{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T04:30:44Z","timestamp":1777955444710,"version":"3.51.4"},"reference-count":35,"publisher":"SAGE Publications","issue":"6","license":[{"start":{"date-parts":[[2021,12,24]],"date-time":"2021-12-24T00:00:00Z","timestamp":1640304000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems: Applications in Engineering and Technology"],"published-print":{"date-parts":[[2022,4,28]]},"abstract":"<jats:p>An outranking procedure for Multi-Attribute Decision-Making (MADM) problems is introduced in our work that acts as a decision-aid in recommending the products to the buyers. The buyer\u2019s product assessment is taken as Interval-Valued Intuitionistic Fuzzy Sets (IVIFS) in each attribute. The confidence level that is implicit in the buyer\u2019s product rating is explicated in the proposed work using fuzzy entropy. As the confidence level of the buyer on the product assessment is for both satisfaction and reluctance, it is suitably distributed in membership and non-membership parts of IVIFS. Our work generates a dominance matrix that represents partial or full dominance of one product over another after scoring the products that are unified with buyer\u2019s confidence. The proposed work suggests the product ranking after ascertaining the buyer\u2019s flexibility. An algorithm is written in our work to validate the procedure developed. We have compared our work with other similar works to highlight the benefits of the proposed work. A numerical example is illustrated to highlight the procedure developed.<\/jats:p>","DOI":"10.3233\/jifs-212026","type":"journal-article","created":{"date-parts":[[2022,1,4]],"date-time":"2022-01-04T11:27:50Z","timestamp":1641295670000},"page":"5537-5551","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["An algorithmic-based multi-attribute decision making model under intuitionistic fuzzy environment"],"prefix":"10.1177","volume":"42","author":[{"given":"Eshika","family":"Aggarwal","sequence":"first","affiliation":[{"name":"Indian Institute of Management","place":["India"]}]},{"given":"B.K.","family":"Mohanty","sequence":"additional","affiliation":[{"name":"Indian Institute of Management","place":["India"]}]}],"member":"179","published-online":{"date-parts":[[2021,12,24]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"crossref","unstructured":"TsaoC. and ChuC. Personnel selection using an improved fuzzy MCDM algorithm Journal of Information and Optimization Sciences 2001.","DOI":"10.1080\/02522667.2001.10699508"},{"key":"e_1_3_2_3_2","doi-asserted-by":"crossref","unstructured":"GuptaM. and MohantyB. Finding the numerical compensation in multiple criteria decision-making problems under fuzzy environment International Journal of Systems Science pp. 1301\u20131310 2017.","DOI":"10.1080\/00207721.2016.1252990"},{"key":"e_1_3_2_4_2","doi-asserted-by":"crossref","unstructured":"KabakM. BurmaogluS. and KazancogluY. Afuzzy hybrid MCDM approach for professional selection Expert Systems with Applications pp. 3516\u20133525 2012.","DOI":"10.1016\/j.eswa.2011.09.042"},{"key":"e_1_3_2_5_2","doi-asserted-by":"crossref","unstructured":"LiD. Linear programming method for MADM with interval-valued intuitionistic fuzzy sets Expert Systems with Applications p. 5939\u20135945 2010.","DOI":"10.1016\/j.eswa.2010.02.011"},{"key":"e_1_3_2_6_2","doi-asserted-by":"crossref","unstructured":"RaoJ. TiwariR. and MohantyB. A method for finding numerical compensation for fuzzy multicriteria decision problem Fuzzy Sets and Systemss pp. 33\u201341 1988.","DOI":"10.1016\/0165-0114(88)90097-8"},{"key":"e_1_3_2_7_2","doi-asserted-by":"crossref","unstructured":"WangZ. NiuL. WuR. and LanJ. Multi Criteria Decision-making method based on risk attitude under Interval-valued intuitionistic fuzzy environment Fuzzy Information and Engineeringg pp. 489\u2013504 2014.","DOI":"10.1016\/j.fiae.2015.01.006"},{"key":"e_1_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2006.03.006"},{"key":"e_1_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2011.05.003"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(89)90205-4"},{"key":"e_1_3_2_11_2","doi-asserted-by":"crossref","unstructured":"AtanassovK. Intuitionistic fuzzy sets Fuzzy Sets and Systems pp. 87\u201396 1986.","DOI":"10.1016\/S0165-0114(86)80034-3"},{"key":"e_1_3_2_12_2","doi-asserted-by":"crossref","unstructured":"AtanassovK.T. Intuitionistic Fuzzy Sets Physica Heidelberg 1999.","DOI":"10.1007\/978-3-7908-1870-3"},{"key":"e_1_3_2_13_2","doi-asserted-by":"crossref","unstructured":"AtanassovK. Interval-Valued Intuitionistic Fuzzy Sets Springer International Publishing 2020.","DOI":"10.1007\/978-3-030-32090-4_2"},{"key":"e_1_3_2_14_2","doi-asserted-by":"crossref","unstructured":"YeJ. Multiple attribute group decision-making methods with unknown weights in intuitionistic fuzzy setting and interval-valued intuitionistic fuzzy setting International Journal of General Systems 2013.","DOI":"10.1080\/03081079.2013.775127"},{"key":"e_1_3_2_15_2","doi-asserted-by":"crossref","unstructured":"SzmidtE. and KacpryzkJ. Entropy for intuitionistic fuzzy sets Fuzzy Sets and Systemss p. 467\u2013477 2001.","DOI":"10.1016\/S0165-0114(98)00402-3"},{"key":"e_1_3_2_16_2","doi-asserted-by":"crossref","unstructured":"LiangX. WeiC. and XiaM. NewEntropy Similarity Measure of Intuitionistic Fuzzy Sets and their Applications in Group Decision Making International Journal of Computational