Global Education, Security, Artificial Intelligence, heuristics, Transformation Manager's Profile, Transformation Project, Enterprise Architecture and Critical Success Factor

This article analyses the role of Global Education System (GES) and proposes the Applied Holistic Mathematical Model for GES (AHMM4GES). The AHMM4GES is based on many years of research on business & educational transformations, Artificial Intelligence (AI), applied mathematics, software modelling, business & organizational engineering, skills & educational systems, financial analysis, security and enterprise architecture. The used research methodology is based on the author’s authentic mixed research method that is supported by a mainly qualitative reasoning module. AHMM4GES’s formalism mimics the human brain, by using empirical processes that are based on heuristics. The AHMM4GES is used to implement a decision-making system (or an expert system) to support a GES and uses a behaviour-driven development environment that can be easily adopted by any organization. The development environment can be used by any team member without any prior computer sciences qualifications.

The AHMM4GES is used to estimate the Role of AI based Security in GES’s (RAISGES) context and tries to estimate the roles of the giants in this domain, like the USA, China, and India; and what would be the real role of the European Union and France.

The uniqueness and originality of this research is that the AHMM4GES promotes a holistic unbundling process, the alignment of transformation strategies to support GES’ evolution. For a successful integration of AHMM4GES in projects, the manager’s profile, education, skills and role are crucial, where his decisions are supported by the selection, implementation and processing of critical success factors. The main implication is a systemic approach that is the optimal to integrate an RAI4GES.

• Agger, I., & Jensen, S. (1996). Trauma and Healing Under State Terrorism. London: ZEB Books.
• AMInfo. (2014). Middle Eastern clients in the HSBC Switzerland leaks. Swiss Leaks. Retrieved from http://ameinfo.com/luxury-lifestyle/list-middle-eastern-clients-in-the-hsbc-switzerland-leaks
• Balling, M., Lierman, F., & Mullineux, A. (2003). Technology and Finance: Challenges for Financial Markets, Business Strategies and Policy Makers. NY: Routledge.
• Buttice, C. (2020). Top 12 AI Use Cases: Artificial Intelligence in FinTech. AltaML-Techopedia. https://images.techopedia.com/top-12-ai-use-cases-artificial-intelligence-in-FinTech/2/34048
• Cearley, D., Walker, M., Burke, B. (2016). Top 10 Strategic Technology Trends for 2017.
• Cornevin, Ch. (2020). La police démantèle un vaste système de blanchiment de fraude fiscale... [Police dismantle massive tax fraud laundering scheme]. Le Figaro. France. Retrieved from https://www.lefigaro.fr/actualite-france/la-police-demantele-un-vaste-systeme-de-blanchiment-de-fraude-fiscale-20200110
• Curtis, P., & Carey, M. (2012). Committee of Sponsoring Organizations of the Treadway Commission-Risk Assessment in Practice. Deloitte & Touche LLP.
• Daellenbach, H., McNickle, D., & DYE, Sh. (2012). Management Science. Decision-making through systems thinking. 2nd edition. Plagrave Macmillian. USA.
• D’Amato, G. (1995). Switzerland: A Multicultural Country without Multicultural Policies? In Vertovec, S. & Wessendorf, S. (Eds.) The Multiculturalism Backlash: European Discourses, Policies and Practices. NY: Routledge.
• Della Croce, F., & T'kindt, V. (2002). A Recovering Beam Search algorithm for the one-machine dynamic total completion time scheduling problem, Journal of the Operational Research Society, 53:11, 1275-1280. Taylor & Francis.
• Doyle, M. (1995). Organizational transformation and renewal: a case for reframing management development. Leicester Business School, De Montfort University, Leicester. UK.
• Easterbrook, S., Singer, J., Storey, M., & Damian, D. (2008). Guide to Advanced Empirical Software Engineering-Selecting Empirical Methods for Software Engineering Research. F. Shull et al. (eds.). Springer.
