{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T06:38:09Z","timestamp":1743143889877,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031718038"},{"type":"electronic","value":"9783031718045"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[[2024]]},"DOI":"10.1007\/978-3-031-71804-5_25","type":"book-chapter","created":{"date-parts":[[2024,10,7]],"date-time":"2024-10-07T05:01:45Z","timestamp":1728277305000},"page":"370-384","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Application of Cognitive Modeling for Qualitative Analysis of Educational Projects\u2019 Risks in Higher Education Institutions"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9328-9143","authenticated-orcid":false,"given":"Anders","family":"Carlsson","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2979-8311","authenticated-orcid":false,"given":"Iuliia","family":"Mokiienko","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6251-5830","authenticated-orcid":false,"given":"Inga","family":"Semko","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1385-7014","authenticated-orcid":false,"given":"Serhii","family":"Mylnichenko","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6614-5443","authenticated-orcid":false,"given":"Oksana","family":"Haidaienko","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,10,8]]},"reference":[{"key":"25_CR1","doi-asserted-by":"publisher","first-page":"406","DOI":"10.3390\/bs13050406","volume":"13","author":"S Sun","year":"2023","unstructured":"Sun, S., Wu, X., Xu, T.: A theoretical framework for a mathematical cognitive model for adaptive learning systems. Behav. Sci. 13, 406 (2023). https:\/\/doi.org\/10.3390\/bs13050406","journal-title":"Behav. Sci."},{"issue":"4","key":"25_CR2","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1037\/h0061626","volume":"55","author":"EC Tolman","year":"1948","unstructured":"Tolman, E.C.: Cognitive maps in rats and men. Psychol. Rev. 55(4), 189\u2013208 (1948). https:\/\/doi.org\/10.1037\/h0061626","journal-title":"Psychol. Rev."},{"key":"25_CR3","volume-title":"The Structure of Decision: Cognitive Maps of Political Elites","author":"R Axelrod","year":"1976","unstructured":"Axelrod, R.: The Structure of Decision: Cognitive Maps of Political Elites. University Press, Princeton (1976)"},{"key":"25_CR4","volume-title":"Discrete Mathematical Models, with Applications to Social, Biological, and Environmental Problems","author":"FS Roberts","year":"1976","unstructured":"Roberts, F.S.: Discrete Mathematical Models, with Applications to Social, Biological, and Environmental Problems. Prentice-Hall, Englewood Cliffs (1976)"},{"key":"25_CR5","unstructured":"Atkin, R., Casti, J.L.: Polyhedral Dynamics and the Geometry of Systems. IIASA Research Report. IIASA, Laxenburg, Austria: RR\u201377\u2013006 (1977)."},{"key":"25_CR6","doi-asserted-by":"publisher","first-page":"621","DOI":"10.1007\/s40747-020-00228-2","volume":"7","author":"E Bakhtavar","year":"2021","unstructured":"Bakhtavar, E., Valipour, M., Yousefi, S., et al.: Fuzzy cognitive maps in systems risk analysis: a comprehensive review. Complex Intell. Syst. 7, 621\u2013637 (2021). https:\/\/doi.org\/10.1007\/s40747-020-00228-2","journal-title":"Complex Intell. Syst."},{"key":"25_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/(SICI)1098-111X(200001)15:1<1::AID-INT1>3.0.CO;2-V","volume":"15","author":"JR Cole","year":"2000","unstructured":"Cole, J.R., Persichitte, K.A.: Fuzzy cognitive mapping: applications in education. Int. J. Intell. Syst. 15, 1\u201325 (2000)","journal-title":"Int. J. Intell. Syst."},{"key":"25_CR8","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/S0020-7373(86)80040-2","volume":"1","author":"B Kosko","year":"1986","unstructured":"Kosko, B.: Fuzzy cognitive maps. Int. J. Man-Mach. Stud. 1, 65\u201375 (1986)","journal-title":"Int. J. Man-Mach. Stud."},{"key":"25_CR9","first-page":"567","volume-title":"Virtual Worlds as Fuzzy Dynamic Systems, Technology for \u041cultimedia","author":"J Dickerson","year":"1998","unstructured":"Dickerson, J., Kosko, B.: Virtual Worlds as Fuzzy Dynamic Systems, Technology for \u041cultimedia, pp. 567\u2013603. New York, IEEE Press (1998)"},{"issue":"4","key":"25_CR10","first-page":"91","volume":"1","author":"JA Aguilar","year":"2002","unstructured":"Aguilar, J.A.: Dynamic fuzzy-cognitive-map approach based on random neural networks. Int. J. Comput. Cognit. 1(4), 91\u2013107 (2002)","journal-title":"Int. J. Comput. Cognit."},{"issue":"225","key":"25_CR11","first-page":"70","volume":"2","author":"II Rumyk","year":"2020","unstructured":"Rumyk, I.I.: Application of cognitive tools in research of economic models of food supply. Format. Market Relat. Ukraine 2(225), 70\u201380 (2020)","journal-title":"Format. Market Relat. Ukraine"},{"key":"25_CR12","unstructured":"Zaika, V.I., Zihunov, O.M., Kyshenko, V.D.: Cognitive modeling of behavior dynamic technological processes sugar juice production. Avtomatyzatsiia tekhnolohichnykh i biznes\u2013protsesiv 4, 78\u201384 (2014)."},{"key":"25_CR13","first-page":"11","volume":"2","author":"O Tkachenko","year":"2019","unstructured":"Tkachenko, O.: Cognitive modeling of composite systems. Tsyfrova platforma: informatsiini tekhnolohii v sotsiokulturnii sferi. 2, 11\u201319 (2019)","journal-title":"Tsyfrova platforma: informatsiini tekhnolohii v sotsiokulturnii sferi."