{"id":"https://openalex.org/W3041094318","doi":"https://doi.org/10.1109/tem.2020.3000861","title":"Tailoring the Engineering Design Process Through Data and Process Mining","display_name":"Tailoring the Engineering Design Process Through Data and Process Mining","publication_year":2020,"publication_date":"2020-07-10","ids":{"openalex":"https://openalex.org/W3041094318","doi":"https://doi.org/10.1109/tem.2020.3000861","mag":"3041094318"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2020.3000861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2020.3000861","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.rug.nl/en/publications/a5c67e56-69a5-46b2-bd5c-9e334ff24d32","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020403998","display_name":"Laura M\u0103ru\u015fter","orcid":"https://orcid.org/0000-0002-6588-7648"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Laura Maruster","raw_affiliation_strings":["University of Groningen, Faculty of Economics and Business, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Groningen, Faculty of Economics and Business, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035102515","display_name":"A.A. Alblas","orcid":"https://orcid.org/0000-0003-2575-1399"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alex Alblas","raw_affiliation_strings":["Innovation, Technology, Entrepreneurship & Marketing (ITEM) group, School of Industrial Engineering at Eindhoven University of Technology, MB Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Innovation, Technology, Entrepreneurship & Marketing (ITEM) group, School of Industrial Engineering at Eindhoven University of Technology, MB Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020403998"],"corresponding_institution_ids":["https://openalex.org/I169381384"],"apc_list":null,"apc_paid":null,"fwci":1.1047,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83184088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"69","issue":"4","first_page":"1577","last_page":"1591"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9983000159263611,"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":0.9973000288009644,"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/process-mining","display_name":"Process mining","score":0.8489739298820496},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.7006642818450928},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6554049253463745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6131275296211243},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5484172701835632},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4753146767616272},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.4635889232158661},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.4429110884666443},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.4410719871520996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43234914541244507},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4304054379463196},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4259692132472992},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.41359326243400574},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.40333253145217896},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.397796094417572},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3580656051635742},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.29760587215423584},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23324060440063477},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.10303798317909241},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08811730146408081}],"concepts":[{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.8489739298820496},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7006642818450928},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6554049253463745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6131275296211243},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5484172701835632},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4753146767616272},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.4635889232158661},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.4429110884666443},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.4410719871520996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43234914541244507},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4304054379463196},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4259692132472992},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.41359326243400574},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.40333253145217896},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.397796094417572},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3580656051635742},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.29760587215423584},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23324060440063477},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.10303798317909241},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08811730146408081},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tem.2020.3000861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2020.3000861","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"},{"id":"pmh:oai:pure.rug.nl:openaire/a5c67e56-69a5-46b2-bd5c-9e334ff24d32","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/a5c67e56-69a5-46b2-bd5c-9e334ff24d32","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Maruster, L & Alblas, A 2022, 'Tailoring the Engineering Design Process Through Data and Process Mining', IEEE Transactions on Engineering Management, vol. 69, no. 4, pp. 1577-1591. https://doi.org/10.1109/TEM.2020.3000861","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:openaire/a604d43e-109b-4a99-be6f-e62ac1300ccf","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/a604d43e-109b-4a99-be6f-e62ac1300ccf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Maruster, L & Alblas, A A 2022, 'Tailoring