{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T18:44:56Z","timestamp":1773168296199,"version":"3.50.1"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031295690","type":"print"},{"value":"9783031295706","type":"electronic"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-29570-6_10","type":"book-chapter","created":{"date-parts":[[2023,3,27]],"date-time":"2023-03-27T18:02:52Z","timestamp":1679940172000},"page":"192-211","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Sustainable Approach for\u00a0Determining Compromise Ranking Based on\u00a0Intuitonistic Fuzzy Score Functions"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9434-8109","authenticated-orcid":false,"given":"Bartosz","family":"Paradowski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5736-4014","authenticated-orcid":false,"given":"Bart\u0142omiej","family":"Kizielewicz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9324-3241","authenticated-orcid":false,"given":"Jakub","family":"Wi\u0119ckowski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7076-2519","authenticated-orcid":false,"given":"Wojciech","family":"Sa\u0142abun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,3,28]]},"reference":[{"issue":"5","key":"10_CR1","doi-asserted-by":"publisher","first-page":"609","DOI":"10.1109\/TKDE.2008.190","volume":"21","author":"CC Aggarwal","year":"2008","unstructured":"Aggarwal, C.C., Philip, S.Y.: A survey of uncertain data algorithms and applications. IEEE Trans. Knowl. Data Eng. 21(5), 609\u2013623 (2008). https:\/\/doi.org\/10.1109\/TKDE.2008.190","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"10_CR2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2022.3168050","author":"S Al-Humairi","year":"2022","unstructured":"Al-Humairi, S., et al.: Towards sustainable transportation: a pavement strategy selection based on the extension of dual-hesitant fuzzy multi-criteria decision-making methods. IEEE Trans. Fuzzy Syst. (2022). https:\/\/doi.org\/10.1109\/TFUZZ.2022.3168050","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"10","key":"10_CR3","doi-asserted-by":"publisher","first-page":"2692","DOI":"10.1002\/int.22174","volume":"34","author":"MI Ali","year":"2019","unstructured":"Ali, M.I., Feng, F., Mahmood, T., Mahmood, I., Faizan, H.: A graphical method for ranking atanassov\u2019s intuitionistic fuzzy values using the uncertainty index and entropy. Int. J. Intell. Syst. 34(10), 2692\u20132712 (2019). https:\/\/doi.org\/10.1002\/int.22174","journal-title":"Int. J. Intell. Syst."},{"key":"10_CR4","doi-asserted-by":"publisher","first-page":"1222","DOI":"10.1016\/j.asoc.2016.08.051","volume":"52","author":"G B\u00fcy\u00fck\u00f6zkan","year":"2017","unstructured":"B\u00fcy\u00fck\u00f6zkan, G., G\u00f6\u00e7er, F.: Application of a new combined intuitionistic fuzzy mcdm approach based on axiomatic design methodology for the supplier selection problem. Appl. Soft Comput. 52, 1222\u20131238 (2017). https:\/\/doi.org\/10.1016\/j.asoc.2016.08.051","journal-title":"Appl. Soft Comput."},{"key":"10_CR5","doi-asserted-by":"publisher","first-page":"1348","DOI":"10.1016\/j.ins.2022.06.004","volume":"607","author":"SM Chen","year":"2022","unstructured":"Chen, S.M., Deng, H.L.: Multiattribute decision making based on nonlinear programming methodology and novel score function of interval-valued intuitionistic fuzzy values. Inf. Sci. 607, 1348\u20131371 (2022). https:\/\/doi.org\/10.1016\/j.ins.2022.06.004","journal-title":"Inf. Sci."},{"issue":"2","key":"10_CR6","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/0165-0114(94)90084-1","volume":"67","author":"SM Chen","year":"1994","unstructured":"Chen, S.M., Tan, J.M.: Handling multicriteria fuzzy decision-making problems based on vague set theory. Fuzzy Sets Syst. 67(2), 163\u2013172 (1994). https:\/\/doi.org\/10.1016\/0165-0114(94)90084-1","journal-title":"Fuzzy Sets Syst."