Metrics for Evaluating Explainable Recommender Systems

Recommender systems aim to support their users by reducing information overload so that they can make better decisions. Recommender systems must be transparent, so users can form mental models about the system’s goals, internal state, and capabilities, that are in line with their actual design. Explanations and transparent behaviour of the...

Regulatory supervision with computational audit in international supply chains

Nowadays, as international trade with cross-border logistics increases, the administrative burden of regulatory authorities has been dramatically raised. In order to reduce repetitive and redundant supervisory controls and promote automatic administration procedures, electronic data interchange (EDI) 1 and other forms of information sharing...

Antecedents of big data quality: An empirical examination in financial service organizations

Big data has been acknowledged for its enormous potential. In contrast to the potential, in a recent survey more than half of financial service organizations reported that big data has not delivered the expected value. One of the main reasons for this is related to data quality. The objective of this research is to identify the antecedents of...

Information exchange in global logistics chains: An application for model-based auditing,

An integrated data pipeline has been proposed to meet requirements for visibility, supervision and control in global supply chains. How can data integration be used for risk assessment, monitoring and control in global supply chains? We argue that concepts from model-based auditing can be used to model the ‘ideal’ flow of money and goods, and by...

Principles of double entry bookkeeping in an automated control environment

Developments in auditing, such as continuous auditing or compliance by design, presuppose detailed models of economic transactions, often modelled as value cycles using a money measure. Automated control environments require an automated mechanism to ensure data integrity. Data integrity is not a given, but needs to be established. From a model...

Information Exchange in Global Logistics Chains: An application for Model-based Auditing (abstract)

An integrated data pipeline has been proposed to meet requirements for supply chain visibility and control. How can data integration be used for risk assessment, monitoring and control in global supply chains? We argue that concepts from model-based auditing can be used to model the ‘ideal’ flow of money and goods, and by identifying...

Information exchange in global logistics chains: An application for model-based auditing (abstract)

An integrated data pipeline has been proposed to meet requirements for supply chain visibility and control. How can data integration be used for risk assessment, monitoring and control in global supply chains? We argue that concepts from model-based auditing can be used to model the ‘ideal’ flow of money and goods, and by identifying...

Towards Legal Knowledge Management Systems for Regulatory Compliance

Maintaining regulatory compliance is an increasing concern. Legal Knowledge Management systems could support the work of compliance managers. However, there are challenges to overcome, of interpreting legal knowledge and mapping it onto business processes. In this discussion paper we determine requirements for Legal Knowledge Management systems...