the Engineering Design Process Through Data and Process Mining', IEEE Transactions on Engineering Management, vol. 69, no. 4, 9138530, pp. 1577-1591. https://doi.org/10.1109/TEM.2020.3000861","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:publications/a604d43e-109b-4a99-be6f-e62ac1300ccf","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85123255018&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Maruster, L & Alblas, A A 2022, 'Tailoring the Engineering Design Process Through Data and Process Mining', IEEE Transactions on Engineering Management, vol. 69, no. 4, 9138530, pp. 1577-1591. https://doi.org/10.1109/TEM.2020.3000861","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/a604d43e-109b-4a99-be6f-e62ac1300ccf","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/a604d43e-109b-4a99-be6f-e62ac1300ccf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Engineering Management, 69(4):9138530, 1577 - 1591. Institute of Electrical and Electronics Engineers","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:openaire/a5c67e56-69a5-46b2-bd5c-9e334ff24d32","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/a5c67e56-69a5-46b2-bd5c-9e334ff24d32","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Maruster, L & Alblas, A 2022, 'Tailoring the Engineering Design Process Through Data and Process Mining', IEEE Transactions on Engineering Management, vol. 69, no. 4, pp. 1577-1591. https://doi.org/10.1109/TEM.2020.3000861","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W949909655","https://openalex.org/W1560684672","https://openalex.org/W1578876701","https://openalex.org/W1582506982","https://openalex.org/W1662951438","https://openalex.org/W1670263352","https://openalex.org/W1680392829","https://openalex.org/W1910838678","https://openalex.org/W1976959843","https://openalex.org/W1986086062","https://openalex.org/W1991390867","https://openalex.org/W1993997094","https://openalex.org/W2000639912","https://openalex.org/W2004416913","https://openalex.org/W2060232655","https://openalex.org/W2064671882","https://openalex.org/W2076875867","https://openalex.org/W2093723498","https://openalex.org/W2095602365","https://openalex.org/W2098250644","https://openalex.org/W2098617059","https://openalex.org/W2108117917","https://openalex.org/W2120882714","https://openalex.org/W2125055259","https://openalex.org/W2131284413","https://openalex.org/W2139616532","https://openalex.org/W2151935889","https://openalex.org/W2154960108","https://openalex.org/W2167433132","https://openalex.org/W2167537191","https://openalex.org/W2168892279","https://openalex.org/W2171209182","https://openalex.org/W2171465635","https://openalex.org/W2218137545","https://openalex.org/W2243343917","https://openalex.org/W2328032026","https://openalex.org/W2336445786","https://openalex.org/W2734506432","https://openalex.org/W2757875814","https://openalex.org/W2785829332","https://openalex.org/W2790005100","https://openalex.org/W2800841519","https://openalex.org/W2809580410","https://openalex.org/W3123826440","https://openalex.org/W3125863926","https://openalex.org/W3137905446","https://openalex.org/W4243932450","https://openalex.org/W6637386731","https://openalex.org/W6685249881"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2996377510","https://openalex.org/W3184122949","https://openalex.org/W2473542839","https://openalex.org/W88310037","https://openalex.org/W2734067265","https://openalex.org/W2294791746","https://openalex.org/W1611051793"],"abstract_inverted_index":{"Engineering":[0],"changes":[1],"(ECs)":[2],"are":[3,153,171],"new":[4],"product":[5,190],"development":[6],"activities":[7],"addressing":[8],"external":[9],"or":[10],"internal":[11],"challenges,":[12],"such":[13],"as":[14,28,145,166],"market":[15],"demand,":[16],"governmental":[17],"regulations,":[18],"and":[19,34,48,67,69,161,189,192],"competitive":[20],"reasons.":[21],"The":[22,102,121,184],"corresponding":[23],"EC":[24,100,112,136,151,169],"processes,":[25],"although":[26],"perceived":[27],"standard,":[29],"can":[30],"be":[31,39],"very":[32],"complex":[33],"inefficient.":[35],"There":[36],"seem":[37],"to":[38,158],"significant":[40],"differences":[41],"between":[42],"what":[43],"is":[44,92,114,126,138],"the":[45,49,76,99,106,118,134,174],"\u201cofficially\u201d":[46],"documented":[47],"executed":[50],"process.":[51,101],"To":[52],"better":[53],"understand":[54],"this":[55,124],"complexity,":[56],"we":[57],"propose":[58],"a":[59,129,181],"data-driven":[60],"approach,":[61],"based":[62],"on":[63],"advanced":[64],"text":[65],"analytics":[66],"process":[68,137,142,163,178,188,195],"data":[70],"mining":[71],"techniques.":[72],"Our":[73],"approach":[74,186],"sets":[75],"first":[77],"steps":[78,143,179],"toward":[79],"an":[80,87,95],"automatic":[81],"analysis,":[82],"extracting":[83],"detailed":[84,130],"events":[85],"from":[86,156],"unstructured":[88],"event":[89],"log,":[90],"which":[91,116],"necessary":[93],"for":[94,168],"in-depth":[96],"understanding":[97],"of":[98,123,133,176],"results":[103],"show":[104],"that":[105],"predictive":[107],"accuracy":[108],"associated":[109],"with":[110],"certain":[111],"types":[113,152,170],"high,":[115],"assures":[117],"method":[119],"applicability.":[120],"contribution":[122],"article":[125],"threefold:":[127],"1)":[128],"model":[131],"representation":[132],"actual":[135],"developed,":[139],"revealing":[140],"problematic":[141],"(such":[144],"bottleneck":[146],"departments);":[147],"2)":[148],"homogeneous,":[149],"complexity-based":[150],"determined":[154],"(ranging":[155],"\u201cstandard\u201d":[157],"\u201ccomplex\u201d":[159,182],"processes);":[160],"3)":[162],"characteristics":[164],"serving":[165],"predictors":[167],"identified":[172],"(e.g.,":[173],"sequence":[175],"initial":[177],"determines":[180],"process).":[183],"proposed":[185],"facilitates":[187],"innovation,":[191],"efficient":[193],"design":[194],"management":[196],"in":[197],"future":[198],"projects.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}