{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T19:15:52Z","timestamp":1757618152723,"version":"3.44.0"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031927461"},{"type":"electronic","value":"9783031927478"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-92747-8_8","type":"book-chapter","created":{"date-parts":[[2025,5,11]],"date-time":"2025-05-11T16:14:06Z","timestamp":1746980046000},"page":"133-145","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["New Insights Into Reduction Theory: Building on\u00a0Concept Reduction"],"prefix":"10.1007","author":[{"given":"Qin","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianjun","family":"Qi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ling","family":"Wei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siyu","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,5,12]]},"reference":[{"key":"8_CR1","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1007\/978-94-009-7798-3_15","volume-title":"Ordered sets","author":"R Wille","year":"1982","unstructured":"Wille, R.: Restructuring lattice theory: an approach based on hierarchies of concepts. In: Rival, I. (ed.) Ordered sets, pp. 445\u2013470. Reidel Publishing Company, Dordrecht-Boston (1982)"},{"key":"8_CR2","doi-asserted-by":"publisher","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.: Formal Concept Analysis: Mathematical Foundations. Springer, Heidelberg (1999)"},{"key":"8_CR3","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1016\/j.ins.2016.03.018","volume":"378","author":"MW Shao","year":"2017","unstructured":"Shao, M.W., Li, K.W.: Attribute reduction in generalized one-sided formal contexts. Inf. Sci. 378, 317\u2013327 (2017)","journal-title":"Inf. Sci."},{"key":"8_CR4","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1016\/j.fss.2019.11.009","volume":"391","author":"MJ Ben\u00edtez-Caballero","year":"2020","unstructured":"Ben\u00edtez-Caballero, M.J., Medina, J., Ram\u00edrez-Poussa, E., \u015al\u0229zak, D.: Rough-set-driven approach for attribute reduction in fuzzy formal concept analysis. Fuzzy Sets Syst. 391, 117\u2013138 (2020)","journal-title":"Fuzzy Sets Syst."},{"key":"8_CR5","doi-asserted-by":"publisher","first-page":"442","DOI":"10.1016\/j.ins.2016.01.091","volume":"346","author":"YY Yao","year":"2016","unstructured":"Yao, Y.Y.: Rough-set concept analysis: interpreting RS-definable concepts based on ideas from formal concept analysis. Inf. Sci. 346, 442\u2013462 (2016)","journal-title":"Inf. Sci."},{"key":"8_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.123364","volume":"248","author":"SR Tong","year":"2024","unstructured":"Tong, S.R., Sun, B.Z., Zhang, L., Chu, X.L.: An approach of multi-criteria group decision making with incomplete information based on formal concept analysis and rough set. Expert Syst. Appl. 248, 123364 (2024)","journal-title":"Expert Syst. Appl."},{"issue":"10","key":"8_CR7","doi-asserted-by":"publisher","first-page":"1461","DOI":"10.1109\/TKDE.2008.223","volume":"21","author":"WZ Wu","year":"2009","unstructured":"Wu, W.Z., Leung, Y., Mi, J.S.: Granular computing and knowledge reduction in formal contexts. IEEE Trans. Knowl. Data Eng. 21(10), 1461\u20131474 (2009)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"8_CR8","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2024.112642","volume":"170","author":"Q Hu","year":"2025","unstructured":"Hu, Q., Zhang, J., Mi, J.S., Yuan, Z., Li, M.Z.: Tieod: three-way concept-based information entropy for outlier detection. Appl. Soft Comput. 170, 112642 (2025)","journal-title":"Appl. Soft Comput."},{"key":"8_CR9","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1016\/j.knosys.2015.10.010","volume":"91","author":"MZ Li","year":"2016","unstructured":"Li, M.Z., Wang, G.Y.: Approximate concept construction with three-way decisions and attribute reduction in incomplete contexts. Knowl.-Based Syst. 91, 165\u2013178 (2016)","journal-title":"Knowl.-Based Syst."},{"key":"8_CR10","doi-asserted-by":"crossref","unstructured":"Guo, D.D., Xu, W.H., Ding, W.P., Yao, Y.Y., Wang, X.Z., Pedrycz, W.: Concept-cognitive learning survey: mining and fusing knowledge from data. Inf. Fusion 109, 102426 (2024)","DOI":"10.1016\/j.inffus.2024.102426"},{"issue":"6","key":"8_CR11","doi-asserted-by":"publisher","first-page":"1885","DOI":"10.1109\/TFUZZ.2022.3216110","volume":"31","author":"WH Xu","year":"2023","unstructured":"Xu, W.H., Guo, D.D., Qian, Y.H., Ding, W.P.: Two-way concept-cognitive learning method: a fuzzy-based progressive learning. IEEE Trans. Fuzzy Syst. 31(6), 1885\u20131899 (2023)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"6","key":"8_CR12","doi-asserted-by":"publisher","first-page":"713","DOI":"10.1360\/122004-104","volume":"48","author":"WX Zhang","year":"2005","unstructured":"Zhang, W.X., Wei, L., Qi, J.J.: Attribute reduction theory and approach to concept lattice. Sci. China Ser. F Inf. Sci. 48(6), 713\u2013726 (2005)","journal-title":"Sci. China Ser. F Inf. Sci."},{"issue":"7","key":"8_CR13","doi-asserted-by":"publisher","first-page":"910","DOI":"10.1007\/s11432-008-0067-4","volume":"51","author":"L Wei","year":"2008","unstructured":"Wei, L., Qi, J.J., Zhang, W.X.: Attribute reduction theory of concept lattice based on decision formal contexts. Sci. China Ser. F Inf. Sci. 51(7), 910\u2013923 (2008)","journal-title":"Sci. China Ser. F Inf. Sci."