{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T06:02:42Z","timestamp":1771480962612,"version":"3.50.1"},"publisher-location":"Singapore","reference-count":35,"publisher":"Springer Singapore","isbn-type":[{"value":"9789811627644","type":"print"},{"value":"9789811627651","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-981-16-2765-1_27","type":"book-chapter","created":{"date-parts":[[2021,7,7]],"date-time":"2021-07-07T19:09:34Z","timestamp":1625684974000},"page":"321-329","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Toward Reliability in the MCDA Rankings: Comparison of Distance-Based Methods"],"prefix":"10.1007","author":[{"given":"Andrii","family":"Shekhovtsov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jakub","family":"Wi\u0119ckowski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jaros\u0142aw","family":"W\u0105tr\u00f3bski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,7,8]]},"reference":[{"key":"27_CR1","unstructured":"Bazerman, M.H., Moore, D.A.: Judgment in Managerial Decision Making. Wiley & Sons, New York (2012)"},{"issue":"17","key":"27_CR2","doi-asserted-by":"publisher","first-page":"13051","DOI":"10.1016\/j.eswa.2012.05.056","volume":"39","author":"M Behzadian","year":"2012","unstructured":"Behzadian, M., Otaghsara, S.K., Yazdani, M., Ignatius, J.: A state-of the-art survey of TOPSIS applications. Expert Syst. Appl. 39(17), 13051\u201313069 (2012)","journal-title":"Expert Syst. Appl."},{"key":"27_CR3","doi-asserted-by":"crossref","unstructured":"Brasil Filho, A.T., Pinheiro, P.R., Coelho, A.L., Costa, N.C.: Comparison of two MCDA classification methods over the diagnosis of Alzheimer\u2019 disease. In: International Conference on Rough Sets and Knowledge Technology, pp. 334\u2013341. Springer, Berlin, Heidelberg (2009)","DOI":"10.1007\/978-3-642-02962-2_42"},{"issue":"1","key":"27_CR4","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1007\/s10115-012-0497-6","volume":"35","author":"TY Chen","year":"2013","unstructured":"Chen, T.Y.: A signed-distance-based approach to importance assessment and multi-criteria group decision analysis based on interval type-2 fuzzy set. Knowl. Inf. Syst. 35(1), 193\u2013231 (2013)","journal-title":"Knowl. Inf. Syst."},{"issue":"19","key":"27_CR5","doi-asserted-by":"publisher","first-page":"6717","DOI":"10.1016\/j.eswa.2015.04.059","volume":"42","author":"B Dehe","year":"2015","unstructured":"Dehe, B., Bamford, D.: Development, test and comparison of two Multiple Criteria Decision Analysis (MCDA) models: A case of healthcare infrastructure location. Expert Syst. Appl. 42(19), 6717\u20136727 (2015)","journal-title":"Expert Syst. Appl."},{"key":"27_CR6","first-page":"99","volume":"4","author":"A De Montis","year":"2004","unstructured":"De Montis, A., De Toro, P., Droste-Franke, B., Omann, I., Stagl, S.: Assessing the quality of different MCDA methods. Altern. Environ. Valuation 4, 99\u2013133 (2004)","journal-title":"Altern. Environ. Valuation"},{"key":"27_CR7","doi-asserted-by":"crossref","unstructured":"Dezert, J., Tchamova, A., Han, D., Tacnet, J.M.: The SPOTIS rank reversal free method for multi-criteria decision-making support. In: 2020 IEEE 23rd International Conference on Information Fusion (FUSION), pp. 1\u20138. IEEE (2020)","DOI":"10.23919\/FUSION45008.2020.9190347"},{"issue":"4","key":"27_CR8","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1016\/S1478-4092(03)00032-3","volume":"9","author":"R Dulmin","year":"2003","unstructured":"Dulmin, R., Mininno, V.: Supplier selection using a multi-criteria decision aid method. J. Purch. Supply Manag. 