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Digital Business Engineering

topics are valid since SFE in February 2024

NIE-DBE-1What is the difference between training, validation and test set. How is this used with Artificial Neural Networks?DA-DMI
NIE-DBE-2How do you know that one classification technique works better than another?DA-DMI
NIE-DBE-3In the realm of data analysis and machine learning, discuss the challenges associated with distinguishing between identified patterns and true underlying relationships in data. Consider concepts such as overfitting, generalization, and the trade-off between recognizing patterns and uncovering genuine patterns in the data.DA-DMI
NIE-DBE-4How would you describe the relationship between IT Governance, I&T Risk Management and I&T Security Management?DA-DRS
NIE-DBE-5Describe the standards landscape on I&T Security and discuss the benefits/drawbacks of one of the key standards.DA-DRS
NIE-DBE-6In I&T Risk management a distinction is made between quantitative and qualitative risk analysis methods. Discuss the key characteristics of both and their respective benefits and drawbacks.DA-DRS
NIE-DBE-7Discuss the importance for an organisation of defining their risk appetite, and some of the challenges they can encounter when doing so.DA-DRS
NIE-DBE-8Explain the importance of “The Heresy of Innovation”. Relate this to the concept of “Market-Creating Innovations” in Digital Innovation.DD-DIN
NIE-DBE-9Explain the central role of the concept of Creative Destruction in the economics of innovation.DD-DIN
NIE-DBE-10Explain the concept of Disruptive Innovation in the context of Digital Innovation.DD-DIN
NIE-DBE-11Explain the core concepts of the “Enterprise Governance of IT theory” and their relationship. Give for each of the concepts an example of how you could measure it.DD-DSG
NIE-DBE-12Alignment is the mediator that links Governance to Value. What are the different dimensions of this construct, and what are common difficulties that organizations experience when aligning business and IT (i.e., barriers)?DD-DSG
NIE-DBE-13Explain the relationship between the COBIT objectives and the “Enterprise Governance of IT theory” to create IT-enabled business value.DD-DSG
NIE-DBE-14The IT Balanced Scorecard can give managers the practical guidance to link different kinds of goals and measures. Explain how the different dimensions of the IT Balanced Scorecard can be linked in terms of lead and lag indicators.DD-DSG
NIE-DBE-15Explain a membership economy, to be distinguished from a transactional economy.DD-SMN
NIE-DBE-16To what extent is corporate governance and ESG important for strategists?DD-SMN
NIE-DBE-17How do the 5 Forces in Michael Porter’s model help us to define the firm’s strategy?DD-SMN
NIE-DBE-18Explain: theoretical foundations of evolvable software systems, principles and laws, system stability, normalized systems, combinatorial effect, the topic of modularity. History of evolvable software system approaches.NIE-NSS/DA-SEA
NIE-DBE-19Explain: ensuring software evolvability using NSS, principles, design patterns, architecture, code generation.NIE-NSS/DA-SEA
NIE-DBE-20Explain: theory of NSS and its application in domains other than software systems domain.NIE-NSS/DA-SEA
NIE-DBE-21Explain the need for, and role of, continuous rejuvenation in NS theory, and how this is realized in NS theory & toolsNIE-NSS/DA-SEA

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