{"id":"https://openalex.org/W2914887964","doi":"https://doi.org/10.1080/00207543.2019.1577566","title":"A framework with revised rough-DEMATEL to capture and evaluate requirements for smart industrial product-service system of systems","display_name":"A framework with revised rough-DEMATEL to capture and evaluate requirements for smart industrial product-service system of systems","publication_year":2019,"publication_date":"2019-02-13","ids":{"openalex":"https://openalex.org/W2914887964","doi":"https://doi.org/10.1080/00207543.2019.1577566","mag":"2914887964"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2019.1577566","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2019.1577566","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5110446573","display_name":"Zhiwen Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Liu","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078863002","display_name":"Xinguo Ming","orcid":"https://orcid.org/0000-0003-1750-4478"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinguo Ming","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078863002"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":13.4909,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.98680825,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"57","issue":"22","first_page":"7104","last_page":"7122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9959999918937683,"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/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9959999918937683,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T11729","display_name":"Product Development and Customization","score":0.9876000285148621,"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/rough-set","display_name":"Rough set","score":0.6131671071052551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5547656416893005},{"id":"https://openalex.org/keywords/functional-requirement","display_name":"Functional requirement","score":0.5362108945846558},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5340971350669861},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.5213707089424133},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5093961358070374},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.493507981300354},{"id":"https://openalex.org/keywords/product-service-system","display_name":"Product-service system","score":0.4746074080467224},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.463363379240036},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44983112812042236},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.43308189511299133},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3591327667236328},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.35435712337493896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3422464430332184},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26554757356643677},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2469066083431244},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.1898336112499237},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18299230933189392},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15243494510650635}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.6131671071052551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5547656416893005},{"id":"https://openalex.org/C62235348","wikidata":"https://www.wikidata.org/wiki/Q3264234","display_name":"Functional requirement","level":2,"score":0.5362108945846558},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5340971350669861},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.5213707089424133},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5093961358070374},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.493507981300354},{"id":"https://openalex.org/C122642867","wikidata":"https://www.wikidata.org/wiki/Q179106","display_name":"Product-service system","level":3,"score":0.4746074080467224},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.463363379240036},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44983112812042236},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.43308189511299133},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3591327667236328},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.35435712337493896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3422464430332184},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26554757356643677},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2469066083431244},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.1898336112499237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18299230933189392},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15243494510650635},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2019.1577566","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2019.1577566","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:57:y:2019:i:22:p:7104-7122","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2019.1577566","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G8081174875","display_name":null,"funder_award_id":"Grant No. 