• European Commission (2019). Digital Single Market. FACTSHEET / INFOGRAPHIC4 July 2019. European Commission.https://ec.europa.eu/digital-single-market/en/news/factsheet-artificial-intelligence-europe
• Farhoomand, A. (2004). Managing (e)business transformation. Palgrave. UK.
• European Union (2014). Regulation (EU) No 910/2014 of the European Par lament and of the Council - on electronic identification and trust services for electronic transactions in the internal market and repealing Directive 1999/93/EC The European Par lament and of the Council – Regulation. European Union.
• Fligstein, N., & Roehrkasse, A. F. (2016). The causes of fraud in the financial crisis of 2007 to 2009: Evidence from the mortgage-backed securities industry. American Sociological Review, 81(4), 617-643.
• Fu, Zh., & Mittnight, E. (2015). Critical Success Factors for Continually Monitoring, Evaluating and Assessing Management of Enterprise IT. ISACA.
• Gartner (2016). Gartner's 2016 Hype Cycle for ICT in India Reveals the Technologies that are Most Relevant to Digital Business in India Analysts to Explore Key Technologies and Trends at Gartner Symposium/ITxpo 2016, 15-18 November, in Goa, India. Retrieved April 3, 2018, from https://www.gartner.com/newsroom/id/3503417
• Gray, P. (1997). Artificial legal intelligence. London: Dartmouth Publishing Co.
• International Monetary Fund (2009). Switzerland: Financial Sector Assessment Program - Detailed Assessment of Observance of Financial Sector Standards and Codes. NY: International Monetary Fund.
• IIA (2004). Enterprise Risk Management — Integrated Framework. The Institute of Auditors. 
• Jonkers, H., Band, I., & Quartel, D. (2012a). ArchiSurance Case Study. The Open Group.
• Le Monde (2019). Le Prix Nobel d’économie Angus Deaton : Quand l’Etat produit une élite prédatrice [Nobel Lauréate in Economics Angus Deaton : "When the state produces a predatory elite]. Le Monde. Retrieved from https://www.lemonde.fr/idees/article/2019/12/27/angus-deaton-quand-l-etat-produit-une-elite-predatrice_6024205_3232.html
• Mačák, K. (2016). Is the International Law of Cyber Security in Crisis? Law School-University of Exeter. Exeter, United Kingdom. Cyber Power. 8th International Conference on Cyber Conflict. NATO CCD COE Publications, Tallinn.
• McCarthy, J. (1989). What is AI? Stanford University. USA. http://jmc.stanford.edu/artificial-intelligence/what-is-ai/index.html
• Mees, W. (2017). Security by Design in an Enterprise Architecture Framework. Royal Military Academy, Department CISS. Renaissancelaan 30, 1000 Brussel. NATO. Belgium.
• Murray (1996). 9 Ethical Principles. Queens Univeristy. Canada.
•  https://www.queensu.ca/teachingandlearning/modules/ethics/04_s2_01_nine_ethical_principles.html
• OECD (2011). Global Forum on Transparency and Exchange of Information for Tax Purposes Peer Review: Switzerland 2011, Phase 1. OECD Publishing, Paris.
• OECD (2014). Country Case Study 1: Lebanon. MENA-OECD ECONOMIC RESILIENCE TASK FORCE RESILIENCE IN FRAGILE SITUATIONS. 4-5 December 2018. Islamic Development Bank. Jeddah, Kingdom of Saudi Arabia. OECD.
• Ravanetti, A. (2016). Switzerland Bank on FinTech with Lighter Regulations. Crowd Valey. Retrieved September 2019, from https://news.crowdvalley.com/news/switzerland-bank-on-FinTech-with-lighter-regulations
• Rob, M., & Roy, A. (2013). THE VALUE OF IT CERTIFICATION: PERSPECTIVES FROM STUDENTS AND IT PERSONNEL. Issues in Information Systems. Volume 14, Issue 1, pp.153-161, 2013.