},{"issue":"17","key":"10_CR7","doi-asserted-by":"publisher","first-page":"3652","DOI":"10.1016\/j.ins.2011.04.030","volume":"181","author":"TY Chen","year":"2011","unstructured":"Chen, T.Y.: A comparative analysis of score functions for multiple criteria decision making in intuitionistic fuzzy settings. Inf. Sci. 181(17), 3652\u20133676 (2011). https:\/\/doi.org\/10.1016\/j.ins.2011.04.030","journal-title":"Inf. Sci."},{"key":"10_CR8","unstructured":"Chen, Y.: An approach to evaluating the quality of public physical education class in universal institutions of higher learning with intuitionistic fuzzy information. International Information Institute (Tokyo). Information 15(10), 3917 (2012)"},{"issue":"2","key":"10_CR9","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1016\/S0165-0114(98)00235-8","volume":"117","author":"SK De","year":"2001","unstructured":"De, S.K., Biswas, R., Roy, A.R.: An application of intuitionistic fuzzy sets in medical diagnosis. Fuzzy Sets Syst. 117(2), 209\u2013213 (2001). https:\/\/doi.org\/10.1016\/S0165-0114(98)00235-8","journal-title":"Fuzzy Sets Syst."},{"key":"10_CR10","series-title":"Studies in Fuzziness and Soft Computing","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1007\/978-3-030-54341-9_2","volume-title":"Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications","author":"D Dubois","year":"2021","unstructured":"Dubois, D., Prade, H.: Membership functions. In: Lesot, M.-J., Marsala, C. (eds.) Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications. SFSC, vol. 394, pp. 5\u201320. Springer, Cham (2021). https:\/\/doi.org\/10.1007\/978-3-030-54341-9_2"},{"issue":"3","key":"10_CR11","first-page":"142","volume":"3","author":"P Ejegwa","year":"2014","unstructured":"Ejegwa, P., Akowe, S., Otene, P., Ikyule, J.: An overview on intuitionistic fuzzy sets. Int. J. Sci. Technol. Res. 3(3), 142\u2013145 (2014)","journal-title":"Int. J. Sci. Technol. Res."},{"issue":"3","key":"10_CR12","doi-asserted-by":"publisher","first-page":"474","DOI":"10.1109\/TFUZZ.2018.2860967","volume":"27","author":"F Feng","year":"2018","unstructured":"Feng, F., Fujita, H., Ali, M.I., Yager, R.R., Liu, X.: Another view on generalized intuitionistic fuzzy soft sets and related multiattribute decision making methods. IEEE Trans. Fuzzy Syst. 27(3), 474\u2013488 (2018)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"10_CR13","doi-asserted-by":"publisher","first-page":"988","DOI":"10.1016\/j.asoc.2015.10.040","volume":"38","author":"H Garg","year":"2016","unstructured":"Garg, H.: A new generalized improved score function of interval-valued intuitionistic fuzzy sets and applications in expert systems. Appl. Soft Comput. 38, 988\u2013999 (2016). https:\/\/doi.org\/10.1016\/j.asoc.2015.10.040","journal-title":"Appl. Soft Comput."},{"issue":"9","key":"10_CR14","doi-asserted-by":"publisher","first-page":"886","DOI":"10.1002\/int.21809","volume":"31","author":"H Garg","year":"2016","unstructured":"Garg, H.: A new generalized pythagorean fuzzy information aggregation using einstein operations and its application to decision making. Int. J. Intell. Syst. 31(9), 886\u2013920 (2016). https:\/\/doi.org\/10.1002\/int.21809","journal-title":"Int. J. Intell. Syst."},{"issue":"1","key":"10_CR15","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.homp.2008.10.003","volume":"98","author":"A Kharal","year":"2009","unstructured":"Kharal, A.: Homeopathic drug selection using intuitionistic fuzzy sets. Homeopathy 98(1), 35\u201339 (2009). https:\/\/doi.org\/10.1016\/j.homp.2008.10.003","journal-title":"Homeopathy"},{"issue":"12","key":"10_CR16","doi-asserted-by":"publisher","first-page":"8673","DOI":"10.1016\/j.eswa.2010.06.062","volume":"37","author":"DF Li","year":"2010","unstructured":"Li, D.F.: Multiattribute decision making method based on generalized owa operators with intuitionistic fuzzy sets. Expert Syst. Appl. 37(12), 8673\u20138678 (2010). https:\/\/doi.org\/10.1016\/j.eswa.2010.06.062","journal-title":"Expert Syst. Appl."