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Article
Open AccessManagement of National eID Infrastructure as a State-Critical Asset and Public-private Partnership: Learning from the Case of Estonia
In the management of national electronic identity (eID) infrastructure, cooperation between public and private parties becomes more and more important, as the mutual dependencies between the provision of e-ser...
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Article
Open AccessA Theory of Secure and Efficient Implementation of Electronic Money
Scalable and secure implementation of central bank digital currencies (CBDC) has been a challenge. Blockchains provide high operator-independent security and enable central banks to outsource CBDC operations w...
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Article
Large-Scale Commonsense Knowledge for Default Logic Reasoning
Commonsense reasoning (CSR) is the ability to reason about everyday situations. In artificial intelligence systems, such reasoning requires extensive background knowledge. We implement an integration pipeline ...
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Chapter and Conference Paper
How Domain Engineering Can Help to Raise Adoption Rates of Artificial Intelligence in Healthcare
Regardless of the often-claimed success of artificial intelligence (AI) and machine learning (ML), AI-based Digital Decision Support Systems (DDSSs) still suffer from low adoption rates. Much algorithmic resea...
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Chapter and Conference Paper
On Observing Patterns of Correlations During Drill-Down
Drill-down is a natural and extensive data analysis method that is widely used to analyse aggregate values of data at different levels of granularity. As such, drill-down has proven as an essential tool for in...
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Chapter and Conference Paper
Three-Dimensional Visualization of Legal Acts: Concept and Prototype
Legal documents, including laws, regulations, norms, and general legal texts, exert a significant influence on many aspects of our daily lives. They establish the parameters for business operations, interperso...
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Chapter and Conference Paper
The Utilization of Public-Private Partnership Frameworks in the Management of eID Projects
In this paper, we examine the nature of public and private sector cooperation in the field of electronic identity (eID). We provide an overview of existing theoretical frameworks of public-private partnership ...
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Chapter and Conference Paper
An Experimental Pipeline for Automated Reasoning in Natural Language (Short Paper)
We describe an experimental implementation of a logic-based end-to-end pipeline of performing inference and giving explained answers to questions posed in natural language. The main components of the pipeline ...
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Chapter and Conference Paper
Implementation of e-Birth Registration Systems: Potential and Challenges
This study investigates the feasibility of implementing an e-birth registration system in Iran and identifies existing methods in developed countries such as Estonia. It also identifies how replacing existing ...
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Chapter and Conference Paper
Detecting Simpson’s Paradox: A Machine Learning Perspective
The size of data collected around the world is growing exponentially, and it has become popular as big data. The volume and velocity of big data are facilitating the transition of machine learning (ML), deep l...
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Chapter and Conference Paper
Towards Unification of Statistical Reasoning, OLAP and Association Rule Mining: Semantics and Pragmatics
Over the last decades, various decision support technologies have gained massive ground in practice and theory. Out of these technologies, statistical reasoning was used widely to elucidate insights from data....
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Chapter and Conference Paper
Detecting Simpson’s Paradox: A Step Towards Fairness in Machine Learning
In the last two decades, artificial intelligence (AI) and machine learning (ML) have grown tremendously. However, understanding and assessing the impacts of causality and statistical paradoxes are still some o...
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Chapter and Conference Paper
GK: Implementing Full First Order Default Logic for Commonsense Reasoning (System Description)
Our goal is to develop a logic-based component for hybrid – machine learning plus logic – commonsense question answering systems. The paper presents an implementation GK of default logic for handling rules wit...
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Chapter and Conference Paper
An Analysis of Human Perception of Partitions of Numerical Factor Domains
In Machine learning (ML), several discretization techniques and mathematical approaches are used to partition numerical data attributes. However, cut-points retrieved by discretizing techniques often do not ma...
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Chapter and Conference Paper
Discretizing Numerical Attributes: An Analysis of Human Perceptions
To partition numerical attributes, machine learning (ML) has used a variety of discretization approaches that partition the numerical attribute into intervals. However, an effective method for discretization i...
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Chapter and Conference Paper
Why Not to Trust Big Data: Discussing Statistical Paradoxes
Big data is driving the growth of businesses, data is the money, big data is the fuel of the twenty-first century, and there are many other claims over Big Data. Can we, however, rely on big data blindly? What...
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Chapter and Conference Paper
The Role of Digital Transformation in Fostering Transparency: An e-Court System Case Study
Transparency is a crucial element in the judiciary to promote citizen confidence in courts and ensure fair case administration by court staff. Therefore, digital transformation of courts is becoming a mandator...
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Chapter
Discussing the Foundations for Interpretivist Digital Government Research
As the research domain of digital government continues to develop as an important body of scholarly research, it is important to understand the core theoretical and philosophical basis of the discipline. Yet, ...
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Chapter and Conference Paper
Unraveling the Social-Technical Complexity of Dashboards for Transformation
The need for standardized and visualized performance monitoring on a wide range of topics has become apparent in recent years
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Chapter and Conference Paper
Success and Success Factors of the Estonian E-Residency from the State and Entrepreneur Perspective
Estonia has created an effective, stable and transparent digital society, where most government services are accessible online. As the first country in the world, Estonia launched in 2014 an e-residency progra...
