{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T17:01:12Z","timestamp":1773939672242,"version":"3.50.1"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2016,8,6]],"date-time":"2016-08-06T00:00:00Z","timestamp":1470441600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61303107"],"award-info":[{"award-number":["61303107"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61272095"],"award-info":[{"award-number":["61272095"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003398","name":"Shanxi Scholarship Council of China","doi-asserted-by":"publisher","award":["2013-014"],"award-info":[{"award-number":["2013-014"]}],"id":[{"id":"10.13039\/501100003398","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shanxi Science and Technology Infrastructure","award":["2015091001-0102"],"award-info":[{"award-number":["2015091001-0102"]}]},{"name":"State Key Program of National Natural Science of China","award":["61432011"],"award-info":[{"award-number":["61432011"]}]},{"name":"State Key Program of National Natural Science of China","award":["U1435212"],"award-info":[{"award-number":["U1435212"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573231"],"award-info":[{"award-number":["61573231"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61175067"],"award-info":[{"award-number":["61175067"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. &amp; Cyber."],"published-print":{"date-parts":[[2017,2]]},"DOI":"10.1007\/s13042-016-0575-2","type":"journal-article","created":{"date-parts":[[2016,8,6]],"date-time":"2016-08-06T12:02:44Z","timestamp":1470484964000},"page":"57-67","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Method for generating decision implication canonical basis based on true premises"],"prefix":"10.1007","volume":"8","author":[{"given":"Deyu","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaoxia","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanhui","family":"Zhai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,8,6]]},"reference":[{"key":"575_CR1","doi-asserted-by":"crossref","unstructured":"Carpineto C, Romano G (2004) Concept data analysis: theory and applications. Wiley, New York","DOI":"10.1002\/0470011297"},{"key":"575_CR2","doi-asserted-by":"crossref","unstructured":"Ch AK, Dias SM, Vieira NJ (2015) Knowledge reduction in formal contexts using non-negative matrix factorization. Math Comput Simul 109:46\u201363 (2015)","DOI":"10.1016\/j.matcom.2014.08.004"},{"key":"575_CR3","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-59830-2","volume-title":"Formal concept analysis: mathematical foundations","author":"B Ganter","year":"1999","unstructured":"Ganter B, Wille R (1999) Formal concept analysis: mathematical foundations. Springer, Berlin"},{"key":"575_CR4","first-page":"5","volume":"24","author":"J Guigues","year":"1986","unstructured":"Guigues J, Duquenne V (1986) Famille minimale d\u2019implications informatives r\u00e9sultant d\u2019un tableau de donn\u00e9es binaires. Mathe\u2019matiques et Sciences Humaines 24:5\u201318","journal-title":"Mathe\u2019matiques et Sciences Humaines"},{"key":"575_CR5","first-page":"1479","volume":"11","author":"K Hu","year":"2000","unstructured":"Hu K, Lu Y, Shi C (2000) An integrated mining approach for classification and association rule based on concept lattice. J Softw 11:1479\u20131484","journal-title":"J Softw"},{"key":"575_CR6","doi-asserted-by":"crossref","unstructured":"Ishigure H, Mutoh A, Matsui T (2015) Concept lattice reduction using attribute inference, pp 108\u2013111","DOI":"10.1109\/GCCE.2015.7398625"},{"key":"575_CR7","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1007\/s13042-013-0150-z","volume":"4","author":"J Li","year":"2013","unstructured":"Li J, Mei C, Aswani KC, Zhang X (2013a) On rule acquisition in decision formal contexts. Int J Mach Learn Cybernet 4:721\u2013731","journal-title":"Int J Mach Learn Cybernet"},{"key":"575_CR8","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1016\/j.knosys.2011.02.011","volume":"24","author":"J