},{"key":"10_CR17","doi-asserted-by":"publisher","unstructured":"Lin, J., Meng, F., Chen, R., Zhang, Q.: Preference attitude-based method for ranking intuitionistic fuzzy numbers and its application in renewable energy selection. Complexity 2018 (2018). https:\/\/doi.org\/10.1155\/2018\/6251384","DOI":"10.1155\/2018\/6251384"},{"key":"10_CR18","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.jmsy.2018.11.002","volume":"50","author":"A Memari","year":"2019","unstructured":"Memari, A., Dargi, A., Jokar, M.R.A., Ahmad, R., Rahim, A.R.A.: Sustainable supplier selection: a multi-criteria intuitionistic fuzzy topsis method. J. Manuf. Syst. 50, 9\u201324 (2019). https:\/\/doi.org\/10.1016\/j.jmsy.2018.11.002","journal-title":"J. Manuf. Syst."},{"issue":"3","key":"10_CR19","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1109\/TFUZZ.2018.2860967","volume":"28","author":"H Nguyen","year":"2019","unstructured":"Nguyen, H.: A generalized p-norm knowledge-based score function for an interval-valued intuitionistic fuzzy set in decision making. IEEE Trans. Fuzzy Syst. 28(3), 409\u2013423 (2019). https:\/\/doi.org\/10.1109\/TFUZZ.2018.2860967","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"4","key":"10_CR20","doi-asserted-by":"publisher","first-page":"731","DOI":"10.1016\/j.camwa.2012.12.008","volume":"65","author":"JH Park","year":"2013","unstructured":"Park, J.H., Cho, H.J., Kwun, Y.C.: Extension of the vikor method to dynamic intuitionistic fuzzy multiple attribute decision making. Comput. Math. Appl. 65(4), 731\u2013744 (2013). https:\/\/doi.org\/10.1016\/j.camwa.2012.12.008","journal-title":"Comput. Math. Appl."},{"issue":"5","key":"10_CR21","doi-asserted-by":"publisher","first-page":"2544","DOI":"10.1016\/j.apm.2010.11.025","volume":"35","author":"JH Park","year":"2011","unstructured":"Park, J.H., Park, I.Y., Kwun, Y.C., Tan, X.: Extension of the topsis method for decision making problems under interval-valued intuitionistic fuzzy environment. Appl. Math. Model. 35(5), 2544\u20132556 (2011). https:\/\/doi.org\/10.1016\/j.apm.2010.11.025","journal-title":"Appl. Math. Model."},{"issue":"2","key":"10_CR22","doi-asserted-by":"publisher","first-page":"663","DOI":"10.1007\/s12652-019-01377-0","volume":"11","author":"T Senapati","year":"2019","unstructured":"Senapati, T., Yager, R.R.: Fermatean fuzzy sets. J. Ambient. Intell. Humaniz. Comput. 11(2), 663\u2013674 (2019). https:\/\/doi.org\/10.1007\/s12652-019-01377-0","journal-title":"J. Ambient. Intell. Humaniz. Comput."},{"key":"10_CR23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.106231","volume":"140","author":"\u017d Stevi\u0107","year":"2020","unstructured":"Stevi\u0107, \u017d, Pamu\u010dar, D., Pu\u0161ka, A., Chatterjee, P.: Sustainable supplier selection in healthcare industries using a new mcdm method: Measurement of alternatives and ranking according to compromise solution (marcos). Comput. Ind. Eng. 140, 106231 (2020). https:\/\/doi.org\/10.1016\/j.cie.2019.106231","journal-title":"Comput. Ind. Eng."},{"issue":"6","key":"10_CR24","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1002\/int.20418","volume":"25","author":"V Torra","year":"2010","unstructured":"Torra, V.: Hesitant fuzzy sets. Int. J. Intell. Syst. 25(6), 529\u2013539 (2010). https:\/\/doi.org\/10.1002\/int.20418","journal-title":"Int. J. Intell. Syst."},{"key":"10_CR25","doi-asserted-by":"publisher","unstructured":"Tripathi, D.K., Nigam, S.K., Rani, P., Shah, A.R.: New intuitionistic fuzzy parametric divergence measures and score function-based cocoso method for decision-making problems. Decision Making: Applications in Management and Engineering (2022). https:\/\/doi.org\/10.31181\/dmame0318102022t","DOI":"10.31181\/dmame0318102022t"},{"key":"10_CR26","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1016\/j.asoc.2014.05.005","volume":"22","author":"J Wu","year":"2014","unstructured":"Wu, J., Chiclana, F.: A risk attitudinal ranking method for interval-valued intuitionistic fuzzy numbers based on novel attitudinal expected score and accuracy functions. Appl. Soft Comput. 22, 272\u2013286 (2014)","journal-title":"Appl. Soft Comput."