9(4), 177\u2013187 (2003)","journal-title":"J. Purch. Supply Manag."},{"key":"27_CR9","doi-asserted-by":"crossref","unstructured":"Giove, S., Brancia, A., Satterstrom, F.K., Linkov, I.: Decision support systems and environment: role of MCDA. In: Decision Support Systems for Risk-Based Management of Contaminated Sites, pp. 1\u201321. Springer, Boston (2009)","DOI":"10.1007\/978-0-387-09722-0_3"},{"issue":"4","key":"27_CR10","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1016\/j.jenvman.2005.06.011","volume":"77","author":"KM Hyde","year":"2005","unstructured":"Hyde, K.M., Maier, H.R., Colby, C.B.: A distance-based uncertainty analysis approach to multi-criteria decision analysis for water resource decision making. J. Environ. Manage. 77(4), 278\u2013290 (2005)","journal-title":"J. Environ. Manage."},{"issue":"12","key":"27_CR11","doi-asserted-by":"publisher","first-page":"1695","DOI":"10.1016\/j.envsoft.2005.08.004","volume":"21","author":"KM Hyde","year":"2006","unstructured":"Hyde, K.M., Maier, H.R.: Distance-based and stochastic uncertainty analysis for multi-criteria decision analysis in excel using visual basic for applications. Environ. Modell. Softw. 21(12), 1695\u20131710 (2006)","journal-title":"Environ. Modell. Softw."},{"key":"27_CR12","doi-asserted-by":"crossref","unstructured":"Karczmarczyk, A., W\u0105tr\u00f3bski, J., Ladorucki, G., Jankowski, J.: MCDA-based approach to sustainable supplier selection. In: 2018 Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 769\u2013778. IEEE. (2018)","DOI":"10.15439\/2018F336"},{"issue":"9","key":"27_CR13","doi-asserted-by":"publisher","first-page":"1551","DOI":"10.3390\/sym12091551","volume":"12","author":"B Kizielewicz","year":"2020","unstructured":"Kizielewicz, B., Sa\u0142abun, W.: A new approach to identifying a multi-criteria decision model based on stochastic optimization techniques. Symmetry 12(9), 1551 (2020)","journal-title":"Symmetry"},{"key":"27_CR14","doi-asserted-by":"publisher","first-page":"3581","DOI":"10.1016\/j.procs.2020.09.028","volume":"176","author":"B Kizielewicz","year":"2020","unstructured":"Kizielewicz, B., Ko\u0142odziejczyk, J.: Effects of the selection of characteristic values on the accuracy of results in the COMET method. Procedia Comput. Sci. 176, 3581\u20133590 (2020)","journal-title":"Procedia Comput. Sci."},{"issue":"24","key":"27_CR15","doi-asserted-by":"publisher","first-page":"6548","DOI":"10.3390\/en13246548","volume":"13","author":"B Kizielewicz","year":"2020","unstructured":"Kizielewicz, B., W\u0105tr\u00f3bski, J., Sa\u0142abun, W.: Identification of relevant criteria set in the MCDA process-wind farm location case study. Energies 13(24), 6548 (2020)","journal-title":"Energies"},{"issue":"3","key":"27_CR16","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1518\/001872008X288385","volume":"50","author":"G Klein","year":"2008","unstructured":"Klein, G.: Naturalistic decision making. Hum. Factors 50(3), 456\u2013460 (2008)","journal-title":"Hum. Factors"},{"key":"27_CR17","doi-asserted-by":"crossref","unstructured":"Mairiza, D., Zowghi, D., Gervasi, V.: Utilizing TOPSIS: a multi criteria decision analysis technique for non-functional requirements conflicts. In: Requirements Engineering, pp. 31\u201344. Springer, Berlin, Heidelberg (2014)","DOI":"10.1007\/978-3-662-43610-3_3"},{"issue":"2","key":"27_CR18","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1016\/S0377-2217(03)00020-1","volume":"156","author":"S Opricovic","year":"2004","unstructured":"Opricovic, S., Tzeng, G.H.: Compromise solution by MCDM methods: a comparative analysis of VIKOR and TOPSIS. Eur. J. Oper. Res. 156(2), 445\u2013455 (2004)","journal-title":"Eur. J. Oper. Res."