{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:45:29Z","timestamp":1777704329819,"version":"3.51.4"},"reference-count":29,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2018,8,20]],"date-time":"2018-08-20T00:00:00Z","timestamp":1534723200000},"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"],"published-print":{"date-parts":[[2018,10]]},"abstract":"<jats:p>\n                    Interval valued linguistics preference relation is one of the model of simple uncertain linguistic preference structures (additive or multiplicative). It can be easily and conveniently used to express the experts evaluations over the considered alternatives in group decision making under uncertainty. The primary purpose of this paper is to define uncertain multiplicative linguistic soft set (UMLSS) and study some of its properties. Some basic algebraic operations such as the \u2019AND\u2019 and \u2019OR\u2019 operations are also introduced in UMLSS. Using multiplicative linguistic sets deviation operation [\n                    <jats:xref ref-type=\"bibr\">21<\/jats:xref>\n                    ] into ULMSS, we derive uncertain multiplicative virtual linguistic soft set (UMVLSS). Based on the UMVLSS, we introduce the generalized linguistic deviation operator. An approach based on virtual linguistic soft set deviation to rank the alternatives in the group decision making problem is also provided. Finally a numerical example is provided to justify the new approach and illustrate the validity of our approach to the selection of feasible candidate(s) in a software company problem.\n                  <\/jats:p>","DOI":"10.3233\/jifs-18818","type":"journal-article","created":{"date-parts":[[2018,8,21]],"date-time":"2018-08-21T15:55:35Z","timestamp":1534866935000},"page":"3883-3893","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":5,"title":["Uncertain multiplicative linguistic soft sets and their application to group decision making"],"prefix":"10.1177","volume":"35","author":[{"given":"Srinivasan","family":"Vijayabalaji","sequence":"first","affiliation":[{"name":"Department of Mathematics, University College of Engineering, Panruti (A Constituent College of Anna University, Chennai), Tamilnadu, India"}]},{"given":"Adhimoolam","family":"Ramesh","sequence":"additional","affiliation":[{"name":"Department of Mathematics, C. Abdul Hakeem College of Engineering and Technology, Melvisharm, Tamil Nadu, India."}]}],"member":"179","published-online":{"date-parts":[[2018,8,20]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0898-1221(99)00056-5"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0898-1221(03)00016-6"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0898-1221(02)00216-X"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2011.03.011"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2010.07.014"},{"key":"e_1_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2011.05.016"},{"key":"e_1_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2014.11.003"},{"issue":"3","key":"e_1_3_2_9_2","first-page":"707","article-title":"On soft metric spaces","volume":"21","author":"Das S.","year":"2013","unstructured":"S.Das and S.K.Samanta, On soft metric spaces, The Journal of Fuzzy Mathematics 21(3) (2013), 707\u2013734.","journal-title":"The Journal of Fuzzy Mathematics"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2013.2239650"},{"key":"e_1_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2336808"},{"key":"e_1_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.05.046"},{"key":"e_1_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.06.003"},{"key":"e_1_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(99)00024-X"},{"key":"e_1_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(95)00107-7"},{"key":"e_1_3_2_16_2","first-page":"29","article-title":"Personalized individual semantics in computing with words for supporting linguistic group decision making.","volume":"33","author":"Li C.C.","year":"2017","unstructured":"C.C.Li, Y.C.Dong, F.Herrera and E.Herrera-Viedma, Personalized individual semantics in computing with words for supporting linguistic group decision making. 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