Building qualitative models is still a difficult and lengthy endeavour for domain experts. This paper discusses progress towards an automated modelling algorithm that learns Garp3 models based on a full qualitative description of the system's behaviour. In contrast with other approaches (Bridewell et al. 2008; Bratko and Šuc 2004), our algorithm attempts to learn the causality that explains the system's behaviour. The algorithm achieves good results when recreating four well-established models.
|Title of host publication||22nd International Workshop on Qualitative Reasoning|
|Editors||E. Bradley, L. Travé-Massuyès|
|Publisher||University of Colorado|
|Number of pages||5|
|Publication status||Published - 2008|