},{"issue":"1","key":"27_CR19","first-page":"83","volume":"1","author":"TL Saaty","year":"2008","unstructured":"Saaty, T.L.: Decision making with the analytic hierarchy process. Int. J. Serv. Sci. 1(1), 83\u201398 (2008)","journal-title":"Int. J. Serv. Sci."},{"key":"27_CR20","doi-asserted-by":"publisher","first-page":"2222","DOI":"10.1016\/j.procs.2020.09.259","volume":"176","author":"W Sa\u0142abun","year":"2020","unstructured":"Sa\u0142abun, W.: How the normalization of the decision matrix influences the results in the VIKOR method? Procedia Comput. Sci. 176, 2222\u20132231 (2020)","journal-title":"Procedia Comput. Sci."},{"issue":"1\u20132","key":"27_CR21","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1002\/mcda.1525","volume":"22","author":"W Sa\u0142abun","year":"2015","unstructured":"Sa\u0142abun, W.: The characteristic objects method: a new distance-based approach to multicriteria decision-making problems. J. Multi-Criteria Decis. Anal. 22(1\u20132), 37\u201350 (2015)","journal-title":"J. Multi-Criteria Decis. Anal."},{"issue":"12","key":"27_CR22","doi-asserted-by":"publisher","first-page":"3314","DOI":"10.3390\/su11123314","volume":"11","author":"W Sa\u0142abun","year":"2019","unstructured":"Sa\u0142abun, W., Palczewski, K., W\u0105tr\u00f3bski, J.: Multicriteria approach to sustainable transport evaluation under incomplete knowledge: electric bikes case study. Sustainability 11(12), 3314 (2019)","journal-title":"Sustainability"},{"issue":"4","key":"27_CR23","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1007\/s10462-016-9511-9","volume":"48","author":"W Sa\u0142abun","year":"2017","unstructured":"Sa\u0142abun, W., Piegat, A.: Comparative analysis of MCDM methods for the assessment of mortality in patients with acute coronary syndrome. Artif. Intell. Rev. 48(4), 557\u2013571 (2017)","journal-title":"Artif. Intell. Rev."},{"key":"27_CR24","doi-asserted-by":"crossref","unstructured":"Sa\u0142abun, W., Ziemba, P., W\u0105tr\u00f3bski, J.: The rank reversals paradox in management decisions: The comparison of the ahp and comet methods. In: International Conference on Intelligent Decision Technologies, pp. 181\u2013191. Springer, Cham (2016)","DOI":"10.1007\/978-3-319-39630-9_15"},{"issue":"9","key":"27_CR25","doi-asserted-by":"publisher","first-page":"1549","DOI":"10.3390\/sym12091549","volume":"12","author":"W Sa\u0142abun","year":"2020","unstructured":"Sa\u0142abun, W., W\u0105tr\u00f3bski, J., Shekhovtsov, A.: Are MCDA methods benchmarkable? A comparative study of TOPSIS, VIKOR, COPRAS, and PROMETHEE II methods. Symmetry 12(9), 1549 (2020)","journal-title":"Symmetry"},{"key":"27_CR26","doi-asserted-by":"publisher","first-page":"3730","DOI":"10.1016\/j.procs.2020.09.014","volume":"176","author":"A Shekhovtsov","year":"2020","unstructured":"Shekhovtsov, A., Sa\u0142abun, W.: A comparative case study of the VIKOR and TOPSIS rankings similarity. Procedia Comput. Sci. 176, 3730\u20133740 (2020)","journal-title":"Procedia Comput. Sci."