Intelligence Systems pp. 987\u20131001 2013.","DOI":"10.1080\/18756891.2013.809939"},{"key":"e_1_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2010.11.014"},{"key":"e_1_3_2_18_2","doi-asserted-by":"crossref","unstructured":"YangW. WangJ. and WangX. An outranking method for multi-criteria decision making with duplex linguistic information Fuzzy Sets and Systemss pp. 20\u201333 2012.","DOI":"10.1016\/j.fss.2012.02.013"},{"key":"e_1_3_2_19_2","doi-asserted-by":"crossref","unstructured":"GeldermannJ. SpenglerT. and RentzO. Fuzzy outranking for environmental assessment.Case study: iron and steel making industry Fuzzy Sets and Systems p. 45\u201365 2000.","DOI":"10.1016\/S0165-0114(99)00021-4"},{"key":"e_1_3_2_20_2","doi-asserted-by":"crossref","unstructured":"ZhangH. PengH. WangJ. and WangJ. An extended outranking approach for multi-criteria decision-making problems with linguistic intuitionistic fuzzy numbers Applied Soft Computing p. 462\u2013474 2017.","DOI":"10.1016\/j.asoc.2017.06.013"},{"key":"e_1_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2015.12.003"},{"key":"e_1_3_2_22_2","doi-asserted-by":"crossref","unstructured":"PengJ. WangJ. ZhangH. and ChenX. An outranking approach for multi-criteria decision-making problems with simplified neutrosophic sets Applied Soft Computing pp. 336\u2013346 2014.","DOI":"10.1016\/j.asoc.2014.08.070"},{"key":"e_1_3_2_23_2","doi-asserted-by":"crossref","unstructured":"ZhongL. and YaoL. An ELECTRE I-based multi-criteria group decision making method with interval type-2 fuzzy numbers and its application to supplier selection Applied Soft Counting pp. 556\u2013576 2017.","DOI":"10.1016\/j.asoc.2017.04.001"},{"issue":"6","key":"e_1_3_2_24_2","first-page":"7779","article-title":"A method for interval-valued intuitionistic fuzzy multiple attribute decision making based on fuzzy entropy,&","volume":"38","author":"He Z.","year":"2020","unstructured":"HeZ., GuoZ., LinP. and SongF., A method for interval-valued intuitionistic fuzzy multiple attribute decision making based on fuzzy entropy,&, Fuzzy Systemss 38(6) (2020), 7779\u20137785.","journal-title":"Fuzzy Systemss"},{"issue":"2","key":"e_1_3_2_25_2","first-page":"2001","article-title":"VIKOR method for financing risk assessment of rural tourism projects under interval-valued intuitionistic fuzzy environment,&","volume":"37","author":"Wu L.","year":"2019","unstructured":"WuL., GaoH. and WeiC., VIKOR method for financing risk assessment of rural tourism projects under interval-valued intuitionistic fuzzy environment,&, Fuzzy Systems 37(2) (2019), 2001\u20132008.","journal-title":"Fuzzy Systems"},{"issue":"3","key":"e_1_3_2_26_2","first-page":"5337","article-title":"Application of multi-attribute group decision-making methods in urban road traffic safety evaluation with interval-valued intuitionistic fuzzy information,&","volume":"40","author":"Tian Z.","year":"2021","unstructured":"TianZ. and ZhangS., Application of multi-attribute group decision-making methods in urban road traffic safety evaluation with interval-valued intuitionistic fuzzy information,&, Fuzzy Systemss 40(3) (2021), 5337\u20135346.","journal-title":"Fuzzy Systemss"},{"key":"e_1_3_2_27_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.11.010"},{"key":"e_1_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10700-007-9009-7"},{"key":"e_1_3_2_29_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.02.035"},{"key":"e_1_3_2_30_2","doi-asserted-by":"crossref","unstructured":"DingJ. HanD. DezertJ. and YangY. A new hierarchical ranking aggregation method Information Sciences pp. 168\u2013185 2018.","DOI":"10.1016\/j.ins.2018.04.041"},{"key":"e_1_3_2_31_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.12.031"},{"key":"e_1_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2019.2895564"},{"key":"e_1_3_2_33_2","doi-asserted-by":"crossref","unstructured":"SunQ. WuJ. ChiclanaF. FujitoH. and Herrera-ViedmaE. A dynamic feedback mechanism with attitudinal consensus threshold for minimum adjustment cost in group decision making IEEE Transactions on Fuzzy Systems vol. DOI: 10.1109\/TFUZZ.2021.3057705 2020.","DOI":"10.1109\/TFUZZ.2021.3057705"},{"key":"e_1_3_2_34_2","doi-asserted-by":"crossref","unstructured":"ChengS. Autocratic multiattribute group decision-making for hotel location selection based on intervla-valued intuitionistic fuzzy sets Information Sciences pp. 77\u201387 2018.","DOI":"10.1016\/j.ins.2017.10.018"},{"key":"e_1_3_2_35_2","doi-asserted-by":"crossref","unstructured":"AtanassovK. Index Matrices: Towards an Augmented Matrix Calculus Springer 2014.","DOI":"10.1007\/978-3-319-10945-9"},{"key":"e_1_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.3390\/pr8050631"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems: Applications in Engineering and Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-212026","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/JIFS-212026","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-212026","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:45:30Z","timestamp":1777455930000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/JIFS-212026"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,24]]},"references-count":35,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2022,4,28]]}},"alternative-id":["10.3233\/JIFS-212026"],"URL":"https:\/\/doi.org\/10.3233\/jifs-212026","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,12,24]]}}}