A computer-assisted mathematical modeling system based on an advanced interactive methodology is presented. The system aims at the extraction of a trade-off between human mental models and regression-type models based on the use of numerical data, by using a flexible combination of statistical methods and graph-theoretical analysis. One of the main advantages of using this system is the facilities for the structuring of both mental and mathematical models