{"id":"https://openalex.org/W3128037807","doi":"https://doi.org/10.3233/atde190170","title":"A Survey of Requirements Management in Smart Product-Service Systems","display_name":"A Survey of Requirements Management in Smart Product-Service Systems","publication_year":2019,"publication_date":"2019-10-07","ids":{"openalex":"https://openalex.org/W3128037807","doi":"https://doi.org/10.3233/atde190170","mag":"3128037807"},"language":"en","primary_location":{"id":"doi:10.3233/atde190170","is_oa":true,"landing_page_url":"https://doi.org/10.3233/atde190170","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/ATDE190170","source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/ATDE190170","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037251172","display_name":"Zuoxu Wang","orcid":"https://orcid.org/0000-0003-2524-1217"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zuoxu Wang","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079101040","display_name":"Pai Zheng","orcid":"https://orcid.org/0000-0002-2329-8634"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Pai Zheng","raw_affiliation_strings":["Delta-NTU Corporate Laboratory for Cyber-Physical System, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798","School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798"],"affiliations":[{"raw_affiliation_string":"Delta-NTU Corporate Laboratory for Cyber-Physical System, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018055568","display_name":"Chun\u2010Hsien Chen","orcid":"https://orcid.org/0000-0003-2193-5270"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chun-Hsien Chen","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108795536","display_name":"Li Pheng Khoo","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Li Pheng Khoo","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore 639798","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037251172"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":2.1608,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88860472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11114","display_name":"Service and Product Innovation","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11114","display_name":"Service and Product Innovation","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.9340999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.561673641204834},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.5381020307540894},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5236708521842957},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5193913578987122},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.49196407198905945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.472200483083725},{"id":"https://openalex.org/keywords/business-requirements","display_name":"Business requirements","score":0.4295700490474701},{"id":"https://openalex.org/keywords/product-service-system","display_name":"Product-service system","score":0.4271470308303833},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4205082654953003},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3665144443511963},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.35388949513435364},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.308702290058136},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.22395482659339905},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.212259441614151},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2067582607269287},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.15659335255622864},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.14934203028678894},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.10291257500648499}],"concepts":[{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.561673641204834},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5381020307540894},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5236708521842957},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5193913578987122},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.49196407198905945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.472200483083725},{"id":"https://openalex.org/C123247970","wikidata":"https://www.wikidata.org/wiki/Q5001932","display_name":"Business requirements","level":4,"score":0.4295700490474701},{"id":"https://openalex.org/C122642867","wikidata":"https://www.wikidata.org/wiki/Q179106","display_name":"Product-service system","level":3,"score":0.4271470308303833},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4205082654953003},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3665144443511963},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35388949513435364},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.308702290058136},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.22395482659339905},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.212259441614151},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2067582607269287},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.15659335255622864},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.14934203028678894},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.10291257500648499},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/atde190170","is_oa":true,"landing_page_url":"https://doi.org/10.3233/atde190170","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/ATDE190170","source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/140619","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/140619","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"}],"best_oa_location":{"id":"doi:10.3233/atde190170","is_oa":true,"landing_page_url":"https://doi.org/10.3233/atde190170","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/ATDE190170","source":{"id":"https://openalex.org/S4210187496","display_name":"Advances