{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:38:27Z","timestamp":1775003907358,"version":"3.50.1"},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"24","license":[{"start":{"date-parts":[[2023,11,29]],"date-time":"2023-11-29T00:00:00Z","timestamp":1701216000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,11,29]],"date-time":"2023-11-29T00:00:00Z","timestamp":1701216000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Pioneer and Leading Goose R &D Program of Zhejiang","award":["2022C01051"],"award-info":[{"award-number":["2022C01051"]}]},{"DOI":"10.13039\/100012542","name":"Sichuan Province Science and Technology Support Program","doi-asserted-by":"publisher","award":["2022YFQ0114"],"award-info":[{"award-number":["2022YFQ0114"]}],"id":[{"id":"10.13039\/100012542","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LY23E050011"],"award-info":[{"award-number":["LY23E050011"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Intell"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1007\/s10489-023-05186-z","type":"journal-article","created":{"date-parts":[[2023,11,29]],"date-time":"2023-11-29T01:01:51Z","timestamp":1701219711000},"page":"30887-30910","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["ICCP: A heuristic process planning method for personalized product configuration design"],"prefix":"10.1007","volume":"53","author":[{"given":"Kerui","family":"Hu","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9358-0099","authenticated-orcid":false,"given":"Lemiao","family":"Qiu","sequence":"additional","affiliation":[]},{"given":"Shuyou","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Zili","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Naiyu","family":"Fang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,11,29]]},"reference":[{"issue":"3","key":"5186_CR1","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1016\/j.jmsy.2013.04.012","volume":"32","author":"C Berry","year":"2013","unstructured":"Berry C, Wang H, Hu SJ (2013) Product architecting for personalization. J Manuf Syst 32(3):404\u2013411","journal-title":"J Manuf Syst"},{"issue":"2","key":"5186_CR2","first-page":"401","volume":"224","author":"C Cai","year":"2010","unstructured":"Cai C, Xiao R, Yang P (2010) The method for analysing and disposing of functional interaction in axiomatic design. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 224(2):401\u2013409","journal-title":"Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science"},{"issue":"6","key":"5186_CR3","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1080\/09544828.2018.1487531","volume":"29","author":"X Cheng","year":"2018","unstructured":"Cheng X, Xiao R, Wang H (2018) A method for coupling analysis of association modules in product family design. J Eng Des 29(6):327\u2013352","journal-title":"J Eng Des"},{"issue":"3","key":"5186_CR4","doi-asserted-by":"publisher","first-page":"2593","DOI":"10.1007\/s10489-022-03701-2","volume":"53","author":"CC Chiu","year":"2023","unstructured":"Chiu CC, Lai CM, Chen CM (2023) An evolutionary simulation-optimization approach for the problem of order allocation with flexible splitting rule in semiconductor assembly. Appl Intell 53(3):2593\u20132615","journal-title":"Appl Intell"},{"key":"5186_CR5","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/s10845-007-0011-2","volume":"18","author":"Z Dai","year":"2007","unstructured":"Dai Z, Scott MJ (2007) Product platform design through sensitivity analysis and cluster analysis. J Intell Manuf 18:97\u2013113","journal-title":"J Intell Manuf"},{"key":"5186_CR6","unstructured":"Dennis A, Wixom BH, Roth RM (2008) Systems analysis and design. John wiley & sons"},{"issue":"9","key":"5186_CR7","doi-asserted-by":"publisher","first-page":"11770","DOI":"10.1016\/j.eswa.2011.03.064","volume":"38","author":"M Dong","year":"2011","unstructured":"Dong M, Yang D, Su L (2011) Ontology-based service product configuration system modeling and development. Expert Syst Appl 38(9):11770\u201311786","journal-title":"Expert Syst Appl"},{"key":"5186_CR8","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.knosys.2015.10.013","volume":"92","author":"R Dou","year":"2016","unstructured":"Dou R, Zong C, Nan G (2016) Multi-stage interactive genetic algorithm for collaborative product customization. Knowl-Based Syst 92:43\u201354","journal-title":"Knowl-Based Syst"},{"key":"5186_CR9","unstructured":"Felfernig A, Hotz L, Bagley C, Tiihonen J (2014) Knowledge-based configuration: from research to business