},{"issue":"6","key":"8_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1142\/S021969131350046X","volume":"11","author":"TJ Li","year":"2013","unstructured":"Li, T.J., Li, M.Z., Gao, Y.: Attribute reduction of concept lattice based on irreducible elements. Int. J. Wavelets Multiresolut. Inf. Process. 11(6), 1\u201324 (2013)","journal-title":"Int. J. Wavelets Multiresolut. Inf. Process."},{"issue":"12","key":"8_CR15","doi-asserted-by":"publisher","first-page":"1817","DOI":"10.1360\/N112018-00272","volume":"50","author":"L Wei","year":"2020","unstructured":"Wei, L., Cao, L., Qi, J.J., Zhang, W.X.: Concept reduction and concept characteristics in formal concept analysis. Scientia Sinica Informationis 50(12), 1817\u20131833 (2020). (in Chinese)","journal-title":"Scientia Sinica Informationis"},{"issue":"4","key":"8_CR16","doi-asserted-by":"publisher","first-page":"1147","DOI":"10.1007\/s13042-022-01691-8","volume":"14","author":"SY Zhao","year":"2023","unstructured":"Zhao, S.Y., Qi, J.J., Li, J.A., Wei, L.: Concept reduction in formal concept analysis based on representative concept matrix. Int. J. Mach. Learn. Cybern. 14(4), 1147\u20131160 (2023)","journal-title":"Int. J. Mach. Learn. Cybern."},{"key":"8_CR17","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1016\/j.ins.2019.12.024","volume":"516","author":"L Wei","year":"2020","unstructured":"Wei, L., Liu, L., Qi, J.J., Qian, T.: Rules acquisition of formal decision contexts based on three-way concept lattices. Inf. Sci. 516, 529\u2013544 (2020)","journal-title":"Inf. Sci."},{"key":"8_CR18","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets. Int. J. Comput. Inform. Sci. 11, 341\u2013356 (1982)","journal-title":"Int. J. Comput. Inform. Sci."},{"key":"8_CR19","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-3534-4","volume-title":"Rough Sets: Theoretical Aspects of Reasoning About Data","author":"Z Pawlak","year":"1991","unstructured":"Pawlak, Z.: Rough Sets: Theoretical Aspects of Reasoning About Data. Kluwer Academic Publishers, Boston (1991)"},{"key":"8_CR20","doi-asserted-by":"crossref","unstructured":"Tsang, E.C.C., Chen, D.G., Yeung, D.S., Wang, X.Z., Lee, J.W.T: Attributes reduction using fuzzy rough sets. IEEE Trans. Fuzzy Syst. 16(5), 1130\u20131141 (2008)","DOI":"10.1109\/TFUZZ.2006.889960"},{"issue":"1","key":"8_CR21","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1016\/j.knosys.2014.10.008","volume":"73","author":"MW Shao","year":"2015","unstructured":"Shao, M.W., Yang, H.Z., Wu, W.Z.: Knowledge reduction in formal fuzzy contexts. Knowl.-Based Syst. 73(1), 265\u2013275 (2015)","journal-title":"Knowl.-Based Syst."},{"issue":"1","key":"8_CR22","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.jcss.2009.05.002","volume":"76","author":"R B\u011blohl\u00e1vek","year":"2010","unstructured":"B\u011blohl\u00e1vek, R., Vychodil, V.: Discovery of optimal factors in binary data via a novel method of matrix decomposition. J. Comput. Syst. Sci. 76(1), 3\u201320 (2010)","journal-title":"J. Comput. Syst. Sci."},{"key":"8_CR23","unstructured":"Keprt, A., Sn\u00e1\u0161el, V.: Binary factor analysis with help of formal concepts. In: Snasel, V., B\u011blohl\u00e1vek, R. (eds.) Proc. CLA 2004, pp. 90\u2013101. Czech Republic, Ostrava (2004)"},{"key":"8_CR24","unstructured":"B\u011blohl\u00e1vek, R., Vychodil, V.: On boolean factor analysis with formal concepts as factors. In: SCIS and ISIS 2006, Tokyo, pp. 1054\u20131059 (2006)"},{"issue":"1","key":"8_CR25","first-page":"125","volume":"48","author":"X Wang","year":"2021","unstructured":"Wang, X., Peng, Z.H., Li, J.Y., Wu, W.Z.: Method of concept reduction based on concept discernibility matrix. Comput. Sci. 48(1), 125\u2013130 (2021). (in Chinese)","journal-title":"Comput. Sci."},{"key":"8_CR26","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2024.109359","volume":"179","author":"TJ Liang","year":"2025","unstructured":"Liang, T.J., Lin, Y.D., Li, J.J., Lin, G.P., Wang, Q.J.: Incremental cognitive learning approach based on concept reduction. Int. J. Approx. Reason. 179, 109359 (2025)","journal-title":"Int. J. Approx. Reason."},{"key":"8_CR27","first-page":"431","volume-title":"Classification as a tool of research","author":"J Stahl","year":"1986","unstructured":"Stahl, J., Wille, R.: Preconcepts and set representation of contexts. In: Gaul, W., Schader, M. (eds.) Classification as a tool of research, pp. 431\u2013438. North-Holland, Amsterdam (1986)"}],"container-title":["Lecture Notes in Computer Science","Rough Sets"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-92747-8_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T15:24:28Z","timestamp":1757172268000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-92747-8_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031927461","9783031927478"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-92747-8_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"12 May 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"IJCRS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Joint Conference on Rough Sets","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chongqing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 May 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 May 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ijcrs2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ijcrs2025.cqupt.edu.cn","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}