Abstract
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.
Original language | Undefined/Unknown |
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Title of host publication | 22nd International Workshop on Qualitative Reasoning |
Editors | E. Bradley, L. Travé-Massuyès |
Publisher | University of Colorado |
Pages | 83-87 |
Number of pages | 5 |
Publication status | Published - 2008 |
Externally published | Yes |