Li","year":"2011","unstructured":"Li J, Mei C, Lv Y (2011) Knowledge reduction in decision formal contexts. Knowl Based Syst 24:709\u2013715","journal-title":"Knowl Based Syst"},{"key":"575_CR9","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1080\/03081079.2011.634410","volume":"41","author":"J Li","year":"2012","unstructured":"Li J, Mei C, Lv Y (2012a) Knowledge reduction in formal decision contexts based on an order-preserving mapping. Int J Gen Syst 41:143\u2013161","journal-title":"Int J Gen Syst"},{"key":"575_CR10","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/j.ins.2011.11.041","volume":"189","author":"J Li","year":"2012","unstructured":"Li J, Mei C, Lv Y (2012b) Knowledge reduction in real decision formal contexts. Inf Sci 189:191\u2013207","journal-title":"Inf Sci"},{"key":"575_CR11","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1016\/j.ijar.2012.07.005","volume":"54","author":"J Li","year":"2013","unstructured":"Li J, Mei C, Lv Y (2013b) Incomplete decision contexts: approximate concept construction, rule acquisition and knowledge reduction. Int J Approx Reas 54:149\u2013165","journal-title":"Int J Approx Reas"},{"key":"575_CR12","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1016\/j.ins.2014.12.010","volume":"298","author":"J Li","year":"2015","unstructured":"Li J, Mei C, Xu W, Qian Y (2015) Concept learning via granular computing: a cognitive viewpoint. Inf Sci 298:447\u2013467","journal-title":"Inf Sci"},{"key":"575_CR13","doi-asserted-by":"crossref","first-page":"962","DOI":"10.3724\/SP.J.1001.2011.03807","volume":"22","author":"Y Ma","year":"2011","unstructured":"Ma Y, Zhang X, Chi C (2011) Compact dependencies and intent waned values. J Softw 22:962\u2013971","journal-title":"J Softw"},{"key":"575_CR14","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/j.knosys.2015.08.006","volume":"91","author":"J Qi","year":"2016","unstructured":"Qi J, Qian T, Wei L (2016) The connections between three-way and classical concept lattices. Knowl-Based Syst 91:143\u2013151","journal-title":"Knowl-Based Syst"},{"key":"575_CR15","doi-asserted-by":"crossref","unstructured":"Qi J, Wei L, Yao Y (2014) Three-way formal concept analysis. In: Miao D, Pedrycz W, \u015al\u0229zak D, Peters G, Hu Q, Wang R (eds) Rough sets and knowledge technology: 9th international conference, RSKT 2014. Springer International Publishing, Shanghai, pp 732\u2013741","DOI":"10.1007\/978-3-319-11740-9_67"},{"key":"575_CR16","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1080\/03081070600913650","volume":"36","author":"K Qu","year":"2007","unstructured":"Qu K, Zhai Y, Liang J, Chen M (2007) Study of decision implications based on formal concept analysis. Int J Gen Syst 36:147\u2013156","journal-title":"Int J Gen Syst"},{"key":"575_CR17","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1016\/j.knosys.2016.01.045","volume":"99","author":"R Ren","year":"2016","unstructured":"Ren R, Wei L (2016) The attribute reductions of three-way concept lattices. Knowl Based Syst 99:92\u2013102","journal-title":"Knowl Based Syst"},{"key":"575_CR18","doi-asserted-by":"crossref","unstructured":"Roth C, Obiedkov S, Kourie D (2008) Towards concise representation for taxonomies of epistemic communities. In: Concept lattices and their applications, pp 240\u2013255","DOI":"10.1007\/978-3-540-78921-5_17"},{"key":"575_CR19","unstructured":"Rudolf W (2009) Restructuring lattice theory: an approach based on hierarchies of concepts"},{"key":"575_CR20","unstructured":"Sahami M (1995) Learning classification rules using lattices. In: Machine learning: ECML-95,1995, pp. 343\u2013346"},{"key":"575_CR21","doi-asserted-by":"crossref","unstructured":"Tilley T, Cole R, Becker P, Eklund P (2005) A survey of formal concept analysis support for software engineering activities. In: Formal concept analysis, pp 250\u2013271","DOI":"10.1007\/11528784_13"},{"key":"575_CR22","first-page":"66","volume":"22","author":"Z Wang","year":"1999","unstructured":"Wang Z, Hu K, Hu X, Liu Z, Zhang D (1999) General and incremental algorithms of rule extraction based on concept lattice. Chin J Comput 22:66\u201370","journal-title":"Chin J Comput"},{"key":"575_CR23","doi-asserted-by":"crossref","first-page":"910","DOI":"10.1007\/s11432-008-0067-4","volume":"51","author":"L Wei","year":"2008","unstructured":"Wei L, Qi J, Zhang W (2008) Attribute reduction theory of concept lattice based on decision formal contexts. Sci China Ser F Inf Sci 51:910\u2013923","journal-title":"Sci China Ser F Inf Sci"},{"key":"575_CR24","doi-asserted-by":"crossref","unstructured":"Xia H, Chen Y, Gao H (2010) Concept lattice-based semantic web service matchmaking. In: Second international conference on communication software and networks. ICCSN\u201910. IEEE, New York, pp 439\u2013443","DOI":"10.1109\/ICCSN.2010.69"},{"key":"575_CR25","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1109\/TCYB.2014.2361772","volume":"46","author":"W Xu","year":"2016","unstructured":"Xu W, Li W (2016) Granular computing approach to two-way learning based on formal concept analysis in fuzzy datasets. IEEE Trans Cybernet 46:366\u2013379","journal-title":"IEEE Trans Cybernet"},{"key":"575_CR26","doi-asserted-by":"crossref","first-page":"853","DOI":"10.1016\/j.ijar.2013.10.002","volume":"55","author":"W Xu","year":"2014","unstructured":"Xu W, Pang J, Luo S (2014) A novel cognitive system model and approach to transformation of information granules. Int J Approx Reas 55:853\u2013866","journal-title":"Int J Approx Reas"},{"key":"575_CR27","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1016\/j.knosys.2015.05.028","volume":"91","author":"H Yu","year":"2016","unstructured":"Yu H, Zhang C, Wang G (2016) A tree-based incremental overlapping clustering method using the three-way decision theory. Knowl-Based Syst 91:189\u2013203","journal-title":"Knowl-Based Syst"},{"key":"575_CR28","doi-asserted-by":"crossref","first-page":"230","DOI":"10.1016\/j.knosys.2012.08.004","volume":"37","author":"Y Zhai","year":"2013","unstructured":"Zhai Y, Li D, Qu K (2013) Fuzzy decision implications. Knowl-Based Syst 37:230\u2013236","journal-title":"Knowl-Based Syst"},{"key":"575_CR29","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1007\/s13042-013-0204-2","volume":"5","author":"Y Zhai","year":"2014","unstructured":"Zhai Y, Li D, Qu K (2014) Decision implications: a logical point of view. Int J Mach Learn Cybernet 5:509\u2013516","journal-title":"Int J Mach Learn Cybernet"},{"key":"575_CR30","first-page":"18","volume":"43","author":"Y Zhai","year":"2015","unstructured":"Zhai Y, Li D, Qu K (2015a) Canonical basis for decision implications. Chin J Electron 43:18\u201323","journal-title":"Chin J Electron"},{"key":"575_CR31","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1016\/j.jcss.2014.06.001","volume":"81","author":"Y Zhai","year":"2015","unstructured":"Zhai Y, Li D, Qu K (2015b) Decision implication canonical basis: a logical perspective. J Comput Syst Sci 81:208\u2013218","journal-title":"J Comput Syst Sci"},{"key":"575_CR32","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1016\/j.knosys.2016.04.011","volume":"104","author":"H Zhi","year":"2016","unstructured":"Zhi H, Li J (2016) Granule description based on formal concept analysis. Knowl-Based Syst 104:62\u201373","journal-title":"Knowl-Based Syst"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-016-0575-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-016-0575-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-016-0575-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-016-0575-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,24]],"date-time":"2017-06-24T16:08:20Z","timestamp":1498320500000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-016-0575-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8,6]]},"references-count":32,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,2]]}},"alternative-id":["575"],"URL":"https:\/\/doi.org\/10.1007\/s13042-016-0575-2","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,8,6]]}}}