Conceptual Modeling of Information Quality for System Actions

The article focuses on measuring the quality of information application for actions in a system, with a focus on the pragmatic facet of this problem. The author uses various paradigms, such as system theoretic, algebraic, category theoretic, and cybernetic, along with mathematical models, to research this aspect. The results obtained are based on the author's previous works in the field and include the concept of complex state, which consists of a measurement results substate and a higher level information substate, a set of statements about possible cause-and-effect relations in such complex states due to possible information obtained in changing conditions, and commutative diagrammatic models to explain such complex states transitions due to cause-and-effect relations.