{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T19:00:35Z","timestamp":1772650835737,"version":"3.50.1"},"reference-count":57,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T00:00:00Z","timestamp":1515974400000},"content-version":"tdm","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":[[2019,5]]},"DOI":"10.1007\/s13042-018-0785-x","type":"journal-article","created":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T06:25:52Z","timestamp":1515997552000},"page":"1065-1076","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":54,"title":["Certain types of soft coverings based rough sets with applications"],"prefix":"10.1007","volume":"10","author":[{"given":"Jianming","family":"Zhan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiumei","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,1,15]]},"reference":[{"issue":"11","key":"785_CR1","doi-asserted-by":"publisher","first-page":"271","DOI":"10.3390\/sym9110271","volume":"9","author":"M Akram","year":"2017","unstructured":"Akram M, Ali G, Alshehri NO (2017) A new multi-attribute decision-making method based on m-polar fuzzy soft rough sets. Symmetry 9(11):271. https:\/\/doi.org\/10.3390\/sym9110271","journal-title":"Symmetry"},{"issue":"5\u20136","key":"785_CR2","first-page":"501","volume":"24","author":"M Akram","year":"2015","unstructured":"Akram M, Davvaz B, Feng F (2015) Fuzzy soft Lie algebras. J Multival Logic Soft Comput 24(5\u20136):501\u2013520","journal-title":"J Multival Logic Soft Comput"},{"key":"785_CR3","doi-asserted-by":"publisher","DOI":"10.22111\/IJFS.2017.3394","author":"M Akram","year":"2017","unstructured":"Akram M, Feng F, Saeid AB, Fotea V (2017) A new multiple criteria decision-making method based on bipolar fuzzy soft graphs. Iran J Fuzzy Syst. https:\/\/doi.org\/10.22111\/IJFS.2017.3394","journal-title":"Iran J Fuzzy Syst"},{"issue":"6","key":"785_CR4","doi-asserted-by":"publisher","first-page":"3619","DOI":"10.3233\/IFS-162107","volume":"30","author":"M Akram","year":"2016","unstructured":"Akram M, Nawaz S (2016) Fuzzy soft graphs with applications. J Intell Fuzzy Syst 30(6):3619\u20133632","journal-title":"J Intell Fuzzy Syst"},{"key":"785_CR5","doi-asserted-by":"publisher","first-page":"142","DOI":"10.1016\/j.inffus.2015.08.007","volume":"29","author":"JCR Alcantud","year":"2016","unstructured":"Alcantud JCR (2016) A novel algorithm for fuzzy soft set based decision making from multiobserver input parameter data set. Inform Fusion 29:142\u2013148","journal-title":"Inform Fusion"},{"key":"785_CR6","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.ijar.2015.10.004","volume":"68","author":"JCR Alcantud","year":"2016","unstructured":"Alcantud JCR (2016) Some formal relationships among soft sets, fuzzy sets and their extensions. Int J Approx Reason 68:45\u201353","journal-title":"Int J Approx Reason"},{"key":"785_CR7","doi-asserted-by":"publisher","first-page":"3329","DOI":"10.1016\/j.asoc.2011.01.003","volume":"11","author":"MI Ali","year":"2011","unstructured":"Ali MI (2011) A note on soft sets, rough sets and fuzzy soft sets. Appl Soft Comput 11:3329\u20133332","journal-title":"Appl Soft Comput"},{"key":"785_CR8","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1016\/S0020-0255(97)10046-9","volume":"107","author":"Z Bonikowski","year":"1998","unstructured":"Bonikowski Z, Bryniarski E, Wybraniec-Skardowska U (1998) Extensions and intentions in the rough set theory. Inform Sci 107:149\u2013167","journal-title":"Inform Sci"},{"key":"785_CR9","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1016\/j.ijar.2016.06.013","volume":"78","author":"L D\u2019eer","year":"2016","unstructured":"D\u2019eer L, Cornelis C, Yao Y (2016) A semantically sound approach to Pawlak rough sets and covering-based rough sets. Int J Approx Reason 78:62\u201372","journal-title":"Int J Approx Reason"},{"key":"785_CR10","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/j.ins.2015.12.007","volume":"336","author":"L