},{"issue":"19","key":"27_CR27","doi-asserted-by":"publisher","first-page":"7915","DOI":"10.3390\/su12197915","volume":"12","author":"A Shekhovtsov","year":"2020","unstructured":"Shekhovtsov, A., Kozlov, V., Nosov, V., Sa\u0142abun, W.: Efficiency of methods for determining the relevance of criteria in sustainable transport problems: a comparative case study. Sustainability 12(19), 7915 (2020)","journal-title":"Sustainability"},{"key":"27_CR28","doi-asserted-by":"crossref","unstructured":"Stewart, T.J.: Dealing with uncertainties in MCDA. In: Multiple Criteria Decision Analysis: State of the Art Surveys, pp. 445\u2013466. Springer, New York (2005)","DOI":"10.1007\/0-387-23081-5_11"},{"key":"27_CR29","doi-asserted-by":"crossref","unstructured":"W\u0105tr\u00f3bski, J., Sa\u0142abun, W., Ladorucki, G.: The temporal supplier evaluation model based on multicriteria decision analysis methods. In: Asian Conference on Intelligent Information and Database Systems, pp. 432\u2013442. Springer, Cham (2017)","DOI":"10.1007\/978-3-319-54472-4_41"},{"key":"27_CR30","doi-asserted-by":"crossref","unstructured":"W\u0105tr\u00f3bski, J., Jankowski, J.: Knowledge management in MCDA domain. In: 2015 Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 1445\u20131450. IEEE (2015)","DOI":"10.15439\/2015F295"},{"issue":"2","key":"27_CR31","doi-asserted-by":"publisher","first-page":"101","DOI":"10.14254\/2071-789X.2016\/9-2\/7","volume":"9","author":"J W\u0105tr\u00f3bski","year":"2016","unstructured":"W\u0105tr\u00f3bski, J., Jankowski, J., Ziemba, P.: Multistage performance modelling in digital marketing management. Econ. Sociol. 9(2), 101 (2016)","journal-title":"Econ. Sociol."},{"key":"27_CR32","doi-asserted-by":"crossref","unstructured":"W\u0105tr\u00f3bski, J., Sa\u0142abun, W.: Green supplier selection framework based on multi-criteria decision-analysis approach. In: International Conference on Sustainable Design and Manufacturing, pp. 361\u2013371. Springer, Cham (2016)","DOI":"10.1007\/978-3-319-32098-4_31"},{"key":"27_CR33","doi-asserted-by":"crossref","unstructured":"W\u0105tr\u00f3bski, J., Jankowski, J.: Guideline for MCDA method selection in production management area. In: New Frontiers in Information and Production Systems Modelling and Analysis, pp. 119\u2013138. Springer, Cham (2016)","DOI":"10.1007\/978-3-319-23338-3_6"},{"key":"27_CR34","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/j.omega.2018.07.004","volume":"86","author":"J W\u0105tr\u00f3bski","year":"2019","unstructured":"W\u0105tr\u00f3bski, J., Jankowski, J., Ziemba, P., Karczmarczyk, A., Zio\u0142o, M.: Generalised framework for multi-criteria method selection. Omega 86, 107\u2013124 (2019)","journal-title":"Omega"},{"key":"27_CR35","doi-asserted-by":"publisher","first-page":"3514","DOI":"10.1016\/j.procs.2020.09.035","volume":"176","author":"J Wi\u0119ckowski","year":"2020","unstructured":"Wi\u0119ckowski, J., Ko\u0142odziejczyk, J.: Swimming progression evaluation by assessment model based on the COMET method. Procedia Comput. Sci. 176, 3514\u20133523 (2020)","journal-title":"Procedia Comput. Sci."}],"container-title":["Smart Innovation, Systems and Technologies","Intelligent Decision Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-16-2765-1_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,7,7]],"date-time":"2021-07-07T19:25:53Z","timestamp":1625685953000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-16-2765-1_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9789811627644","9789811627651"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-981-16-2765-1_27","relation":{},"ISSN":["2190-3018","2190-3026"],"issn-type":[{"value":"2190-3018","type":"print"},{"value":"2190-3026","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"8 July 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}