{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T08:08:11Z","timestamp":1780387691289,"version":"3.54.1"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032164506","type":"print"},{"value":"9783032164513","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1007\/978-3-032-16451-3_21","type":"book-chapter","created":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T05:03:19Z","timestamp":1770699799000},"page":"320-347","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Mitigating Authentication Risks Through AI-Coaching: An Adaptive Dynamical System Analysis"],"prefix":"10.1007","author":[{"given":"Yorick","family":"Jansen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jan","family":"Treur","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter H. M. P.","family":"Roelofsma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,2,11]]},"reference":[{"issue":"8","key":"21_CR1","doi-asserted-by":"publisher","first-page":"e0255503","DOI":"10.1371\/journal.pone.0255503","volume":"16","author":"R Bhalwankar","year":"2021","unstructured":"Bhalwankar, R., Treur, J.: Modeling learner-controlled mental model learning processes by a second-order adaptive network model. PLoS ONE 16(8), e0255503 (2021)","journal-title":"PLoS ONE"},{"issue":"5","key":"21_CR2","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1006\/ijhc.1999.0249","volume":"50","author":"FMT Brazier","year":"1999","unstructured":"Brazier, F.M.T., Treur, J.: Compositional modelling of reflective agents. Int. J. Hum. Comput. Stud. 50(5), 407\u2013431 (1999)","journal-title":"Int. J. Hum. Comput. Stud."},{"key":"21_CR3","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.cogsys.2021.12.003","volume":"73","author":"G Canbalo\u011flu","year":"2022","unstructured":"Canbalo\u011flu, G., Treur, J., Roelofsma, P.H.M.P.: Computational modeling of organisational learning by self-modeling networks. Cogn. Syst. Res. 73, 51\u201364 (2022)","journal-title":"Cogn. Syst. Res."},{"key":"21_CR4","doi-asserted-by":"crossref","unstructured":"Canbalo\u011flu, G., Treur, J., Wiewiora, A. (eds.). Computational Modeling of Multilevel Organisational Learning and its Control Using Self-Modeling Network Models. Springer Nature (2023)","DOI":"10.1007\/978-3-031-28735-0"},{"key":"21_CR5","doi-asserted-by":"publisher","unstructured":"Cornelissen, F., Jonker, C.M., Treur, J.: Compositional verification of knowledge-based systems: a case study for diagnostic reasoning. In: Plaza, E., Benjamins, R. (eds.) Knowledge Acquisition, Modeling and Management. Proceedings EKAW 1997. Lecture Notes in Computer Science, vol. 1319, pp. 65\u201380. Springer, Berlin, Heidelberg (1997). https:\/\/doi.org\/10.1007\/BFb0026778","DOI":"10.1007\/BFb0026778"},{"key":"21_CR6","doi-asserted-by":"publisher","first-page":"522","DOI":"10.2307\/259140","volume":"24","author":"MM Crossan","year":"1999","unstructured":"Crossan, M.M., Lane, H.W., White, R.E.: An organizational learning framework: from intuition to institution. Acad. Manag. Rev. 24, 522\u2013537 (1999)","journal-title":"Acad. Manag. Rev."},{"key":"21_CR7","unstructured":"Farik, M., Lal, N., Prasad, S.: A review of authentication methods. Int. J. Sci. Technol. Res. 5, 246\u2013249 (2016). https:\/\/www.researchgate.net\/publication\/311514269"},{"key":"21_CR8","doi-asserted-by":"publisher","unstructured":"Hamilton, S.S., Carlisle, M.C., Hamilton, J.A.: A global look at authentication.\u00a0In: 2007 IEEE SMC Information Assurance and Security Workshop, West Point, NY, USA (2007). https:\/\/doi.org\/10.1109\/IAW.2007.381906","DOI":"10.1109\/IAW.2007.381906"},{"issue":"1","key":"21_CR9","first-page":"37","volume":"35","author":"DH Kim","year":"1993","unstructured":"Kim, D.H.: The link between individual and organizational learning. Sloan Manage. Rev. 35(1), 37\u201351 (1993)","journal-title":"Sloan Manage. Rev."},{"key":"21_CR10","doi-asserted-by":"publisher","unstructured":"Kizza, J.M.: Authentication. In: Guide to Computer Network Security. Texts in Computer Science. Springer, Cham (2024). https:\/\/doi.org\/10.1007\/978-3-031-47549-8_10","DOI":"10.1007\/978-3-031-47549-8_10"},{"key":"21_CR11","unstructured":"Maes, P., Nardi, D.: (eds.): Meta-level Architectures and Reflection. North-Holland (1988)"},{"key":"21_CR12","unstructured":"Mestour, W., Treur, J., Hendrikse, S.C.F., Roelofsma, P.H.M.P.: Integration of nonlinear computational methods and risk assessment methods applied for cybersecurity. In: Roelofsma, P.H.M.P., Barelds, N.F., Bouma, D., Mestour, W., Van den Hout, N.J., Treur, J. (eds.): Computational Analysis of Human and Organisational Decision Processes for the Control of Risk Management and Cybersecurity: A Multilevel