{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T11:33:38Z","timestamp":1777635218659,"version":"3.51.4"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2016,10,1]],"date-time":"2016-10-01T00:00:00Z","timestamp":1475280000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. &amp; Cyber."],"published-print":{"date-parts":[[2018,5]]},"DOI":"10.1007\/s13042-016-0607-y","type":"journal-article","created":{"date-parts":[[2016,10,1]],"date-time":"2016-10-01T13:26:43Z","timestamp":1475328403000},"page":"787-794","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Weighted fuzzy soft multiset and decision-making"],"prefix":"10.1007","volume":"9","author":[{"given":"Ajoy Kanti","family":"Das","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,10,1]]},"reference":[{"key":"607_CR1","first-page":"511","volume":"93","author":"K Alhazaymeh","year":"2014","unstructured":"Alhazaymeh K, Hassan N (2014) Vague soft multiset theory. Int J Pure Appl Math 93:511\u2013523","journal-title":"Int J Pure Appl Math"},{"key":"607_CR2","doi-asserted-by":"crossref","first-page":"1547","DOI":"10.1016\/j.camwa.2008.11.009","volume":"57","author":"MI Ali","year":"2009","unstructured":"Ali MI, Feng F, Liu X, Minc WK, Shabir M (2009) On some new operations in soft set theory. Comp Math Appl 57:1547\u20131553","journal-title":"Comp Math Appl"},{"key":"607_CR3","doi-asserted-by":"publisher","first-page":"20 pages","DOI":"10.1155\/2012\/350603","volume":"350603","author":"S Alkhazaleh","year":"2012","unstructured":"Alkhazaleh S (2012) Salleh AR (2012) Fuzzy soft multi sets theory. Abstr Appl Anal 350603:20 pages. doi:\n                        10.1155\/2012\/350603\n                        \n                     (Hindawi Publishing Corporation)","journal-title":"Abstr Appl Anal"},{"key":"607_CR4","first-page":"3561","volume":"5","author":"S Alkhazaleh","year":"2011","unstructured":"Alkhazaleh S, Salleh AR, Hassan N (2011) Soft multisets theory. Appl Math Sci 5:3561\u20133573","journal-title":"Appl Math Sci"},{"key":"607_CR5","first-page":"35","volume":"5","author":"KV Babitha","year":"2013","unstructured":"Babitha KV, John SJ (2013) On soft multi sets. Ann Fuzzy Math Inform 5:35\u201344","journal-title":"Ann Fuzzy Math Inform"},{"key":"607_CR6","first-page":"471","volume":"1","author":"HM Balami","year":"2013","unstructured":"Balami HM, Ibrahim AM (2013) Soft multiset and its application in information system. Int J Sci Res Manag 1:471\u2013482","journal-title":"Int J Sci Res Manag"},{"key":"607_CR7","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1305\/ndjfl\/1093634995","volume":"30","author":"WD Blizard","year":"1989","unstructured":"Blizard WD (1989) Multiset Theory. Notre Dame J Form Log 30:36\u201365","journal-title":"Notre Dame J Form Log"},{"key":"607_CR8","first-page":"80","volume":"5","author":"S Broumi","year":"2015","unstructured":"Broumi S (2015) Q-intuitionistic fuzzy soft sets. J New Theory 5:80\u201391","journal-title":"J New Theory"},{"key":"607_CR9","first-page":"47","volume":"4","author":"AK Das","year":"2015","unstructured":"Das AK (2015) Fuzzy soft multi relation and its properties. Int J Comput Sci Theor App 4:47\u201353","journal-title":"Int J Comput Sci Theor App"},{"key":"607_CR10","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1007\/s13370-016-0395-2","volume":"27","author":"AK Das","year":"2016","unstructured":"Das AK (2016) On partially included intuitionistic fuzzy rough relations. Afrika Matematika 27:993\u20131001","journal-title":"Afrika Matematika"},{"key":"607_CR11","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/j.knosys.2015.11.008","volume":"93","author":"B Farhadinia","year":"2016","unstructured":"Farhadinia B (2016) Multiple criteria decision-making methods with completely unknown weights in hesitant fuzzy linguistic term setting. Knowl-Based Syst 93:135\u2013144","journal-title":"Knowl-Based Syst"},{"key":"607_CR12","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.cam.2009.11.055","volume":"234","author":"F