The need for interpretable and accountable intelligent systems grows along with the
prevalence of artificial intelligence (AI) applications used in everyday life. Explainable AI …

Artificial intelligence (AI) is currently being utilized in a wide range of sophisticated
applications, but the outcomes of many AI models are challenging to comprehend and trust …

Mental models are the basis on which managers make decisions even though external
decision support systems may provide help. Research has demonstrated that more …

Explainable Artificial Intelligence (XAI) has re-emerged in response to the development of
modern AI and ML systems. These systems are complex and sometimes biased, but they …

System dynamics (SD) is a powerful methodology and computer simulation modelling
technique for framing, understanding and discussing complex issues and problems. It is …

Systems thinking is an approach to reasoning and treatment of real-world problems based
on the fundamental notion of 'system.'System here refers to a purposeful assembly of …

This paper deals with the representation of the conceptual structure of mental models of
dynamic systems (MMDS). Heretofore, this structure has not been consistently defined …

The sustainable management of natural resources largely depends on people's conceptions
of environmental systems and how they function. The mental model construct provides an …

Computer simulation models are increasingly used to support solving complex problems in
natural resource management, with social learning as subsidiary goal of the solution …

Systems thinking is recognized as an essential skill for understanding complex problem
solving and decision making associated with many of the contemporary issues faced by …