalex.org/W2082293598","https://openalex.org/W2083548014","https://openalex.org/W2086891500","https://openalex.org/W2107784427","https://openalex.org/W2135267909","https://openalex.org/W2137079713","https://openalex.org/W2158797547","https://openalex.org/W2169876715","https://openalex.org/W2170681591","https://openalex.org/W2172604423","https://openalex.org/W2245565868","https://openalex.org/W2313840101","https://openalex.org/W2333611778","https://openalex.org/W2484894751","https://openalex.org/W2518400788","https://openalex.org/W2527878402","https://openalex.org/W2580641839","https://openalex.org/W4256251536"],"related_works":["https://openalex.org/W2114954739","https://openalex.org/W2159818280","https://openalex.org/W1506177826","https://openalex.org/W2889792096","https://openalex.org/W1794266373","https://openalex.org/W2363188691","https://openalex.org/W176267515","https://openalex.org/W4255991504","https://openalex.org/W2357775360","https://openalex.org/W2372937870"],"abstract_inverted_index":{"The":[0,122,169],"design":[1,22,43,90,180,204],"of":[2,14,20,30,124,171,183,199],"complex":[3],"engineering":[4,41,70],"systems":[5],"requires":[6],"that":[7,64,142,162,187],"the":[8,18,98,125,129,144,150,158,172,196,203],"problem":[9,133],"is":[10,34,58,174,189],"decomposed":[11],"into":[12],"subproblems":[13],"manageable":[15],"size.":[16],"From":[17],"perspective":[19],"decision-based":[21],"(DBD),":[23],"typically":[24],"this":[25,51,184],"results":[26],"in":[27,72],"a":[28,59,66,73,167,177,200],"set":[29],"hierarchical":[31,52,108],"decisions.":[32,109],"It":[33],"critically":[35],"important":[36],"for":[37,40,55,107],"computational":[38],"frameworks":[39],"system":[42],"to":[44,47,68,87,104,114,156,166,194],"be":[45,112],"able":[46],"capture":[48],"and":[49,76,93,100,136,154,191],"document":[50],"decision-making":[53],"knowledge":[54,61,71],"reuse.":[56],"Ontology":[57],"formal":[60],"modeling":[62],"scheme":[63],"provides":[65],"means":[67],"structure":[69],"retrievable,":[74],"computer-interpretable,":[75],"reusable":[77],"manner.":[78],"In":[79],"our":[80],"earlier":[81],"work,":[82],"we":[83,96],"have":[84],"created":[85],"ontologies":[86,103],"represent":[88,115,157],"individual":[89],"decisions":[91,119],"(selection":[92],"compromise).":[94],"Here,":[95],"extend":[97],"selection":[99],"compromise":[101],"decision":[102,131],"an":[105],"ontology":[106,127,173,185],"This":[110],"can":[111],"used":[113],"workflows":[116],"with":[117],"multiple":[118],"coupling":[120],"together.":[121],"core":[123],"proposed":[126],"includes":[128],"coupled":[130],"support":[132],"(DSP)":[134],"construct,":[135],"two":[137],"key":[138],"classes,":[139],"namely,":[140],"Process":[141],"represents":[143],"basic":[145],"hierarchy":[146],"building":[147],"blocks":[148],"wherein":[149],"DSPs":[151],"are":[152,186],"embedded,":[153],"Interface":[155],"DSP":[159],"information":[160],"flows":[161],"link":[163],"different":[164],"Processes":[165],"hierarchy.":[168],"efficacy":[170],"demonstrated":[175],"using":[176],"portal":[178],"frame":[179],"example.":[181],"Advantages":[182],"it":[188],"decomposable":[190],"flexible":[192],"enough":[193],"accommodate":[195],"dynamic":[197],"evolution":[198],"process":[201],"along":[202],"timeline.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}