Feng","year":"2010","unstructured":"Feng F, Jun YB, Liu X, Li L (2010) An adjustable approach to fuzzy soft set based decision making. J Comp Appl Math 234:10\u201320","journal-title":"J Comp Appl Math"},{"key":"607_CR13","doi-asserted-by":"crossref","first-page":"758","DOI":"10.1016\/j.ins.2008.11.002","volume":"179","author":"KP Girish","year":"2009","unstructured":"Girish KP, John SJ (2009) Relations and functions in multiset context. Inf Sci 179:758\u2013768","journal-title":"Inf Sci"},{"key":"607_CR14","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1016\/j.ins.2011.11.023","volume":"188","author":"KP Girish","year":"2012","unstructured":"Girish KP, John SJ (2012) Multiset topologies induced by multiset relations. Inf Sci 188:298\u2013313","journal-title":"Inf Sci"},{"key":"607_CR15","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/S0020-0255(01)00066-4","volume":"132","author":"SP Jena","year":"2001","unstructured":"Jena SP, Ghosh SK, Tripathy BK (2001) On the theory of bags and lists. Inf Sci 132:241\u2013254","journal-title":"Inf Sci"},{"key":"607_CR16","doi-asserted-by":"crossref","first-page":"540","DOI":"10.1016\/j.cam.2008.01.011","volume":"223","author":"Z Kong","year":"2009","unstructured":"Kong Z, Gao LQ, Wang LF (2009) Comment on a fuzzy soft set theoretic approach to decision making problems. J Comput Appl Math 223:540\u2013542","journal-title":"J Comput Appl Math"},{"key":"607_CR17","first-page":"589","volume":"9","author":"PK Maji","year":"2001","unstructured":"Maji PK, Biswas R, Roy AR (2001) Fuzzy soft sets. J Fuzzy Math 9:589\u2013602","journal-title":"J Fuzzy Math"},{"key":"607_CR18","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1016\/S0898-1221(03)00016-6","volume":"45","author":"PK Maji","year":"2003","unstructured":"Maji PK, Biswas R, Roy AR (2003) Soft set theory. Comput Math Appl 45:555\u2013562","journal-title":"Comput Math Appl"},{"key":"607_CR19","doi-asserted-by":"crossref","first-page":"1077","DOI":"10.1016\/S0898-1221(02)00216-X","volume":"44","author":"PK Maji","year":"2002","unstructured":"Maji PK, Roy AR, Biswas R (2002) An application of soft sets in a decision making problem. Comput Math Appl 44:1077\u20131083","journal-title":"Comput Math Appl"},{"key":"607_CR20","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1016\/j.ins.2013.06.055","volume":"258","author":"S Massanet","year":"2014","unstructured":"Massanet S, Riera JV, Torrens J, Herrera-Viedma E (2014) A new linguistic computational model based on discrete fuzzy numbers for computing with words. Inf Sci 258:277\u2013290","journal-title":"Inf Sci"},{"key":"607_CR21","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1007\/3-540-45523-X_11","volume":"2235","author":"S Miyamoto","year":"2001","unstructured":"Miyamoto S (2001) Fuzzy multisets and their generalizations. Multiset Process LNCS 2235:225\u2013235","journal-title":"Multiset Process LNCS"},{"key":"607_CR22","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/S0898-1221(99)00056-5","volume":"37","author":"D Molodtsov","year":"1999","unstructured":"Molodtsov D (1999) Soft set theory-first results. Comput Math Appl 37:19\u201331","journal-title":"Comput Math Appl"},{"key":"607_CR23","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1016\/j.knosys.2015.07.035","volume":"88","author":"JA Morente-Molinera","year":"2015","unstructured":"Morente-Molinera JA, P\u00e9rez IJ, Ure\u00f1a MR, Herrera-Viedma E (2015) Building and managing fuzzy ontologies with heterogeneous linguistic information. Knowl-Based Syst 88:154\u2013164","journal-title":"Knowl-Based Syst"},{"key":"607_CR24","unstructured":"Mukherjee A, Das AK (2015) Application of fuzzy soft multi sets in decision making problems. Smart Innovation Systems and Technologies, Springer Verlag, 43(1) 21\u201328"},{"key":"607_CR25","first-page":"193","volume":"21","author":"A Mukherjee","year":"2013","unstructured":"Mukherjee A, Das AK (2013) Topological structure