{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T08:01:39Z","timestamp":1772179299608,"version":"3.50.1"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2017,9,8]],"date-time":"2017-09-08T00:00:00Z","timestamp":1504828800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["51205242"],"award-info":[{"award-number":["51205242"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71101084"],"award-info":[{"award-number":["71101084"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["51405281"],"award-info":[{"award-number":["51405281"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Shanghai Science and Technology Innovation Action Plan","award":["16111106402"],"award-info":[{"award-number":["16111106402"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Intell Manuf"],"published-print":{"date-parts":[[2019,4]]},"DOI":"10.1007\/s10845-017-1359-6","type":"journal-article","created":{"date-parts":[[2017,9,11]],"date-time":"2017-09-11T11:21:06Z","timestamp":1505128866000},"page":"1895-1909","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":31,"title":["A systematic decision-making method for evaluating design alternatives of product service system based on variable precision rough set"],"prefix":"10.1007","volume":"30","author":[{"given":"Zaifang","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danhua","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Egon","family":"Ostrosi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Beibei","family":"Fan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,9,8]]},"reference":[{"key":"1359_CR1","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1016\/0165-0114(89)90205-4","volume":"31","author":"K Atanassov","year":"1989","unstructured":"Atanassov, K., & Gargov, G. (1989). Interval valued intuitionistic fuzzy sets. Fuzzy Sets and Systems, 31, 343\u2013349.","journal-title":"Fuzzy Sets and Systems"},{"issue":"17","key":"1359_CR2","doi-asserted-by":"publisher","first-page":"1480","DOI":"10.1016\/j.jclepro.2006.01.019","volume":"14","author":"JC Aurich","year":"2006","unstructured":"Aurich, J. C., Fuchs, C., & Wagenknecht, C. (2006). Life cycle oriented design of technical product service systems. Journal of Cleaner Production, 14(17), 1480\u20131494.","journal-title":"Journal of Cleaner Production"},{"issue":"3","key":"1359_CR3","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1080\/09544820600752740","volume":"18","author":"Z Aya\u011f","year":"2007","unstructured":"Aya\u011f, Z., & Ozdemir, R. G. (2007). An analytic network process-based approach to concept evaluation in a new product development environment. Journal of Engineering Design, 18(3), 209\u2013226.","journal-title":"Journal of Engineering Design"},{"issue":"10","key":"1359_CR4","doi-asserted-by":"publisher","first-page":"1543","DOI":"10.1243\/09544054JEM858","volume":"221","author":"TS Baines","year":"2007","unstructured":"Baines, T. S., Lightfoot, H. W., Evans, S., et al. (2007). State-of-the-art in product-service systems. Proceedings of the Institution of Mechanical Engineers, Part B: Journal Engineering Manufacture, 221(10), 1543\u20131552.","journal-title":"Proceedings of the Institution of Mechanical Engineers, Part B: Journal Engineering Manufacture"},{"issue":"12","key":"1359_CR5","doi-asserted-by":"publisher","first-page":"1073","DOI":"10.1080\/09511920903207464","volume":"22","author":"D Baxter","year":"2009","unstructured":"Baxter, D., Roy, R., Doultsinou, A., et al. (2009). A knowledge management framework to support product-service systems design. International Journal of Computer Integrated Manufacturing, 22(12), 1073\u20131088.","journal-title":"International Journal of Computer Integrated Manufacturing"},{"key":"1359_CR6","doi-asserted-by":"publisher","first-page":"126","DOI":"10.1109\/3468.553232","volume":"27","author":"G Bordogna","year":"1997","unstructured":"Bordogna, G., Fedrizzi, M., & Pasi, G. (1997). A linguistic modeling of consensus in group decision making based on OWA operators. IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans, 27, 126\u2013132.","journal-title":"IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans"},{"key":"1359_CR7","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1016\/j.eswa.2011.06.017","volume":"39","author":"G B\u00fcy\u00fck\u00f6zkan","year":"2012","unstructured":"B\u00fcy\u00fck\u00f6zkan, G., Arsenyan, J., & Ruan, D. (2012). Logistics tool selection with