in transdisciplinary engineering","issn_l":"2352-751X","issn":["2352-751X","2352-7528"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Transdisciplinary Engineering","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318804","display_name":"Delta Electronics","ror":"https://ror.org/04s3g5933"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128037807.pdf","grobid_xml":"https://content.openalex.org/works/W3128037807.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1505454221","https://openalex.org/W1971375432","https://openalex.org/W2020245729","https://openalex.org/W2022586720","https://openalex.org/W2039446842","https://openalex.org/W2040710109","https://openalex.org/W2043398945","https://openalex.org/W2044049559","https://openalex.org/W2052301370","https://openalex.org/W2121322810","https://openalex.org/W2130952061","https://openalex.org/W2132332835","https://openalex.org/W2140028295","https://openalex.org/W2146466293","https://openalex.org/W2271475944","https://openalex.org/W2274326969","https://openalex.org/W2343765542","https://openalex.org/W2401907287","https://openalex.org/W2467875304","https://openalex.org/W2558091319","https://openalex.org/W2560669447","https://openalex.org/W2566629308","https://openalex.org/W2597150627","https://openalex.org/W2597403697","https://openalex.org/W2611048439","https://openalex.org/W2620226415","https://openalex.org/W2620619565","https://openalex.org/W2621366330","https://openalex.org/W2724096406","https://openalex.org/W2736552576","https://openalex.org/W2750922909","https://openalex.org/W2779479887","https://openalex.org/W2781811393","https://openalex.org/W2793600172","https://openalex.org/W2794742163","https://openalex.org/W2809013887","https://openalex.org/W2886975879","https://openalex.org/W2889313257","https://openalex.org/W2897264265","https://openalex.org/W2897559116","https://openalex.org/W2912026759","https://openalex.org/W2914887964","https://openalex.org/W2915049048","https://openalex.org/W3119118010","https://openalex.org/W6600258949","https://openalex.org/W6779546104"],"related_works":["https://openalex.org/W2375942183","https://openalex.org/W2741144100","https://openalex.org/W1992985016","https://openalex.org/W3011454901","https://openalex.org/W2047890378","https://openalex.org/W3093888451","https://openalex.org/W2030539920","https://openalex.org/W2236971970","https://openalex.org/W1995551805","https://openalex.org/W2584633300"],"abstract_inverted_index":{"Driven":[0],"by":[1],"the":[2,13,50,76,79,108,114,122,161,183],"advances":[3,80],"of":[4,16,42,53,78,81,88,110,116,124,151,164,175],"information":[5],"and":[6,18,45,72,83,136],"communication":[7],"technologies":[8],"(ICT)":[9],"as":[10,12,49,156],"well":[11],"increasing":[14],"complexity":[15],"product":[17,44],"service":[19],"bundles":[20],"in":[21,113,127,167,182],"business":[22],"market,":[23],"smart":[24,84],"product-service":[25],"system":[26],"(Smart":[27],"PSS)":[28],"has":[29,91],"become":[30],"a":[31,94,98,143],"key":[32,173],"factor":[33],"for":[34],"industrial":[35],"companies":[36],"to":[37,75,97],"meet":[38],"demanding":[39],"customer":[40],"expectations":[41],"individual":[43],"services.":[46],"Requirement":[47],"management,":[48],"first":[51],"step":[52],"Smart":[54,63,117,128,168,185],"PSS":[55,129,186],"development,":[56],"significantly":[57],"affects":[58],"its":[59],"final":[60],"success.":[61],"In":[62,119],"PSS,":[64,169],"requirement":[65,89,145,152,165],"management":[66,90,146,153,166],"is":[67],"endowed":[68],"with":[69],"new":[70,184],"capabilities":[71],"opportunities":[73],"due":[74],"mature":[77],"techniques":[82],"devices.":[85],"The":[86],"manner":[87,96,163],"transformed":[92],"from":[93,178],"human-intensive":[95],"data-driven":[99,144],"manner.":[100],"Facing":[101],"this":[102,120],"challenge,":[103],"scarcely":[104],"any":[105],"paper":[106],"discussed":[107,155],"foundations":[109],"managing":[111,125,176],"requirements":[112,126,177],"context":[115],"PSS.":[118],"paper,":[121],"prerequisites":[123],"are":[130,139,154],"discussed,":[131],"data":[132,181],"properties,":[133],"representation":[134],"format":[135],"reasoning":[137],"methods":[138],"analyzed":[140],"based":[141],"on":[142],"architecture.":[147],"Two":[148],"potential":[149],"scenarios":[150],"well.":[157],"This":[158],"work":[159],"depicts":[160],"deserving":[162],"which":[170],"points":[171,174],"out":[172],"heterogeneous":[179],"usage":[180],"paradigm.":[187]},"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}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}