An organisation’s event logs can give great insight into factors that affect the execution of their business processes by comparing different process cohorts. We have recently presented ProcessProfiler3D, a novel tool for such comparisons that supports interactive data exploration, automatic calculation of performance data and visual comparison of multiple cohorts. The approach enables the intu...

We study a problem of information retrieval and ambiguity resolution for ontology population. The process for retrieval of information in a form of a set of ontology instances is presented as a Scott information system. This representation proves termination of the process. The Scott information system is a basis for our approach to context-dependent ambiguity resolution. This system generates ...

Correlation between instances is often modelled via a kernel function using input attributes of the instances. Relational knowledge can further reveal additional pairwise correlations between variables of interest. In this paper, we develop a class of models which incorporates both reciprocal relational information and input attributes using Gaussian process techniques. This approach provides a...

strict liability is the result of philosophical ideas of lawyers in front of developments in human knowledge and complexity of social relationships. strict liability the main aim is facilitation of victim's compensation, so the proof of fault is not necessary and causation is sufficient. this type of liability is justified by various foundations of economics, society and morality. in the b...