two-phase fuzzy multi criteria decision making: A case study for personal digital assistant selection. Expert Systems with Applications, 39, 142\u2013153.","journal-title":"Expert Systems with Applications"},{"key":"1359_CR8","doi-asserted-by":"publisher","first-page":"3931","DOI":"10.1016\/j.asoc.2013.03.014","volume":"13","author":"G B\u00fcy\u00fck\u00f6zkan","year":"2013","unstructured":"B\u00fcy\u00fck\u00f6zkan, G., & \u00c7if\u00e7i, G. (2013). An integrated QFD framework with multiple formatted and incomplete preferences: A sustainable supply chain application. Applied Soft Computing, 13, 3931\u20133941.","journal-title":"Applied Soft Computing"},{"issue":"4","key":"1359_CR9","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1016\/j.compind.2012.02.014","volume":"63","author":"S Cavalieri","year":"2012","unstructured":"Cavalieri, S., & Pezzotta, G. (2012). Product-service systems engineering: State of the art and research challenges. Computers in Industry, 63(4), 349\u2013360.","journal-title":"Computers in Industry"},{"key":"1359_CR10","doi-asserted-by":"publisher","DOI":"10.1080\/0951192x.2014.961550","author":"DP Chen","year":"2014","unstructured":"Chen, D. P., Chu, X. N., Sun, X. W., et al. (2014). A new product service system concept evaluation approach based on Information Axiom in a fuzzy-stochastic environment. International Journal of Computer Integrated Manufacturing,. doi:\n                    10.1080\/0951192x.2014.961550\n                    \n                  .","journal-title":"International Journal of Computer Integrated Manufacturing"},{"issue":"4","key":"1359_CR11","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1016\/j.compind.2012.02.007","volume":"63","author":"M Garetti","year":"2012","unstructured":"Garetti, M., Rosa, P., & Terzi, S. (2012). Life cycle simulation for the design of product-service systems. Computers in Industry, 63(4), 361\u2013369.","journal-title":"Computers in Industry"},{"key":"1359_CR12","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/S0165-0114(98)00093-1","volume":"114","author":"F Herrera","year":"2000","unstructured":"Herrera, F., Herrera-Viedma, E., & Mart\u00ednez, L. (2000). A fusion approach for managing multi-granularity linguistic term sets in decision-making. Fuzzy Sets and Systems, 114, 43\u201358.","journal-title":"Fuzzy Sets and Systems"},{"issue":"5","key":"1359_CR13","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1080\/0951192X.2010.511657","volume":"24","author":"SX Huang","year":"2011","unstructured":"Huang, S. X., Zeang, S., Fan, Y. S., et al. (2011). Optimal service selection and composition for service-oriented manufacturing network. International Journal of Computer Integrated Manufacturing, 24(5), 416\u2013430.","journal-title":"International Journal of Computer Integrated Manufacturing"},{"key":"1359_CR14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-1771-3","volume-title":"Advanced fuzzy systems design and applications","author":"YC Jin","year":"2003","unstructured":"Jin, Y. C. (2003). Advanced fuzzy systems design and applications. London: Springer."},{"key":"1359_CR15","volume-title":"Introduction to product\/service-system design","author":"H Komoto","year":"2009","unstructured":"Komoto, H., & Tomiyama, T. (2009). Systematic generation of PSS concepts using a service CAD tool. In T. Sakao & M. Lindahl (Eds.), Introduction to product\/service-system design. London: Springer."},{"issue":"1","key":"1359_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1287\/mnsc.47.1.1.10668","volume":"47","author":"K Krishnan","year":"2001","unstructured":"Krishnan, K., & Ulrich, K. T. (2001). Product development decisions: A review of the literature. Management Science, 47(1), 1\u201321.","journal-title":"Management Science"},{"key":"1359_CR17","doi-asserted-by":"publisher","first-page":"324","DOI":"10.1016\/j.mcm.2006.05.006","volume":"45","author":"MS Kuo","year":"2007","unstructured":"Kuo, M. S., Tzeng, G. H., & Huang, W. C. (2007). Group decision-making based on concepts of ideal and anti-ideal points in a fuzzy environment. Mathematical and Computer Modelling, 45, 324\u2013339.","journal-title":"Mathematical and Computer Modelling"},{"issue":"23","key":"1359_CR18","doi-asserted-by":"publisher","first-page":"6691","DOI":"10.1080\/00207543.2011.616916","volume":"50","author":"TC Kuo","year":"2012","unstructured":"Kuo, T. C., & Wang, M. L. (2012). The optimization of maintenance