{"id":"https://openalex.org/W2014480460","doi":"https://doi.org/10.1115/1.1812556","title":"A Data Mining Approach to Forming Generic Bills of Materials in Support of Variant Design Activities","display_name":"A Data Mining Approach to Forming Generic Bills of Materials in Support of Variant Design Activities","publication_year":2004,"publication_date":"2004-12-01","ids":{"openalex":"https://openalex.org/W2014480460","doi":"https://doi.org/10.1115/1.1812556","mag":"2014480460"},"language":"en","primary_location":{"id":"doi:10.1115/1.1812556","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.1812556","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003550866","display_name":"Carol J. Romanowski","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carol J. Romanowski ,","raw_affiliation_strings":["Department of Industrial Engineering, 342 Bell Hall, University at Buffalo, SUNY Buffalo, New York 14260"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, 342 Bell Hall, University at Buffalo, SUNY Buffalo, New York 14260","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084546619","display_name":"Rakesh Nagi","orcid":"https://orcid.org/0000-0003-4022-6277"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rakesh Nagi","raw_affiliation_strings":["Department of Industrial Engineering, 342 Bell Hall, University at Buffalo, SUNY Buffalo, New York 14260"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, 342 Bell Hall, University at Buffalo, SUNY Buffalo, New York 14260","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":5.719,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.95047116,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"4","issue":"4","first_page":"316","last_page":"328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9883000254631042,"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":0.9878000020980835,"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":0.627490758895874},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.615999162197113},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5953730940818787},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5545303225517273},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5220168232917786},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47475698590278625},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4740307629108429},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4462173283100128},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.4320800304412842},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3613132834434509},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33150577545166016},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25522345304489136},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.20748496055603027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17030549049377441},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15954309701919556}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.627490758895874},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.615999162197113},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5953730940818787},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5545303225517273},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5220168232917786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47475698590278625},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4740307629108429},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4462173283100128},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.4320800304412842},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3613132834434509},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33150577545166016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25522345304489136},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.20748496055603027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17030549049377441},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15954309701919556},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.1812556","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.1812556","pdf_url":null,"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":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W29150719","https://openalex.org/W159276758","https://openalex.org/W207325226","https://openalex.org/W347287189","https://openalex.org/W1575476631","https://openalex.org/W1598065345","https://openalex.org/W1608352220","https://openalex.org/W1983153718","https://openalex.org/W1985720334","https://openalex.org/W1997239579","https://openalex.org/W2005530335","https://openalex.org/W2023877257","https://openalex.org/W2048112106","https://openalex.org/W2056563703","https://openalex.org/W2057157951","https://openalex.org/W2069257861","https://openalex.org/W2071744657","https://openalex.org/W2099404336","https://openalex.org/W2106271448","https://openalex.org/W2110212390","https://openalex.org/W2154642793","https://openalex.org/W2166559705","https://openalex.org/W2613371877","https://openalex.org/W2998574808","https://openalex.org/W4241927252","https://openalex.org/W4285719527","https://openalex.org/W6725651644"],"related_works":["https://openalex.org/W2357256365","https://openalex.org/W2348502264","https://openalex.org/W2365486383","https://openalex.org/W2362059367","https://openalex.org/W2901443725","https://openalex.org/W2350084742","https://openalex.org/W1855558850","https://openalex.org/W2357988862","https://openalex.org/W2353819887","https://openalex.org/W2126644037"],"abstract_inverted_index":{"In":[0],"variant":[1],"design,":[2],"the":[3,45,54,117,152],"proliferation":[4],"of":[5,7,39,61,137,154],"bills":[6,38],"materials":[8,40],"makes":[9],"it":[10],"difficult":[11],"for":[12,56,73,147],"designers":[13],"to":[14,35],"find":[15],"previous":[16],"designs":[17,58],"that":[18,43],"would":[19],"aid":[20],"in":[21,48,122],"completing":[22],"a":[23,30,49,110,129,135,143],"new":[24,62,111,144],"design":[25,94,120,156],"task.":[26],"This":[27],"research":[28,145],"presents":[29],"novel,":[31],"data":[32,101,133,148],"mining":[33,102,149],"approach":[34],"forming":[36],"generic":[37],"(GBOMs),":[41],"entities":[42],"represent":[44],"different":[46],"variants":[47],"product":[50],"family":[51],"and":[52,59,76,83,91,107,115,119,141,157],"facilitate":[53],"search":[55],"similar":[57],"configuration":[60],"variants.":[63],"The":[64,125],"technical":[65],"difficulties":[66],"include:":[67],"(i)":[68],"developing":[69],"families":[70],"or":[71],"categories":[72],"products,":[74],"assemblies,":[75],"component":[77],"parts;":[78],"(ii)":[79],"generalizing":[80],"purchased":[81],"parts":[82],"quantifying":[84],"their":[85],"similarity;":[86],"(iii)":[87],"performing":[88],"tree":[89,108,112],"union;":[90],"(iv)":[92],"establishing":[93],"constraints.":[95],"These":[96],"challenges":[97],"are":[98],"met":[99],"through":[100],"methods":[103],"such":[104],"as":[105],"text":[106],"mining,":[109],"union":[113],"procedure,":[114],"embodying":[116],"GBOM":[118],"constraints":[121],"constrained":[123],"XML.":[124],"paper":[126],"concludes":[127],"with":[128],"case":[130],"study,":[131],"using":[132],"from":[134],"manufacturer":[136],"nurse":[138],"call":[139],"devices,":[140],"identifies":[142],"direction":[146],"motivated":[150],"by":[151],"domains":[153],"engineering":[155],"information.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}