},{"issue":"2","key":"10_CR27","doi-asserted-by":"publisher","first-page":"2001","DOI":"10.1016\/j.asoc.2014.05.005","volume":"37","author":"L Wu","year":"2019","unstructured":"Wu, L., Gao, H., Wei, C.: Vikor method for financing risk assessment of rural tourism projects under interval-valued intuitionistic fuzzy environment. Journal of Intelligent & Fuzzy Systems 37(2), 2001\u20132008 (2019). https:\/\/doi.org\/10.1016\/j.asoc.2014.05.005","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"issue":"6","key":"10_CR28","doi-asserted-by":"publisher","first-page":"1179","DOI":"10.1109\/TFUZZ.2006.890678","volume":"15","author":"Z Xu","year":"2007","unstructured":"Xu, Z.: Intuitionistic fuzzy aggregation operators. IEEE Trans. Fuzzy Syst. 15(6), 1179\u20131187 (2007). https:\/\/doi.org\/10.1109\/TFUZZ.2006.890678","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"1","key":"10_CR29","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1007\/s10726-009-9164-z","volume":"19","author":"Z Xu","year":"2010","unstructured":"Xu, Z.: A deviation-based approach to intuitionistic fuzzy multiple attribute group decision making. Group Decis. Negot. 19(1), 57\u201376 (2010). https:\/\/doi.org\/10.1007\/s10726-009-9164-z","journal-title":"Group Decis. Negot."},{"key":"10_CR30","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1016\/j.ins.2019.03.018","volume":"488","author":"S Zeng","year":"2019","unstructured":"Zeng, S., Chen, S.M., Kuo, L.W.: Multiattribute decision making based on novel score function of intuitionistic fuzzy values and modified vikor method. Inf. Sci. 488, 76\u201392 (2019). https:\/\/doi.org\/10.1016\/j.ins.2019.03.018","journal-title":"Inf. Sci."},{"key":"10_CR31","doi-asserted-by":"publisher","DOI":"10.1108\/K-04-2015-0093","author":"S Zeng","year":"2016","unstructured":"Zeng, S., Xiao, Y.: Topsis method for intuitionistic fuzzy multiple-criteria decision making and its application to investment selection. Kybernetes (2016). https:\/\/doi.org\/10.1108\/K-04-2015-0093","journal-title":"Kybernetes"},{"key":"10_CR32","doi-asserted-by":"publisher","first-page":"410","DOI":"10.1016\/j.asoc.2019.04.008","volume":"79","author":"C Zhang","year":"2019","unstructured":"Zhang, C., Chen, C., Streimikiene, D., Balezentis, T.: Intuitionistic fuzzy multimoora approach for multi-criteria assessment of the energy storage technologies. Appl. Soft Comput. 79, 410\u2013423 (2019). https:\/\/doi.org\/10.1016\/j.asoc.2019.04.008","journal-title":"Appl. Soft Comput."}],"container-title":["Lecture Notes in Business Information Processing","Information Technology for Management: Approaches to Improving Business and Society"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-29570-6_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,3,27]],"date-time":"2023-03-27T18:04:08Z","timestamp":1679940248000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-29570-6_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031295690","9783031295706"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-29570-6_10","relation":{},"ISSN":["1865-1348","1865-1356"],"issn-type":[{"value":"1865-1348","type":"print"},{"value":"1865-1356","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"28 March 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Conference on Information Systems Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sofia","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bulgaria","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 September 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 September 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ism2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/fedcsis.org\/2022\/ism","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"11","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"1","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"18% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2-5","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}