71632008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W43147580","https://openalex.org/W245425526","https://openalex.org/W569142667","https://openalex.org/W577291795","https://openalex.org/W626385143","https://openalex.org/W1153780922","https://openalex.org/W1517591738","https://openalex.org/W1556265791","https://openalex.org/W1581143468","https://openalex.org/W1590638423","https://openalex.org/W1594776853","https://openalex.org/W1624712119","https://openalex.org/W1674795305","https://openalex.org/W1969740547","https://openalex.org/W1977505766","https://openalex.org/W1993159878","https://openalex.org/W1993326409","https://openalex.org/W2026284885","https://openalex.org/W2032530235","https://openalex.org/W2040710109","https://openalex.org/W2043398945","https://openalex.org/W2051594262","https://openalex.org/W2051964476","https://openalex.org/W2064640650","https://openalex.org/W2069725600","https://openalex.org/W2075792417","https://openalex.org/W2077887302","https://openalex.org/W2129363624","https://openalex.org/W2139110894","https://openalex.org/W2142781584","https://openalex.org/W2147709608","https://openalex.org/W2148600920","https://openalex.org/W2156218005","https://openalex.org/W2176686595","https://openalex.org/W2185409481","https://openalex.org/W2235146838","https://openalex.org/W2239710762","https://openalex.org/W2254884657","https://openalex.org/W2274326969","https://openalex.org/W2346478748","https://openalex.org/W2362812932","https://openalex.org/W2439622561","https://openalex.org/W2495025352","https://openalex.org/W2507249691","https://openalex.org/W2508444174","https://openalex.org/W2558091319","https://openalex.org/W2599231838","https://openalex.org/W2620619565","https://openalex.org/W2626488555","https://openalex.org/W2707528685","https://openalex.org/W2761347711","https://openalex.org/W2765871100","https://openalex.org/W2783745907","https://openalex.org/W2793186516","https://openalex.org/W2799452141","https://openalex.org/W2800726458","https://openalex.org/W2803849101","https://openalex.org/W2810568751","https://openalex.org/W2811450739","https://openalex.org/W2886975879","https://openalex.org/W2890618227","https://openalex.org/W2900284547","https://openalex.org/W4232686304","https://openalex.org/W4235297485","https://openalex.org/W4235756675","https://openalex.org/W4254278018","https://openalex.org/W4298140396","https://openalex.org/W4301103908"],"related_works":["https://openalex.org/W2392963705","https://openalex.org/W2107349454","https://openalex.org/W2382278777","https://openalex.org/W1964260090","https://openalex.org/W2353240132","https://openalex.org/W2375932290","https://openalex.org/W1486178390","https://openalex.org/W138553499","https://openalex.org/W2167403502","https://openalex.org/W2144811140"],"abstract_inverted_index":{"Smart":[0],"industrial":[1,12],"product-service":[2],"system":[3,181],"of":[4,11,20,46,67,71,91,111,128,152,177,182,191],"systems":[5],"(SiP-S3)":[6],"is":[7,29,75,78,98,136,165,184],"a":[8,89,123],"new":[9],"extension":[10],"PSS":[13],"via":[14],"smart":[15],"technology":[16,163],"and":[17,33,50,56,69,125,134,189],"SoS":[18],"(system":[19],"systems)":[21,183],"engineering.":[22],"A":[23],"framework":[24],"with":[25],"revised":[26,79],"rough-DEMATEL":[27,74],"method":[28],"proposed":[30],"to":[31,62,101,108,139,155,186],"capture":[32],"evaluate":[34],"requirements":[35,52,66],"for":[36,94],"SiP-S3.":[37],"From":[38],"the":[39,63,150],"various":[40],"interactions":[41],"in":[42,80,168],"value":[43],"stream":[44],"mapping":[45],"SiP-S3,":[47],"business,":[48],"functional":[49],"non-functional":[51],"can":[53,145],"be":[54,146],"captured":[55],"converged":[57],"into":[58,116],"SiP-S3":[59,68,84],"requirements.":[60,141],"Due":[61],"interrelation":[64],"between":[65],"uncertainty":[70],"expert":[72],"judgments,":[73],"adopted":[76],"but":[77],"two":[81],"aspects.":[82],"Generally,":[83],"requirement":[85],"items":[86],"are":[87],"plentiful,":[88],"set":[90,96],"programming":[92],"code":[93],"rough":[95],"approximation":[97],"firstly":[99,137],"given":[100],"reduce":[102],"manual":[103],"calculation":[104,153],"burden.":[105],"Moreover,":[106],"compared":[107],"multiple":[109],"operators":[110],"modified-CFCS":[112],"(converting":[113],"fuzzy":[114],"values":[115],"crisp":[117],"scores)":[118],"plus":[119],"SVL":[120],"(single":[121],"vector-length),":[122],"feasible":[124],"simpler":[126],"operator":[127],"AVL":[129],"(average":[130],"vector-length)":[131],"on":[132],"rough-prominence":[133],"rough-relation":[135],"devised":[138],"prioritise":[140],"As":[142],"such,":[143],"roughness":[144],"remained":[147],"till":[148],"at":[149],"end":[151],"procedure":[154],"avoid":[156],"uncertain":[157],"assessment":[158],"information":[159],"loss.":[160],"Surface":[161],"mount":[162],"(SMT)":[164],"not":[166],"trivial":[167],"electronic":[169],"manufacturing":[170],"service":[171],"industry,":[172],"an":[173],"illustrative":[174],"case":[175],"study":[176],"SMTE-S3":[178],"(SMT":[179],"equipment-service":[180],"demonstrated":[185],"verify":[187],"feasibility":[188],"potential":[190],"proposal":[192],"methodological":[193],"framework.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}