Adaptive Dynamical System Modeling Approach, Ch 3. Springer Nature (2025)"},{"key":"21_CR13","doi-asserted-by":"crossref","unstructured":"Mestour, W., Treur, J., Hendrikse, S.C.F., Roelofsma, P.H.M.P.: Computational analysis of multi-adaptivity for empathic responding and bonding for an AI Coach. In: Proceeding of the 13th International Conf. on Frontiers of Intelligent Computing: Theory and Applications, FICTA-2025. Smart Innovation, Systems and Technologies Series, Springer Nature (2025)","DOI":"10.1007\/978-3-032-20121-8_22"},{"key":"21_CR14","doi-asserted-by":"crossref","unstructured":"Mestour, W., Treur, J., Roelofsma, P.H.M.P., Hendrikse, S.C.F.: An integrative network modeling approach for the interplay of emotion contagion, empathic responding, and interpersonal emotion regulation for an AI coach. In: Proceeding of the 17th International Conference on Computational Collective Intelligence, ICCCI 2025, Lecture Notes in AI, Springer Nature (2025)","DOI":"10.1007\/978-3-032-09321-9_4"},{"key":"21_CR15","doi-asserted-by":"crossref","unstructured":"Meyer, J.J., Treur, J. (eds.): Dynamics and Management of Reasoning Processes. Springer Science & Business Media (2001)","DOI":"10.1007\/978-94-017-1743-4"},{"key":"21_CR16","doi-asserted-by":"publisher","unstructured":"Ometov, A., Bezzateev, S., M\u00e4kitalo, N., Andreev, S., Mikkonen, T., Koucheryavy, Y.: Multi-factor authentication: a survey. Cryptography 2(1), 1 (2018). https:\/\/doi.org\/10.3390\/cryptography2010001","DOI":"10.3390\/cryptography2010001"},{"key":"21_CR17","doi-asserted-by":"crossref","unstructured":"Rawal, B. S., Manogaran, G., Peter, A.: Cybersecurity and Identity Access Management. Springer (2023). https:\/\/link.springer.com\/book\/10.1007\/978-981-19-2658-7","DOI":"10.1007\/978-981-19-2658-7"},{"key":"21_CR18","doi-asserted-by":"publisher","unstructured":"Rizzi, S.: What-if analysis. In: Liu, L., \u00d6zsu, M.T. (eds.) Encyclopedia of Database Systems. Springer, New York, NY (2018). https:\/\/doi.org\/10.1007\/978-1-4614-8265-9_466","DOI":"10.1007\/978-1-4614-8265-9_466"},{"key":"21_CR19","unstructured":"Roelofsma, P.H.M.P., Barelds, N.F., Bouma, D., Mestour, W., Van den Hout, N.J., Treur, J. (eds.): Computational Analysis of Human and Organisational Decision Processes for the Control of Risk Management and Cybersecurity: A Multilevel Adaptive Dynamical System Modeling Approach. Springer Nature (2025)"},{"key":"21_CR20","doi-asserted-by":"publisher","unstructured":"Roelofsma, P.H.M.P., Jabeen, F., Taal, H.R., Treur, J.: Using shared mental models and organisational learning to support safety and security through cyberspace: a computational analysis approach (2025). https:\/\/doi.org\/10.1007\/978-3-031-72075-8","DOI":"10.1007\/978-3-031-72075-8"},{"key":"21_CR21","doi-asserted-by":"publisher","unstructured":"Sepczuk, M., Kotulski, Z.: A new risk-based authentication management model oriented on user\u2019s experience. Comput. Secur. 73, 17\u201333 (2018). https:\/\/doi.org\/10.1016\/j.cose.2017.10.002","DOI":"10.1016\/j.cose.2017.10.002"},{"issue":"3","key":"21_CR22","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1002\/int.4550060304","volume":"6","author":"J Treur","year":"1991","unstructured":"Treur, J.: On the use of reflection principles in modelling complex reasoning. Int. J. Intell. Syst. 6(3), 277\u2013294 (1991)","journal-title":"Int. J. Intell. Syst."},{"key":"21_CR23","doi-asserted-by":"crossref","unstructured":"Treur, J.: Temporal semantics of meta-level architectures for dynamic control of reasoning. In: Fribourg, L., Turini, F. (eds.) Logic Program Synthesis and Transformation \u2014 Meta-Programming in Logic. Proceedings META LOPSTR 1994. Lecture Notes in Computer Science, vol. 883, pp 353\u2013376. Springer, Berlin, Heidelberg (1994)","DOI":"10.1007\/3-540-58792-6_22"},{"issue":"4","key":"21_CR24","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1007\/s40595-016-0067-z","volume":"3","author":"J Treur","year":"2016","unstructured":"Treur, J.: Verification of temporal-causal network models by mathematical analysis. Vietnam J. Comput. Sci. 3(4), 207\u2013221 (2016)","journal-title":"Vietnam J. Comput. Sci."