Title :
Comparison of Functional Size Based Estimation and Story Points, Based on Effort Estimation Effectiveness in SCRUM Projects
Author :
Ungan, Erdir ; Cizmeli, Numan ; Demirors, Onur
Author_Institution :
Bilgi Grubu Software Res., Training, Consultancy Ltd., Ankara, Turkey
Abstract :
In this study, we compared the effectiveness of two approaches to effort estimation for organizations utilizing SCRUM. We compared SCRUM´s native effort estimation method Story Points and poker planning, with effort estimation models based on COSMIC Function Points (CFP) for a selection of projects. We utilized different regression models and ANN methodology to develop estimation model from the backlog stories. Results indicated that, estimation model built with COSMIC measurement results prove to be a better method for effort estimation than SCRUM´s story points.
Keywords :
neural nets; regression analysis; software development management; ANN methodology; COSMIC measurement; SCRUM projects; artificial neural networks; effort estimation effectiveness; functional size based estimation; project selection; regression models; story points; Accuracy; Analytical models; Estimation; Organizations; Planning; Size measurement; Software; COSMIC; SCRUM; Story Points; effort estimation;
Conference_Titel :
Software Engineering and Advanced Applications (SEAA), 2014 40th EUROMICRO Conference on
Conference_Location :
Verona
DOI :
10.1109/SEAA.2014.83
