Paper Info
Title
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.
Year
DOI
Venue
2012
10.1145/2457276.2457305
MEDES
Keywords
Field
DocType
previous experience,similar use-cases,similar decision,project estimation,comparative database,use case,search parameter value,value estimation,parameterized use case model,fuzzy rule,use case parameter,important part,product metrics,cost estimation
Data mining,Parameterized complexity,Competence (human resources),Use case,Use Case Diagram,Computer science,Fuzzy logic,Estimation,Cost estimate,Artificial intelligence,Product metric,Machine learning
Conference
Citations 
PageRank 
References 
1
0.36
10
Authors
7
Name
Order
Citations
PageRank
Jakub Štolfa11310.23
Ondřej Koběrský210.36
Martin Kopka372.59
Krömer Pavel433059.99
Svatopluk Štolfa52513.96
Jan Kožusznik621.41
Václav Snasel71261210.53