D\u2019eer","year":"2016","unstructured":"D\u2019eer L, Restrepo M, Cornelis C, Jonatan G (2016) Neighborhood operators for covering-based rough sets. Inform Sci 336:21\u201344","journal-title":"Inform Sci"},{"key":"785_CR11","doi-asserted-by":"publisher","first-page":"281","DOI":"10.1016\/j.knosys.2014.07.010","volume":"70","author":"F Feng","year":"2014","unstructured":"Feng F, Akram M, Davvaz B, Fotea VL (2014) Attribute analysis of information systems based on elementary soft implications. Knowl Based Syst 70:281\u2013292","journal-title":"Knowl Based Syst"},{"key":"785_CR12","doi-asserted-by":"publisher","first-page":"899","DOI":"10.1007\/s00500-009-0465-6","volume":"14","author":"F Feng","year":"2010","unstructured":"Feng F, Li C, Davvaz B, Ali MI (2010) Soft sets combined with fuzzy sets and rough sets: a tentative approach. Soft Comput 14:899\u2013911","journal-title":"Soft Comput"},{"key":"785_CR13","doi-asserted-by":"publisher","first-page":"1125","DOI":"10.1016\/j.ins.2010.11.004","volume":"181","author":"F Feng","year":"2011","unstructured":"Feng F, Liu X, Leoreanu-Fotea V, Jun YB (2011) Soft sets and soft rough sets. Inform Sci 181:1125\u20131137","journal-title":"Inform Sci"},{"key":"785_CR14","doi-asserted-by":"publisher","first-page":"247","DOI":"10.1016\/S0377-2217(01)00244-2","volume":"138","author":"S Greco","year":"2002","unstructured":"Greco S, Matarazzo B, Slowinski R (2002) Rough sets methodology for sorting problems in presence of multiple attributes and criteria. Eur J Oper Res 138:247\u2013259","journal-title":"Eur J Oper Res"},{"key":"785_CR15","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.asoc.2015.02.027","volume":"31","author":"Z Li","year":"2015","unstructured":"Li Z, Xie N, Wen G (2015) Soft coverings and their parameter reductions. Appl Soft Comput 31:48\u201360","journal-title":"Appl Soft Comput"},{"issue":"11","key":"785_CR16","doi-asserted-by":"publisher","first-page":"272","DOI":"10.3390\/sym9110272","volume":"9","author":"Y Liu","year":"2017","unstructured":"Liu Y, Martinez L, Qin K (2017) A comparative study of some soft rough sets. Symmetry 9(11):272. https:\/\/doi.org\/10.3390\/sym9110252","journal-title":"Symmetry"},{"key":"785_CR17","doi-asserted-by":"publisher","first-page":"901","DOI":"10.1016\/j.ijar.2012.03.004","volume":"53","author":"L Ma","year":"2012","unstructured":"Ma L (2012) On some types of neighborhood-related covering rough sets. Int J Approx Reason 53:901\u2013911","journal-title":"Int J Approx Reason"},{"key":"785_CR18","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/j.ijar.2014.08.003","volume":"56","author":"L Ma","year":"2015","unstructured":"Ma L (2015) Some twin approximation operators on covering approximation spaces. Int J Approx Reason 56:59\u201370","journal-title":"Int J Approx Reason"},{"key":"785_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.fss.2015.05.002","volume":"294","author":"L Ma","year":"2016","unstructured":"Ma L (2016) Two fuzzy coverings rough set models and their generalizations over fuzzy lattices. Fuzzy Sets Syst 294:1\u201317","journal-title":"Fuzzy Sets Syst"},{"key":"785_CR20","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1007\/s10462-016-9490-x","volume":"47","author":"X Ma","year":"2017","unstructured":"Ma X, Liu Q, Zhan J (2017) A survey of decision making methods based on certain hybrid soft set models. Artif Intell Rev 47:507\u2013530","journal-title":"Artif Intell Rev"},{"key":"785_CR21","doi-asserted-by":"publisher","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":"785_CR22","doi-asserted-by":"publisher","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":"785_CR23","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak Z (1982) Rough sets. Int J Comput Inform Sci 11:341\u2013356","journal-title":"Int J Comput Inform