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Matthijs Berkhout

Matthijs Berkhout
HU University of Applied Sciences Utrecht · Research group: Digital Smart Services

About

19
Publications
1,731
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35
Citations
Citations since 2016
19 Research Items
35 Citations
2016201720182019202020212022024681012
2016201720182019202020212022024681012
2016201720182019202020212022024681012
2016201720182019202020212022024681012

Publications

Publications (19)
Conference Paper
Organizations are executing operational decisions in fast changing environments, which increases the necessity for managing these decisions adequately. Information systems store information about such decisions in decision- and event logs that could be used for analyzing decisions. This study aims to find relevant algorithms that could be used to m...
Conference Paper
Improper use of data must be avoided, as the consequences of improper use of data can be catastrophic. In the design of information systems, ethical focus areas could help combat improper use of data. Currently, more research is available on ethical focus areas in Data Mining compared to related research fields of Data Mining, such as Decision Mini...
Conference Paper
Full-text available
Since the advent of digitization and automation there has been a greater need for analysis of business processes and decisions. Data lies at the foundation for this. In this study the mining of decisions is further defined using Process mining as a reference. These two mining methods have some overlap but there are significant differences. These ov...
Conference Paper
Full-text available
Decisions are made in fast-changing situations. To cope with this, decision mining could be utilized to support the decision-making process. Decision mining is an emerging field which could support an organizations decision-making process. For proper utilization of decision mining, possible challenges should be identified to take into account when...
Article
Full-text available
Abstract— The visual representation of Information System (IS) artefacts is an important aspect of the practical application of visual representations. However, important and known visual representation principles are often undervalued, which could lead to decreased effectiveness in using a visual representation. Decision Management (DM) is one fie...
Conference Paper
Choreography of business processes can track messages between different services. At the time of writing, there are no guidelines to draw a UML Class Diagram from the Business Process Choreography. This paper reports an experiment using a set of guidelines. Objective: Evaluate the subjects’ performance and perceptions when applying the BPc2Class-gu...
Article
Full-text available
Since an increasing amount of business decision/logic management solutions are utilized, organizations search for guidance to design such solutions. An important aspect of such a solution is the ability to guard the quality of the specified or modified business decisions and underlying business logic to ensure logical soundness. This particular cap...
Conference Paper
Decisions and business rules are essential Components of an organization. Combined, these components form a basis for securing the implementation of new laws, regulations and internal policies into processes, work instructions and information systems. To ensure proper implementation, business rule types must be taken into account, as the functions...
Conference Paper
Full-text available
The visual representation of Information System (IS) artefacts is an important aspect in the practical application of visual representations. However, important and known visual representation principles are often undervalued, which could lead to decreased effectiveness in using a visual representation. Decision Management (DM) is one field of stud...
Conference Paper
Background: Cryptocurrencies are highly valued without under- standing the health of the underlying ecosystems. Previous work shows factors which determinate the exchange rate. However, the technological determinants show decreasing significance. Objective: This paper explores whether the Open-source Software Ecosystem Health Operationalization (OS...
Chapter
Background: Cryptocurrencies are highly valued without understanding the health of the underlying ecosystems. Previous work shows factors which determinate the exchange rate. However, the technological determinants show decreasing significance. Objective: This paper explores whether the Open-source Software Ecosystem Health Operationalization (OSEH...
Conference Paper
Full-text available
During the timespan of the implementation of a system, the why and what against the actual state of the system can change. This difference is referred to as the design problem. Currently, no design problems are identified in Business Rules Management (BRM) and Business Rules Management System (BRMS) literature. To solve problems with a BRMS impleme...
Conference Paper
In the past decades, research and practice focused a lot of attention towards traceability in the context of software requirements, food supply chains, manufacturing, and aviation industry. As legislation and regulations in software systems become increasingly relevant, traceability of legal requirements is of great importance. In this study, we ai...

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