{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T01:31:45Z","timestamp":1770687105061,"version":"3.49.0"},"reference-count":45,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2016,6,27]],"date-time":"2016-06-27T00:00:00Z","timestamp":1466985600000},"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":[[2016,9]]},"abstract":"<jats:p>With the globalization of the world economy and the knowledge economy era, the world of high technology enterprises rapid development, becoming an important force for promoting national socio-economic development. Overall, high technology enterprise with its growth and development laws. In recent years, the innovation is the rapid development of high technology enterprises, products and technologies is accelerating in upgrading knowledge update speed, relatively short product life cycle. However, in the high technology enterprises to achieve rapid innovation and development process which also requires a certain environment, environmental uncertainty has brought many challenges to the development of innovative high technology enterprises. In this paper, we investigate the MSM operator and extend the MSM operator to interval-valued intuitionistic fuzzy environment and develop the interval-valued intuitionistic fuzzy Maclaurin symmetric mean (IVIFMSM) operator. Using IVIFMSM operator, a novel algorithm to evaluate the innovation capability and efficiency of high technology enterprises utilizing interval-valued intuitionistic fuzzy information is developed. In the end, we provide an example to estimate the innovation capability and efficiency of high technology enterprises is given.<\/jats:p>","DOI":"10.3233\/ifs-162208","type":"journal-article","created":{"date-parts":[[2016,8,19]],"date-time":"2016-08-19T10:30:54Z","timestamp":1471602654000},"page":"1419-1425","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":7,"title":["Evaluation method for innovation capability\u00a0and efficiency of high technology\u00a0enterprises with interval-valued\u00a0intuitionistic fuzzy\u00a0information"],"prefix":"10.1177","volume":"31","author":[{"given":"Gang","family":"Sun","sequence":"first","affiliation":[{"name":"School of Management, Northwestern Polytechnical University, Xi-An, China"}]},{"given":"Wei-Li","family":"Xia","sequence":"additional","affiliation":[{"name":"School of Management, Northwestern Polytechnical University, Xi-An, China"}]}],"member":"179","published-online":{"date-parts":[[2016,6,27]]},"reference":[{"key":"e_1_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(89)90205-4"},{"key":"e_1_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(94)90331-X"},{"key":"e_1_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(94)00343-6"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(96)00311-9"},{"key":"e_1_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0020-0255(02)00181-0"},{"key":"e_1_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1007\/11875581_2"},{"key":"e_1_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2003.08.005"},{"key":"e_1_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.08.031"},{"key":"e_1_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/S1874-8651(08)60026-5"},{"issue":"2","key":"e_1_3_1_11_2","first-page":"215","article-title":"Methods for aggregating interval-valued intuitionistic fuzzy information and their application to decision making","volume":"22","author":"Xu Z.S.","year":"2007","unstructured":"XuZ.S., Methods for aggregating interval-valued intuitionistic fuzzy information and their application to decision making, Control and Decision22(2) (2007), 215\u2013219.","journal-title":"Control and Decision"},{"key":"e_1_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2007.427"},{"key":"e_1_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(97)00272-8"},{"key":"e_1_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcss.2003.07.006"},{"key":"e_1_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1142\/S0218488509005802"},{"key":"e_1_3_1_16_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.08.009"},{"key":"e_1_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.03.048"},{"key":"e_1_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.mcm.2009.06.010"},{"key":"e_1_3_1_19_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2013.02.005"},{"key":"e_1_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2010.01.019"},{"key":"e_1_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.3846\/20294913.2014.979454"},{"key":"e_1_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2004.02.003"},{"key":"e_1_3_1_23_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2012.10.048"},{"key":"e_1_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.1007\/s40815-015-0060-1"},{"issue":"2","key":"e_1_3_1_25_2","first-page":"899","article-title":"Multicriteria fuzzy decision-making method based on a novel accuracy function under interval-valued intuitionistic fuzzy environment","volume":"36","author":"Ye J.","year":"2009","unstructured":"YeJ., Multicriteria fuzzy decision-making method based on a novel accuracy function under interval-valued intuitionistic fuzzy environment, Expert Systems with Applications36(2) (2009), 899\u20136902.","journal-title":"Expert Systems with Applications"},{"key":"e_1_3_1_26_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2009.05.001"},{"issue":"1729","key":"e_1_3_1_27_2","first-page":"59","article-title":"A second letter to Martin Folkes, Esq.; concerning the roots of equations, with demonstration of other rules of algebra","volume":"36","author":"Maclaurin C.","unstructured":"MaclaurinC., A second letter to Martin Folkes, Esq.; concerning the roots of equations, with demonstration of other rules of algebra, Philos Trans Roy Soc London Ser A36(1729), 59\u201396.","journal-title":"Philos Trans Roy Soc London Ser A"},{"key":"e_1_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1007\/11526018_27"},{"key":"e_1_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2013.01.021"},{"key":"e_1_3_1_30_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-130843"},{"key":"e_1_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.04.030"},{"key":"e_1_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(01)00258-5"},{"key":"e_1_3_1_33_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2012.01.006"},{"key":"e_1_3_1_34_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.07.104"},{"key":"e_1_3_1_35_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(97)00028-7"},{"key":"e_1_3_1_36_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-130901"},{"key":"e_1_3_1_37_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(98)00040-X"},{"key":"e_1_3_1_38_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10700-007-9004-z"},{"key":"e_1_3_1_39_2","doi-asserted-by":"publisher","DOI":"10.3846\/20294913.2014.869515"},{"key":"e_1_3_1_40_2","doi-asserted-by":"publisher","DOI":"10.4236\/am.2015.66091"},{"key":"e_1_3_1_41_2","doi-asserted-by":"publisher","DOI":"10.3724\/SP.J.1087.2013.00234"},{"key":"e_1_3_1_42_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-130939"},{"key":"e_1_3_1_43_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-130934"},{"key":"e_1_3_1_44_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.11.052"},{"key":"e_1_3_1_45_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2006.07.004"},{"key":"e_1_3_1_46_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2013.05.011"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/IFS-162208","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/IFS-162208","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/IFS-162208","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T08:19:42Z","timestamp":1770625182000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/IFS-162208"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,6,27]]},"references-count":45,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,9]]}},"alternative-id":["10.3233\/IFS-162208"],"URL":"https:\/\/doi.org\/10.3233\/ifs-162208","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,6,27]]}}}