cases. Newnes"},{"issue":"5","key":"5186_CR10","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1016\/j.compind.2009.10.002","volume":"61","author":"A Haug","year":"2010","unstructured":"Haug A, Hvam L, Mortensen NH (2010) A layout technique for class diagrams to be used in product configuration projects. Comput Ind 61(5):409\u2013418","journal-title":"Comput Ind"},{"key":"5186_CR11","doi-asserted-by":"publisher","first-page":"3917","DOI":"10.1007\/s10489-020-01843-9","volume":"51","author":"F Hossein Nia Shavaki","year":"2021","unstructured":"Hossein Nia Shavaki F, Jolai F (2021) A rule-based heuristic algorithm for joint order batching and delivery planning of online retailers with multiple order pickers. Appl Intell 51:3917\u20133935","journal-title":"Appl Intell"},{"key":"5186_CR12","doi-asserted-by":"crossref","unstructured":"Hotz L, Felfernig A, Stumptner M, Ryabokon A, Bagley C, Wolter K, et\u00a0al. (2014) Configuration knowledge representation and reasoning. PhD thesis, Morgan Kaufmann Amsterdam","DOI":"10.1016\/B978-0-12-415817-7.00006-2"},{"issue":"2","key":"5186_CR13","doi-asserted-by":"publisher","first-page":"715","DOI":"10.1016\/j.cirp.2011.05.004","volume":"60","author":"SJ Hu","year":"2011","unstructured":"Hu SJ, Ko J, Weyand L, ElMaraghy HA, Lien TK, Koren Y, Bley H, Chryssolouris G, Nasr N, Shpitalni M (2011) Assembly system design and operations for product variety. CIRP Ann 60(2):715\u2013733","journal-title":"CIRP Ann"},{"issue":"9","key":"5186_CR14","doi-asserted-by":"publisher","first-page":"4460","DOI":"10.1016\/j.eswa.2015.01.066","volume":"42","author":"ZT Koszty\u00e1n","year":"2015","unstructured":"Koszty\u00e1n ZT (2015) Exact algorithm for matrix-based project planning problems. Expert Syst Appl 42(9):4460\u20134473","journal-title":"Expert Syst Appl"},{"key":"5186_CR15","doi-asserted-by":"crossref","unstructured":"Lee CH, Chen CH, Lin C, Li F, Zhao X (2019) Developing a quick response product configuration system under industry 4.0 based on customer requirement modelling and optimization method. Appl Sci 9(23):5004","DOI":"10.3390\/app9235004"},{"key":"5186_CR16","doi-asserted-by":"publisher","first-page":"2503","DOI":"10.1007\/s12206-010-1002-3","volume":"24","author":"J Lee","year":"2010","unstructured":"Lee J, Han S (2010) Knowledge-based configuration design of a train bogie. J Mech Sci Technol 24:2503\u20132510","journal-title":"J Mech Sci Technol"},{"issue":"7\u20139","key":"5186_CR17","doi-asserted-by":"publisher","first-page":"220","DOI":"10.1080\/09544828.2015.1021305","volume":"26","author":"CE Levandowski","year":"2015","unstructured":"Levandowski CE, Jiao JR, Johannesson H (2015) A two-stage model of adaptable product platform for engineering-to-order configuration design. J Eng Des 26(7\u20139):220\u2013235","journal-title":"J Eng Des"},{"key":"5186_CR18","doi-asserted-by":"publisher","first-page":"1036","DOI":"10.1016\/j.cie.2019.04.028","volume":"135","author":"X Li","year":"2019","unstructured":"Li X, Gao L, Wang W, Wang C, Wen L (2019) Particle swarm optimization hybridized with genetic algorithm for uncertain integrated process planning and scheduling with interval processing time. Comput Ind Eng 135:1036\u20131046","journal-title":"Comput Ind Eng"},{"key":"5186_CR19","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1007\/s10845-020-01703-w","volume":"32","author":"Q Liu","year":"2021","unstructured":"Liu Q, Li X, Gao L (2021) Mathematical modeling and a hybrid evolutionary algorithm for process planning. J Intell Manuf 32:781\u2013797","journal-title":"J Intell Manuf"},{"issue":"1","key":"5186_CR20","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/0004-3702(82)90021-2","volume":"19","author":"J McDermott","year":"1982","unstructured":"McDermott J (1982) R1: a rule-based configurer of computer systems. Artificial intelligence 19(1):39\u201388","journal-title":"Artificial intelligence"},{"key":"5186_CR21","first-page":"1395","volume":"89","author":"S Mittal","year":"1989","unstructured":"Mittal S, Frayman F (1989) Towards a generic model of configuraton tasks. IJCAI, Citeseer 89:1395\u20131401","journal-title":"IJCAI, Citeseer"},{"key":"5186_CR22","first-page":"949","volume":"48078","author":"J Park","year":"2007","unstructured":"Park J, Shin D (2007) A product platform development method using qfd. International Design Engineering Technical Conferences and Computers and Information in Engineering Conference 48078:949\u2013958","journal-title":"International Design Engineering Technical Conferences and Computers and Information in Engineering