Sci"},{"key":"785_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0020-0255(02)00197-4","volume":"147","author":"Z Pawlak","year":"2002","unstructured":"Pawlak Z (2002) Rough sets and intelligent data analysis. Inform Sci 147:1\u201312","journal-title":"Inform Sci"},{"key":"785_CR25","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1016\/j.asoc.2016.06.036","volume":"54","author":"X Peng","year":"2017","unstructured":"Peng X, Yang Y (2017) Algorithms for interval-valued fuzzy soft sets in stochastic multi-criteria decision making based on regret theory and prospect theory with combined weight. Appl Soft Comput 54:415\u2013430","journal-title":"Appl Soft Comput"},{"key":"785_CR26","first-page":"653","volume":"35","author":"JA Pomykala","year":"1987","unstructured":"Pomykala JA (1987) Approximation operations in approximation space. Bull Pol Acad Sci 35:653\u2013662","journal-title":"Bull Pol Acad Sci"},{"key":"785_CR27","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.knosys.2012.11.012","volume":"40","author":"M Shabir","year":"2013","unstructured":"Shabir M, Ali MI, Shaheen T (2013) Another approach to soft rough sets. Knowl Based Syst 40:72\u201380","journal-title":"Knowl Based Syst"},{"key":"785_CR28","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.knosys.2017.01.036","volume":"123","author":"B Sun","year":"2017","unstructured":"Sun B, Ma W, Qian Y (2017) Multigranulation fuzzy rough set over two universes and its application to decision making. Knowl Based Syst 123:61\u201374","journal-title":"Knowl Based Syst"},{"key":"785_CR29","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.ijar.2016.11.001","volume":"81","author":"B Sun","year":"2017","unstructured":"Sun B, Ma W, Xiao X (2017) Three-way group decision making based on multigranulation fuzzy decision-theoretic rough set over two universes. Int J Approx Reason 81:87\u2013102","journal-title":"Int J Approx Reason"},{"key":"785_CR30","doi-asserted-by":"publisher","first-page":"33","DOI":"10.14445\/22315373\/IJMTT-V29P506","volume":"29","author":"N Tozlu","year":"2016","unstructured":"Tozlu N, Y\u00fcksel \u015e, Simsekler TH (2016) A topological approach to soft covering approximation space. Int J Math Trends Tech 29:33\u201338","journal-title":"Int J Math Trends Tech"},{"key":"785_CR31","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1016\/j.camwa.2006.12.104","volume":"56","author":"ECC Tsang","year":"2008","unstructured":"Tsang ECC, Chen D, Yeung D (2008) Approximations and reducts with covering generalized rough sets. Comput Math Appl 56:279\u2013289","journal-title":"Comput Math Appl"},{"issue":"6","key":"785_CR32","doi-asserted-by":"publisher","first-page":"1460","DOI":"10.1109\/TFUZZ.2017.2717803","volume":"25","author":"R Wang","year":"2017","unstructured":"Wang R, Wang X, Kwong S, Xu C (2017) Incorporating diversity and informativeness in multiple-instance active learning. IEEE Trans Fuzzy Syst 25(6):1460\u20131475","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"13\u201315","key":"785_CR33","doi-asserted-by":"publisher","first-page":"2581","DOI":"10.1016\/j.neucom.2007.01.005","volume":"70","author":"X Wang","year":"2007","unstructured":"Wang X, Dong C, Fan T (2007) Training T-S norm neural networks to refine weights for fuzzy if-then rules. Neurocomputing 70(13\u201315):2581\u20132587","journal-title":"Neurocomputing"},{"issue":"3","key":"785_CR34","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1016\/S0165-0114(97)00030-4","volume":"99","author":"X Wang","year":"1998","unstructured":"Wang X, Hong J (1998) On the handling of fuzziness for continuous-valued attributes in decision tree generation. Fuzzy Sets Syst 99(3):283\u2013290","journal-title":"Fuzzy Sets Syst"},{"key":"785_CR35","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/11427391_12","volume":"3496","author":"X Wang","year":"2005","unstructured":"Wang X, Li C (2005) A new definition of sensitivity for RBFNN and its