service levels to support the product service system. International Journal of Production Research, 50(23), 6691\u20136708.","journal-title":"International Journal of Production Research"},{"issue":"4","key":"1359_CR19","doi-asserted-by":"publisher","first-page":"298","DOI":"10.1016\/j.compind.2012.02.015","volume":"63","author":"H Li","year":"2012","unstructured":"Li, H., Ji, Y. J., Gu, X. J., Qi, G. N., et al. (2012). Module partition process model and method of integrated service product. Computers in Industry, 63(4), 298\u2013308.","journal-title":"Computers in Industry"},{"key":"1359_CR20","unstructured":"Lindahl, M., Sundin, E., & Shimomura, Y., et al. (2006). An interactive design model for service engineering of functional sales offers. In Proceedings of the international design conference, Dubrovnik, Croatia."},{"issue":"18","key":"1359_CR21","doi-asserted-by":"publisher","first-page":"5450","DOI":"10.1080\/00207543.2013.778432","volume":"51","author":"HJ Long","year":"2013","unstructured":"Long, H. J., Wang, L. Y., Shen, J., et al. (2013). Product service system configuration based on support vector machine considering customer perception. International Journal of Production Research, 51(18), 5450\u20135468.","journal-title":"International Journal of Production Research"},{"key":"1359_CR22","doi-asserted-by":"crossref","unstructured":"Mannweiler, C., & Aurich J. C., (2011). Customer oriented configuration of product-service systems. Function thinking for value creation. In Proceedings of the 3rd CIRP international conference on industrial product service systems, May 5\u20136 (pp. 81\u201386). Braunschweig, Germany","DOI":"10.1007\/978-3-642-19689-8_16"},{"issue":"2","key":"1359_CR23","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1016\/j.cirp.2010.05.004","volume":"59","author":"H Meier","year":"2010","unstructured":"Meier, H., Roy, R., & Seliger, G. (2010). Industrial product-service systems-IPS2. CIRP Annals: Manufacturing Technology, 59(2), 607\u2013627.","journal-title":"CIRP Annals: Manufacturing Technology"},{"issue":"3","key":"1359_CR24","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/S0959-6526(01)00039-7","volume":"10","author":"O Mont","year":"2002","unstructured":"Mont, O. (2002). Clarifying the concept of product-service system. Journal of Cleaner Production, 10(3), 237\u2013245.","journal-title":"Journal of Cleaner Production"},{"key":"1359_CR25","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-3581-4","volume-title":"Engineering design: A systematic approach","author":"ML Pahl","year":"1996","unstructured":"Pahl, M. L., & Beitz, W. (1996). Engineering design: A systematic approach. London: Springer."},{"issue":"5","key":"1359_CR26","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak, Z. (1982). Rough sets. International Journal of Computer Information Science, 11(5), 341\u2013356.","journal-title":"International Journal of Computer Information Science"},{"issue":"6","key":"1359_CR27","doi-asserted-by":"publisher","first-page":"590","DOI":"10.1016\/j.jclepro.2006.05.015","volume":"15","author":"T Sakao","year":"2007","unstructured":"Sakao, T., & Shimomura, Y. (2007). Service engineering: A novel engineering discipline for producers to increase value combining service and product. Journal of Cleaner Production, 15(6), 590\u2013604.","journal-title":"Journal of Cleaner Production"},{"issue":"3","key":"1359_CR28","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1016\/j.cad.2008.06.006","volume":"41","author":"T Sakao","year":"2009","unstructured":"Sakao, T., Shimomura, Y., Sundin, E., & Comstock, M. (2009). Modeling design objects in CAD system for Service\/Product Engineering. Computer-Aided Design, 41(3), 197\u2013213.","journal-title":"Computer-Aided Design"},{"issue":"22","key":"1359_CR29","doi-asserted-by":"publisher","first-page":"6681","DOI":"10.1080\/00207543.2013.832435","volume":"51","author":"WY Song","year":"2013","unstructured":"Song, W. Y., Ming, X. G., Han, Y., et al. (2013). A rough set approach for evaluating vague customer requirement of industrial product-service system. International Journal of Production Research, 51(22), 6681\u20136701.","journal-title":"International Journal of Production Research"},{"issue":"5","key":"1359_CR30","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1080\/0951192X.2011.627946","volume":"20","author":"HB Sun","year":"2012","unstructured":"Sun, H. B., Wang, Z., Zhang, Y. F., et al. (2012). Evaluation method of product-service performance. International Journal of Computer Integrated Manufacturing, 20(5), 150\u2013157.","journal-title":"International Journal of Computer Integrated Manufacturing"},{"key":"1359_CR31","unstructured":"Sundin, E., Lindahl, M., & Comstock, M., et\u00a0al. (2007). Integrated product and service engineering enabling mass customization. In Proceedings of 19th international conference on production research, Santiago."