Conference"},{"issue":"4","key":"5186_CR23","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1061\/(ASCE)0887-3801(1990)4:4(298)","volume":"4","author":"JL Rogers","year":"1990","unstructured":"Rogers JL (1990) Knowledge-based tool for decomposing complex design problems. J Comput Civ Eng 4(4):298\u2013312","journal-title":"J Comput Civ Eng"},{"key":"5186_CR24","doi-asserted-by":"publisher","first-page":"4647","DOI":"10.1007\/s10489-020-01809-x","volume":"50","author":"Z Shao","year":"2020","unstructured":"Shao Z, Shao W, Pi D (2020) Effective constructive heuristic and metaheuristic for the distributed assembly blocking flow-shop scheduling problem. Appl Intell 50:4647\u20134669","journal-title":"Appl Intell"},{"issue":"1","key":"5186_CR25","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1002\/sys.10056","volume":"7","author":"DM Sharman","year":"2004","unstructured":"Sharman DM, Yassine AA (2004) Characterizing complex product architectures. Syst Eng 7(1):35\u201360","journal-title":"Syst Eng"},{"issue":"1\u20132","key":"5186_CR26","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1007\/s00170-021-07462-z","volume":"116","author":"Z Shuyou","year":"2021","unstructured":"Shuyou Z, Wenqi G, Zili W, Lemiao Q, Huifang Z (2021) A heuristic configuration solving process planning method for mechanical product configuration by imitating the crystal crystallization process. Int J Adv Manuf Technol 116(1\u20132):611\u2013628","journal-title":"Int J Adv Manuf Technol"},{"key":"5186_CR27","first-page":"824","volume":"2","author":"E Sollow","year":"1987","unstructured":"Sollow E (1987) Assessing the maintainability of xcqn-in-rime: coping with the problems of a very large rule-base. Proceedings of the sixth National conference on Artificial intelligence 2:824\u2013829","journal-title":"Proceedings of the sixth National conference on Artificial intelligence"},{"issue":"21","key":"5186_CR28","doi-asserted-by":"publisher","first-page":"6451","DOI":"10.1080\/00207543.2020.1815888","volume":"59","author":"Q Song","year":"2021","unstructured":"Song Q, Ni Y, Ralescu DA (2021) Product configuration using redundancy and standardisation in an uncertain environment. Int J Prod Res 59(21):6451\u20136470","journal-title":"Int J Prod Res"},{"key":"5186_CR29","unstructured":"Spinner M (1989) Improving project management skills and techniques. Pearson College Division"},{"issue":"1","key":"5186_CR30","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1016\/S0360-8352(03)00031-7","volume":"45","author":"JCY Su","year":"2003","unstructured":"Su JCY, Chen SJG, Lin L (2003) A structured approach to measuring functional dependency and sequencing of coupled tasks in engineering design. Comput Ind Eng 45(1):195\u2013214","journal-title":"Comput Ind Eng"},{"issue":"2","key":"5186_CR31","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1002\/sys.20142","volume":"13","author":"ES Suh","year":"2010","unstructured":"Suh ES, Furst MR, Mihalyov KJ, Weck Od (2010) Technology infusion for complex systems: a framework and case study. Syst Eng 13(2):186\u2013203","journal-title":"Syst Eng"},{"key":"5186_CR32","first-page":"271","volume-title":"2016 International Conference on Communications","author":"L Sun","year":"2016","unstructured":"Sun L, An J, Yu H (2016) The application of design structure matrix optimization method based on genetic algorithm. 2016 International Conference on Communications. Atlantis Press, Information Management and Network Security, pp 271\u2013273"},{"issue":"1","key":"5186_CR33","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/j.cirp.2017.04.106","volume":"66","author":"C Tan","year":"2017","unstructured":"Tan C, Hu SJ, Chung H, Barton K, Piya C, Ramani K, Banu M (2017) Product personalization enabled by assembly architecture and cyber physical systems. CIRP Ann 66(1):33\u201336","journal-title":"CIRP Ann"},{"key":"5186_CR34","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.jmsy.2020.05.006","volume":"56","author":"C Tan","year":"2020","unstructured":"Tan C, Chung H, Barton K, Hu SJ, Freiheit T (2020) Incorporating customer personalization preferences in open product architecture design. J Manuf Syst 56:72\u201383","journal-title":"J Manuf Syst"},{"key":"5186_CR35","doi-asserted-by":"publisher","first-page":"106790","DOI":"10.1016\/j.cie.2020.106790","volume":"149","author":"EB Tirkolaee","year":"2020","unstructured":"Tirkolaee EB, Ayd\u0131n NS, Ranjbar-Bourani M, Weber GW (2020) A robust bi-objective mathematical model for disaster rescue units allocation and scheduling