applications to feature reduction. Lect Notes Comput Sci 3496:81\u201386","journal-title":"Lect Notes Comput Sci"},{"key":"785_CR36","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1016\/S0020-0255(02)00180-9","volume":"144","author":"W Wu","year":"2002","unstructured":"Wu W, Zhang W (2002) Neighborhood operator systems and approximations. Inform Sci 144:201\u2013217","journal-title":"Inform Sci"},{"key":"785_CR37","doi-asserted-by":"publisher","first-page":"2443","DOI":"10.1016\/j.fss.2007.03.018","volume":"158","author":"W Xu","year":"2007","unstructured":"Xu W, Zhang W (2007) Measuring roughness of generalized rough sets induced by a covering. Fuzzy Sets Syst 158:2443\u20132455","journal-title":"Fuzzy Sets Syst"},{"key":"785_CR38","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1016\/j.ins.2016.05.053","volume":"367\u2013368","author":"B Yang","year":"2016","unstructured":"Yang B, Hu BQ (2016) A fuzzy covering-based rough set model and its generalization over fuzzy lattice. Inform Sci 367\u2013368:463\u2013486","journal-title":"Inform Sci"},{"key":"785_CR39","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1016\/j.fss.2016.10.009","volume":"312","author":"B Yang","year":"2017","unstructured":"Yang B, Hu BQ (2017) On some types of fuzzy covering-based on rough sets. Fuzzy Sets Syst 312:36\u201365","journal-title":"Fuzzy Sets Syst"},{"key":"785_CR40","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/S0020-0255(98)10006-3","volume":"101","author":"Y Yao","year":"1998","unstructured":"Yao Y (1998) Relational interpretations of neighborhood operators and rough set approximation operators. Inform Sci 101:239\u2013259","journal-title":"Inform Sci"},{"key":"785_CR41","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1016\/j.ins.2012.02.065","volume":"200","author":"YY Yao","year":"2012","unstructured":"Yao YY, Yao B (2012) Covering based rough set approximations. Inform Sci 200:91\u2013107","journal-title":"Inform Sci"},{"key":"785_CR42","doi-asserted-by":"crossref","unstructured":"Y\u00fcksel \u015e, Erg\u00fcl ZG, Tozlu N (2014) Soft covering based rough sets and their application. Sci World J :9 (Article 970893)","DOI":"10.1155\/2014\/970893"},{"key":"785_CR43","doi-asserted-by":"publisher","first-page":"209","DOI":"10.2298\/FIL1501209Y","volume":"29","author":"\u015e Y\u00fcksel","year":"2015","unstructured":"Y\u00fcksel \u015e, Tozlu N, Dizman TH (2015) An application of multicriteria group decision making by soft covering based rough sets. Filomat 29:209\u2013219","journal-title":"Filomat"},{"key":"785_CR44","first-page":"761","volume":"16","author":"W Zakowski","year":"1983","unstructured":"Zakowski W (1983) Approximations in the $$(U,\\Pi )$$ ( U , \u03a0 ) -space. Demonstr Math. 16:761\u2013769","journal-title":"Demonstr Math."},{"key":"785_CR45","doi-asserted-by":"publisher","first-page":"446","DOI":"10.1016\/j.asoc.2017.03.038","volume":"56","author":"J Zhan","year":"2017","unstructured":"Zhan J, Ali MI, Mehmood N (2017) On a novel uncertain soft set model: Z-soft fuzzy rough set model and corresponding decision making methods. Appl Soft Comput 56:446\u2013457","journal-title":"Appl Soft Comput"},{"key":"785_CR46","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1016\/j.asoc.2016.09.012","volume":"54","author":"J Zhan","year":"2017","unstructured":"Zhan J, Liu Q, Herawan T (2017) A novel soft rough set: soft rough hemirings and corresponding multicriteria group decision making. Appl Soft Comput 54:393\u2013402","journal-title":"Appl Soft Comput"},{"key":"785_CR47","doi-asserted-by":"publisher","first-page":"1923","DOI":"10.1007\/s00500-016-2119-9","volume":"21","author":"J Zhan","year":"2017","unstructured":"Zhan J, Zhu K (2017) A novel soft rough fuzzy set: Z-soft rough fuzzy ideals of hemirings and corresponding decision making. Soft Comput 21:1923\u20131936","journal-title":"Soft