},{"key":"21_CR25","doi-asserted-by":"crossref","unstructured":"Treur, J.: Network reification as a unified approach to represent network adaptation principles within a network. In: Proceeding of the 7th International Conference on Theory and Practice of Natural Computing, TPNC 2018. LNCS, vol. 11324, pp. 344\u2013358. Springer Publishers (2018a)","DOI":"10.1007\/978-3-030-04070-3_27"},{"key":"21_CR26","doi-asserted-by":"crossref","unstructured":"Treur, J.: Modeling multi-order adaptive processes by self-modeling networks. In: Machine Learning and Artificial Intelligence, Proceedings MLIS 2020. Frontiers in Artificial Intelligence and Applications, vol. 332, pp. 206\u2013217. IOS Press (2020)","DOI":"10.3233\/FAIA200784"},{"key":"21_CR27","doi-asserted-by":"publisher","unstructured":"Treur, J.: Network-oriented modeling for adaptive networks: designing higher-order adaptive biological, mental and social network models. Springer Nature (2020). https:\/\/doi.org\/10.1007\/978-3-030-31445-3","DOI":"10.1007\/978-3-030-31445-3"},{"key":"21_CR28","doi-asserted-by":"crossref","unstructured":"Treur, J.: Where is this leading me: stationary point and equilibrium analysis of self-modeling network models. In: Treur, J., van Ments, L. (eds.), Mental Models and their Dynamics, Adaptation and Control: a Self-Modeling Network Modeling Approach, Ch 18. Springer Nature Switzerland (2022a)","DOI":"10.1007\/978-3-030-85821-6"},{"key":"21_CR29","doi-asserted-by":"crossref","unstructured":"Treur, J.: With a little help: a modeling environment for self-modeling network models. In: Treur, J., Van Ments, L. (eds.) Mental Models and Their Dynamics, Adaptation, and Control: a Self-Modeling Network Modeling Approach, Ch. 17, pp. 467\u2013489. Springer Nature, Cham. (2022a)","DOI":"10.1007\/978-3-030-85821-6_17"},{"key":"21_CR30","doi-asserted-by":"crossref","unstructured":"Treur, J.: Does This Suit Me: Validation of Self-Modeling Network Models by Parameter Tuning. In: Treur, J., and van Ments, L. (eds.), Mental Models and their Dynamics, Adaptation and Control: a Self-Modeling Network Modeling Approach, Ch 19. Springer Nature Switzerland (2022)","DOI":"10.1007\/978-3-030-85821-6"},{"key":"21_CR31","doi-asserted-by":"crossref","unstructured":"Treur, J., Van Ments, L. (eds.): Mental Models and Their Dynamics, Adaptation and Control: A Self-Modeling Network Modeling Approach. Springer Nature, Cham, Switzerland (2022)","DOI":"10.1007\/978-3-030-85821-6"},{"key":"21_CR32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.cogsys.2021.06.004","volume":"70","author":"L Van Ments","year":"2021","unstructured":"Van Ments, L., Treur, J.: Reflections on dynamics, adaptation and control: a cognitive architecture for mental models. Cogn. Syst. Res. 70, 1\u20139 (2021)","journal-title":"Cogn. Syst. Res."},{"key":"21_CR33","doi-asserted-by":"crossref","unstructured":"Van Ments, L., Treur, J., Klein, J., Roelofsma, P.: A second-order adaptive net-work model for shared mental models in hospital teamwork. In: Nguyen, N.T., Iliadis, L., Maglogiannis, I., Trawi\u0144ski, B. (eds.), Computational Collective Intelligence: 13th Interna-tional Conference, Proceedings ICCCI 2021. Lecture Notes in AI, vol. 12876, pp. 126\u2013140. Springer Nature (2021)","DOI":"10.1007\/978-3-030-88081-1_10"},{"issue":"1\u20132","key":"21_CR34","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1016\/0004-3702(80)90015-6","volume":"13","author":"RW Weyhrauch","year":"1980","unstructured":"Weyhrauch, R.W.: Prolegomena to a theory of mechanized formal reasoning. Artif. Intell. 13(1\u20132), 133\u2013170 (1980)","journal-title":"Artif. Intell."},{"issue":"1","key":"21_CR35","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1111\/emre.12179","volume":"16","author":"A Wiewiora","year":"2019","unstructured":"Wiewiora, A., Smidt, M., Chang, A.: The \u2018how\u2019of multilevel learning dynamics: a systematic literature review exploring how mechanisms bridge learning between individuals, teams\/projects and the organization. Eur. Manag. Rev. 16(1), 93\u2013115 (2019)","journal-title":"Eur. Manag. Rev."}],"container-title":["Communications in Computer and Information Science","Computer-Human Interaction Research and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-16451-3_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T07:32:27Z","timestamp":1780385547000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-16451-3_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032164506","9783032164513"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-16451-3_21","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"11 February 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CHIRA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computer-Human Interaction Research and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Marbella","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","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":"20 October 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 October 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"chira2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/chira.scitevents.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}