},{"key":"25_CR14","unstructured":"Yaldin, I.V.: Cognitive modeling in the forecast of strategy scenarios of steady development of business integrated structure. Problemy ekonomiky 142\u2013150 (2011)"},{"key":"25_CR15","first-page":"13","volume":"7","author":"OP Gozhiy","year":"2013","unstructured":"Gozhiy, O.P.: Building dynamic models based on fuzzy cognitive maps for solving scenario planning problems. Bullet. Lviv State Univ. Life Safety 7, 13\u201317 (2013)","journal-title":"Bullet. Lviv State Univ. Life Safety"},{"key":"25_CR16","unstructured":"Carvalho, J.: Rule Based Fuzzy Cognitive Maps: Fuzzy Causal Relations. Computational Intelligence for Modeling, Control and Automation: Evolutionary Computation and Fuzzy Logic for Intelligent Control, Knowledge Acquisition and Information Retrieval. www.Inescid.pt\/pt\/indicadores\/Ficheiros\/1894.pdf."},{"issue":"12","key":"25_CR17","doi-asserted-by":"publisher","first-page":"7581","DOI":"10.1016\/j.eswa.2010.04.085","volume":"37","author":"J Salmeron","year":"2010","unstructured":"Salmeron, J.: Modelling grey uncertainty with fuzzy grey cognitive maps. Exp. Syst. Appl. 37(12), 7581\u20137588 (2010)","journal-title":"Exp. Syst. Appl."},{"key":"25_CR18","volume-title":"Fuzzy Cognitive Maps and Neutrosophic Cognitive Maps","author":"V Kandasamy","year":"2003","unstructured":"Kandasamy, V., Smarandache, F.: Fuzzy Cognitive Maps and Neutrosophic Cognitive Maps. Xiquan, Phoenix (2003)"},{"issue":"5","key":"25_CR19","doi-asserted-by":"publisher","first-page":"760","DOI":"10.1109\/91.963762","volume":"9","author":"Y Miao","year":"2001","unstructured":"Miao, Y., Liu, Z.Q., Siew, C.K., Miao, C.Y.: Dynamical cognitive network: an extension of fuzzy cognitive map. IEEE Trans. Fuzzy Syst. 9(5), 760\u2013770 (2001)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"25_CR20","unstructured":"Salieva, O.V.: Models and tools for assessing the security level of information protection systems based on cognitive modeling. In: Vinnytsia: Vinnytsia National Technical University. Lviv Polytechnic National University, Lviv (2021)"},{"key":"25_CR21","doi-asserted-by":"publisher","first-page":"80","DOI":"10.3390\/joitmc8020080","volume":"8","author":"O Shulha","year":"2022","unstructured":"Shulha, O., Yanenkova, I., Kuzub, M., Muda, I., Nazarenko, V.: Banking information resource cybersecurity system modeling. J. Open Innov. Technol. Mark. Complex. 8, 80 (2022). https:\/\/doi.org\/10.3390\/joitmc8020080","journal-title":"J. Open Innov. Technol. Mark. Complex."},{"issue":"3","key":"25_CR22","first-page":"187","volume":"25","author":"CW Choi","year":"1986","unstructured":"Choi, C.W., Jeong, J.Y., Hwang, M.S., Jung, K.K., Lee, H.M., Lee, K.H.: Risk communication study for nanotechnology using risk cognitive map. J. Environ. Toxicol. 25(3), 187\u2013195 (1986)","journal-title":"J. Environ. Toxicol."},{"key":"25_CR23","volume-title":"Methodology of Integrated Management of Deviations in Projects","author":"OB Danchenko","year":"2015","unstructured":"Danchenko, O.B.: Methodology of Integrated Management of Deviations in Projects. KROK University of Economics and Law, Kyiv (2015)"},{"key":"25_CR24","unstructured":"Tkach, Yu.M.: Construction of fuzzy cognitive maps for the assessment of information risks of a higher educational institution. Bullet. Chernihiv State Univ. Technol. Ser.: Tech. Sci. 2(73), 149\u2013153 (2014)"},{"key":"25_CR25","unstructured":"Stylios, Ch.D., et al.: Mathematical formulation of fuzzy cognitive maps. In: Proceedings of the 7th Mediterranean Conference on Control and Automation. Nicosia, Cyprus: Mediterranean Control Association, pp. 2251\u20132261 (1999)"},{"key":"25_CR26","doi-asserted-by":"publisher","unstructured":"Soni, S., Kanhaiya, L.: Learner model for automatic detection of learning style using FCM in adaptive e-learning system. IOSR J. Comput. Eng. 18(2), Ver. IV, 18\u201324 (2016). https:\/\/doi.org\/10.9790\/0661-1802041824","DOI":"10.9790\/0661-1802041824"},{"issue":"3","key":"25_CR27","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh, L.A.: Fuzzy sets. Inform. Control 8(3), 338\u2013353 (1965)","journal-title":"Inform. Control"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Information Technology for Education, Science, and Technics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-71804-5_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,7]],"date-time":"2024-10-07T05:06:48Z","timestamp":1728277608000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-71804-5_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031718038","9783031718045"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-71804-5_25","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"type":"print","value":"2367-4512"},{"type":"electronic","value":"2367-4520"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"8 October 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ITEST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Scientific-Practical Conference \"Information Technology for Education, Science and Technics\"","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cherkasy","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ukraine","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 May 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 May 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"itest2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/itest.chdtu.edu.ua\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}