with learning effect. Comput Ind Eng 149:106790","journal-title":"Comput Ind Eng"},{"issue":"11","key":"5186_CR36","doi-asserted-by":"publisher","first-page":"2772","DOI":"10.1109\/TFUZZ.2020.2998174","volume":"28","author":"EB Tirkolaee","year":"2020","unstructured":"Tirkolaee EB, Goli A, Weber GW (2020) Fuzzy mathematical programming and self-adaptive artificial fish swarm algorithm for just-in-time energy-aware flow shop scheduling problem with outsourcing option. IEEE Trans Fuzzy Syst 28(11):2772\u20132783","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"1","key":"5186_CR37","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.cirp.2010.03.097","volume":"59","author":"M Tseng","year":"2010","unstructured":"Tseng M, Jiao R, Wang C (2010) Design for mass personalization. CIRP Ann 59(1):175\u2013178","journal-title":"CIRP Ann"},{"key":"5186_CR38","doi-asserted-by":"publisher","first-page":"3283","DOI":"10.1007\/s12206-016-0637-0","volume":"30","author":"P Wang","year":"2016","unstructured":"Wang P, Gong Y, Xie H, Liu Y (2016) Somedgra: a case retrieval method for machine tool product configuration design. J Mech Sci Technol 30:3283\u20133293","journal-title":"J Mech Sci Technol"},{"issue":"13","key":"5186_CR39","doi-asserted-by":"publisher","first-page":"2957","DOI":"10.1080\/002075499190374","volume":"37","author":"A Yassine","year":"1999","unstructured":"Yassine A, Falkenburg D, Chelst K (1999) Engineering design management: an information structure approach. Int J Prod Res 37(13):2957\u20132975","journal-title":"Int J Prod Res"},{"key":"5186_CR40","doi-asserted-by":"publisher","first-page":"1449","DOI":"10.1007\/s00170-014-6358-6","volume":"76","author":"YW Yu","year":"2015","unstructured":"Yu YW, Deng YM, Lu W, Nee A (2015) Analysis of mechanical systems with adaptable functions for the evaluation of functional coupling and component importance. Int J Adv Manuf Technol 76:1449\u20131458","journal-title":"Int J Adv Manuf Technol"},{"key":"5186_CR41","doi-asserted-by":"crossref","unstructured":"Zeng F, Jin Y (2007) Study on product configuration based on product model. Int J Adv Manuf Technol 33:766\u2013771","DOI":"10.1007\/s00170-006-0500-z"},{"key":"5186_CR42","doi-asserted-by":"crossref","unstructured":"Zhang X, Ma S, Chen S (2019) Healthcare process modularization using design structure matrix. Adv Eng Inform 39:320\u2013330","DOI":"10.1016\/j.aei.2019.02.005"},{"key":"5186_CR43","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1016\/j.jmsy.2017.03.010","volume":"43","author":"P Zheng","year":"2017","unstructured":"Zheng P, Xu X, Yu S, Liu C (2017) Personalized product configuration framework in an adaptable open architecture product platform. J Manuf Syst 43:422\u2013435","journal-title":"J Manuf Syst"},{"key":"5186_CR44","doi-asserted-by":"crossref","unstructured":"Zheng P, Yu S, Xu X (2017) A personalized attribute determination process in a cloud-based adaptable product configurator. In: International manufacturing science and engineering conference, American society of mechanical engineers, vol 50749, p V003T04A024","DOI":"10.1115\/MSEC2017-2639"},{"key":"5186_CR45","doi-asserted-by":"publisher","first-page":"1047","DOI":"10.1007\/s10845-012-0673-2","volume":"24","author":"F Zhou","year":"2013","unstructured":"Zhou F, Ji Y, Jiao RJ (2013) Affective and cognitive design for mass personalization: status and prospect. J Intell Manuf 24:1047\u20131069","journal-title":"J Intell Manuf"}],"container-title":["Applied Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-023-05186-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10489-023-05186-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10489-023-05186-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,28]],"date-time":"2023-12-28T06:30:50Z","timestamp":1703745050000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10489-023-05186-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,29]]},"references-count":45,"journal-issue":{"issue":"24","published-print":{"date-parts":[[2023,12]]}},"alternative-id":["5186"],"URL":"https:\/\/doi.org\/10.1007\/s10489-023-05186-z","relation":{},"ISSN":["0924-669X","1573-7497"],"issn-type":[{"value":"0924-669X","type":"print"},{"value":"1573-7497","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11,29]]},"assertion":[{"value":"17 November 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 November 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Authors consent to publish this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent to Publish"}}]}}