Comput"},{"key":"785_CR48","doi-asserted-by":"publisher","first-page":"1767","DOI":"10.3233\/JIFS-17006","volume":"33","author":"XH Zhang","year":"2017","unstructured":"Zhang XH (2017) Fuzzy anti-grouped filters and fuzzy normal filters in pseudo-BCI algebras. J Intell Fuzzy Syst 33:1767\u20131774","journal-title":"J Intell Fuzzy Syst"},{"key":"785_CR49","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1016\/j.knosys.2015.09.036","volume":"91","author":"XH Zhang","year":"2016","unstructured":"Zhang XH, Miao D, Liu C, Le M (2016) Constructive methods of rough approximation operators and multigranulation rough sets. Knowl Based Syst 91:114\u2013125","journal-title":"Knowl Based Syst"},{"key":"785_CR50","doi-asserted-by":"crossref","unstructured":"Zhang XH, Park C, Wu S (2017) Soft set theoretical approach to pseudo-BCI algebras. J Intell Fuzzy Syst (In Press)","DOI":"10.3233\/JIFS-17777"},{"issue":"4","key":"785_CR51","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1016\/j.trit.2016.11.001","volume":"1","author":"Q Zhang","year":"2016","unstructured":"Zhang Q, Xie Q, Wang G (2016) A survey on rough set theory and its applications. CAAI Trans Intell Tech 1(4):323\u2013333","journal-title":"CAAI Trans Intell Tech"},{"key":"785_CR52","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ijar.2015.09.003","volume":"68","author":"Z Zhao","year":"2016","unstructured":"Zhao Z (2016) On some types of covering rough sets from topological points of view. Int J Approx Reason 68:1\u201314","journal-title":"Int J Approx Reason"},{"issue":"6","key":"785_CR53","doi-asserted-by":"publisher","first-page":"1207","DOI":"10.1007\/s13042-015-0449-z","volume":"7","author":"K Zhu","year":"2016","unstructured":"Zhu K, Zhan J (2016) Fuzzy parameterized fuzzy soft sets and decision making. Int J Mach Learn Cybern 7(6):1207\u20131212","journal-title":"Int J Mach Learn Cybern"},{"key":"785_CR54","doi-asserted-by":"publisher","first-page":"4997","DOI":"10.1016\/j.ins.2007.05.037","volume":"177","author":"W Zhu","year":"2007","unstructured":"Zhu W (2007) Generalized rough sets based on relations. Inform Sci 177:4997\u20135011","journal-title":"Inform Sci"},{"key":"785_CR55","doi-asserted-by":"publisher","first-page":"1499","DOI":"10.1016\/j.ins.2006.06.009","volume":"177","author":"W Zhu","year":"2007","unstructured":"Zhu W (2007) Topological approaches to covering rough sets. Inform Sci 177:1499\u20131508","journal-title":"Inform Sci"},{"key":"785_CR56","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1016\/S0020-0255(03)00056-2","volume":"152","author":"W Zhu","year":"2003","unstructured":"Zhu W, Wang F (2003) Reduction and axiomization of covering generalized rough sets. Inform Sci 152:217\u2013230","journal-title":"Inform Sci"},{"key":"785_CR57","doi-asserted-by":"publisher","first-page":"1131","DOI":"10.1109\/TKDE.2007.1044","volume":"19","author":"W Zhu","year":"2007","unstructured":"Zhu W, Wang F (2007) On three types of covering-based rough sets. IEEE Trans Knowl Data Environ 19:1131\u20131144","journal-title":"IEEE Trans Knowl Data Environ"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-018-0785-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-018-0785-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-018-0785-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,12]],"date-time":"2022-08-12T13:53:03Z","timestamp":1660312383000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-018-0785-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,15]]},"references-count":57,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2019,5]]}},"alternative-id":["785"],"URL":"https:\/\/doi.org\/10.1007\/s13042-018-0785-x","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1,15]]},"assertion":[{"value":"3 November 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 January 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 January 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}