• https://iacis.org/iis/2013/192_iis_2013_153-161.pdf
• Richardson Ch. (2014). Pattern: Microservices architecture, available online at:
• http://microservices.io/patterns/microservices.html
• SAP (2012a). Business Process Management Business Transformation Academy. Germany.
• Schwantes, M. (2020). Research Uncovers the Value of the College Degree Choices of Jeff Bezos and Other Obscenely-Rich CEOs... INC. https://www.inc.com/marcel-schwantes/research-uncovers-college-degree-choices-of-jeff-bezos-other-obscenely-rich-ceos.html
• Stempel, J. (2019). UBS must defend against U.S. lawsuit over 'catastrophic' mortgage losses. Yahoo Finance. Yahoo. USA. Retrieved September 2019, from https://finance.yahoo.com/news/ubs-must-defend-against-u-214743943.html
• Stupples, B., Sazonov, A., & Woolley, S. (2019, July 26). UBS Whistle-Blower Hunts Trillions Hidden in Treasure Isles. Bloomberg. Retrieved from https://www.bloomberg.com/news/articles/2019-07-26/ubs-whistle-blower-hunts-trillions-hidden-in-treasure-islands
• Swissinfo (2019). Swiss launch committee on slavery reparations.  Swissinfo. https://www.swissinfo.ch/eng/history-_swiss-launch-committee-on-slavery-reparations-/45421506
• The Open Group, 2011a. The TOGAF. The Open Group.
• TOGAF Catalogs (2011). Sample catalogs, matrices and diagrams, available online at:
• http://www.opengroup.org/bookstore/catalog/i093.htm
• Trad, A. (2021a). The Security Management Concept (SMC). STF Conference. Turkey.
• Trad, A. (2021b). The Military Technology Strategy (MTS). STF Conference. Turkey.
• Trad, A., & Kalpić, D. (2011). The Selection, Training, Follow and Evaluation STF for Managers in Business Innovation Transformation Projects-A Holistic Overview. IEEE, Conference on Information Technology Interfaces. Croatia.
• Trad, A., & Kalpić, D. (2013a). The Selection, and Training framework (STF) for Managers in Business Innovation Transformation Projects - Overview of the development of the empirical model. IEEE 2013, BAME. Venice, Italy.
• Trad, A., & Kalpić, D. (2013b). 3rd position Award. The Selection and Training Framework (STF) for Managers in Business Innovation and Transformation Projects - The Design and Implementation of the Research Model, IMRA, Croatia.
• Trad, A., & Kalpić, D. (2013c). The Selection, and Training framework (STF) for Managers in Business Innovation Transformation Projects - The Literature Review. IEEE 2013, Centeris. Portugal.
• Trad, A., & Kalpić, D. (2014a). The Selection and Training Framework (STF) for Managers in Business Innovation and Transformation Projects - The profile of an Architect of adaptive business systems. IMRA, USA.
• Trad, A., & Kalpić, D. (2014b) The Selection, and Training Framework selection and training framework (STF) for Manager’s in Business Innovation Transformation Projects – Educational Recommendations. EDEN; Zagreb. Croatia.
• Trad, A., & Kalpić, D. (2016). The Business Transformation Framework for Managers in Business Innovation Transformation Projects-A heuristics decision module’s design concept. ABRMR.
• Trad, A., & Kalpić, D. (2020a). Using Applied Mathematical Models for Business Transformation. IGI Complete Author Book. IGI Global. USA.
• Trading Economics (2017a). Switzerland - GDP Annual Growth Rate. Trading Economics. Retrieved from http://www.tradingeconomics.com/
• VELLA, A., CORNE, D. and MURPHY, C. (2009), Hyper-heuristic decision tree induction. Sch. of MACS, Heriot-Watt Univ., Edinburgh, UK.
• Zaiane, S. & Ben Moussa, F. (2018). Cognitive Biases, Risk Perception, and Individual's Decision to Start a New Venture. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET). IGI Global. DOI: 10.4018/IJSSMET.2018070102