formed by fuzzy soft multi sets. Rev Bull Cal Math Soc 21:193\u2013212","journal-title":"Rev Bull Cal Math Soc"},{"key":"607_CR26","first-page":"919","volume":"7","author":"A Mukherjee","year":"2014","unstructured":"Mukherjee A, Das AK (2014) Topological structure formed by soft multi sets and soft multi compact space. Ann Fuzzy Math Inform 7:919\u2013933","journal-title":"Ann Fuzzy Math Inform"},{"key":"607_CR27","doi-asserted-by":"publisher","unstructured":"Mukherjee A, Das AK (2015) Interval valued intuitionistic fuzzy soft multi set theoretic approach to decision making problems. In: Proceedings of the 2015 IEEE Int. Conf. on Comp. Comm. Cont., IEEE Xplore Digital Library, 1\u20135 (2015), doi: \n                        10.1109\/IC4.2015.7375640","DOI":"10.1109\/IC4.2015.7375640"},{"key":"607_CR28","doi-asserted-by":"publisher","unstructured":"Mukherjee A, Das AK (2015) Application of interval valued intuitionistic fuzzy soft set in investment decision making. In: Proceedings of the 2015 IEEE 5th Int. Conf. on Advances in Computing and Communications, 61\u201364, doi: \n                        10.1109\/ICACC.2015.37","DOI":"10.1109\/ICACC.2015.37"},{"key":"607_CR29","first-page":"607","volume":"339","author":"A Mukherjee","year":"2015","unstructured":"Mukherjee A, Das AK (2015) Relations on intuitionistic fuzzy soft multi sets. Inf Sci Appl Lect Notes Electr Eng Springer 339:607\u2013614","journal-title":"Inf Sci Appl Lect Notes Electr Eng Springer"},{"issue":"4","key":"607_CR30","doi-asserted-by":"crossref","first-page":"494","DOI":"10.1109\/TSMC.2013.2259155","volume":"44","author":"IJ P\u00e9rez","year":"2014","unstructured":"P\u00e9rez IJ, Cabrerizo FJ, Alonso S, Herrera-Viedma E (2014) A new consensus model for group decision making problems with non homogeneous experts. IEEE Trans Syst Man Cybern Syst 44(4):494\u2013498","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"issue":"1","key":"607_CR31","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/S0165-0114(03)00029-0","volume":"140","author":"D Rocacher","year":"2003","unstructured":"Rocacher D (2003) On fuzzy bags and their application to flexible querying. Fuzzy Sets Syst 140(1):93\u2013110","journal-title":"Fuzzy Sets Syst"},{"key":"607_CR32","doi-asserted-by":"crossref","first-page":"412","DOI":"10.1016\/j.cam.2006.04.008","volume":"203","author":"AR Roy","year":"2007","unstructured":"Roy AR, Maji PK (2007) A fuzzy soft set theoretic approach to decision making problems. J Comput Appl Math 203:412\u2013418","journal-title":"J Comput Appl Math"},{"key":"607_CR33","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1080\/03081078608934952","volume":"13","author":"RR Yager","year":"1986","unstructured":"Yager RR (1986) On the theory of bags. Int J Gen Syst 13:23\u201337","journal-title":"Int J Gen Syst"},{"key":"607_CR34","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.02.009","author":"RR Yager","year":"2016","unstructured":"Yager RR, Alajlan N (2016) Some issues on the OWA aggregation with importance weighted arguments. Knowl-Based Syst. doi:\n                        10.1016\/j.knosys.2016.02.009","journal-title":"Knowl-Based Syst"},{"key":"607_CR35","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh LA (1965) Fuzzy sets. Inform Control 8:338\u2013353","journal-title":"Inform Control"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-016-0607-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-016-0607-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-016-0607-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,4,20]],"date-time":"2018-04-20T05:55:51Z","timestamp":1524203751000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-016-0607-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10,1]]},"references-count":35,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2018,5]]}},"alternative-id":["607"],"URL":"https:\/\/doi.org\/10.1007\/s13042-016-0607-y","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,10,1]]}}}