Value estimation of the use case parameters using SOM and fuzzy rules

Abstract

Many decisions during making a project estimation and planning are based on previous experience and competency of a manager. Evaluated completed projects provide rich knowledge about similar decisions and reality. This paper focuses on the approach how to estimate value of specific parameters of the projects utilizing parameterized use case model. The proven methods are used -- SOM for grouping similar use-cases and fuzzy rules for calculating the search parameter value. An important part of the approach there is to build up and maintain comparative database of valued use cases.

DOI: 10.1145/2457276.2457305

Cite this paper

@inproceedings{Stolfa2012ValueEO, title={Value estimation of the use case parameters using SOM and fuzzy rules}, author={Jakub Stolfa and Ondrej Kobersky and Martin Kopka and Pavel Kr{\"{o}mer and Svatopluk Stolfa and Jan Kozuszn{\'i}k and V{\'a}clav Sn{\'a}sel}, booktitle={MEDES}, year={2012} }