},{"issue":"1","key":"1359_CR32","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1177\/1063293X11403508","volume":"19","author":"PP Wang","year":"2011","unstructured":"Wang, P. P., Ming, X. G., et al. (2011). Modular development of product service systems. Concurrent Engineering: Research and Applications, 19(1), 85\u201396.","journal-title":"Concurrent Engineering: Research and Applications"},{"key":"1359_CR33","doi-asserted-by":"publisher","first-page":"3055","DOI":"10.1016\/j.fss.2006.08.010","volume":"157","author":"YM Wang","year":"2006","unstructured":"Wang, Y. M., Elhag, T. M. S., & Hua, Z. S. (2006). A modified fuzzy logarithmic least squares method for fuzzy analytic hierarchy process. Fuzzy Sets and Systems, 157, 3055\u20133071.","journal-title":"Fuzzy Sets and Systems"},{"issue":"1","key":"1359_CR34","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1109\/21.87068","volume":"18","author":"RR Yager","year":"1988","unstructured":"Yager, R. R. (1988). On ordered weighted averaging aggregation operators in multicriteria decision-making. IEEE Transaction on Systems, Man and Cybemetics, 18(1), 183\u2013190.","journal-title":"IEEE Transaction on Systems, Man and Cybemetics"},{"issue":"3","key":"1359_CR35","doi-asserted-by":"publisher","first-page":"3100","DOI":"10.1016\/j.eswa.2011.08.173","volume":"39","author":"B Yoon","year":"2012","unstructured":"Yoon, B., Kim, S., & Rhee, J. (2012). An evaluation method for designing a new product-service system. Expert Systems with Applications, 39(3), 3100\u20133108.","journal-title":"Expert Systems with Applications"},{"issue":"2","key":"1359_CR36","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1016\/j.aei.2008.10.010","volume":"23","author":"LY Zhai","year":"2009","unstructured":"Zhai, L. Y., Khoo, L. P., & Zhong, Z. W. (2009). A rough set based QFD approach to the management of imprecise design information in product development. Advanced Engineering Informatics, 23(2), 222\u2013228.","journal-title":"Advanced Engineering Informatics"},{"issue":"4","key":"1359_CR37","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1016\/j.compind.2012.02.008","volume":"63","author":"DM Zhang","year":"2012","unstructured":"Zhang, D. M., Hu, D. C., Xu, Y. C., et al. (2012). A framework for design knowledge management and reuse for product-service systems in construction machinery industry. Computers in Industry, 63(4), 328\u2013337.","journal-title":"Computers in Industry"},{"issue":"7","key":"1359_CR38","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1080\/09511921003736766","volume":"23","author":"ZF Zhang","year":"2010","unstructured":"Zhang, Z. F., & Chu, X. N. (2010). A new approach for conceptual design of product & maintenance. International Journal of Computer Integrated Manufacturing, 23(7), 603\u2013618.","journal-title":"International Journal of Computer Integrated Manufacturing"}],"container-title":["Journal of Intelligent Manufacturing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-017-1359-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10845-017-1359-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10845-017-1359-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,29]],"date-time":"2019-04-29T14:56:42Z","timestamp":1556549802000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10845-017-1359-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9,8]]},"references-count":38,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2019,4]]}},"alternative-id":["1359"],"URL":"https:\/\/doi.org\/10.1007\/s10845-017-1359-6","relation":{},"ISSN":["0956-5515","1572-8145"],"issn-type":[{"value":"0956-5515","type":"print"},{"value":"1572-8145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,9,8]]},"assertion":[{"value":"3 March 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 August 2017","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 September 2017","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}