DocumentCode
146585
Title
A survey on software effort estimation techniques
Author
Rastogi, Harsha ; Dhankhar, Swati ; Kakkar, Misha
Author_Institution
Comput. Sci. & Eng., Amity Univ., Noida, India
fYear
2014
fDate
25-26 Sept. 2014
Firstpage
826
Lastpage
830
Abstract
A severe problem that impacts the software project is inaccurate estimation of the effort. Estimation of the software development effort remains an intricate problem. The complexity of the software and its scope are increasing alarmingly which attracts many researchers. Past the decades numerous techniques have been introduced and implemented. Many of them have given good results with acceptable error rates. In this paper, a review of general techniques and models regarding effort estimation has been done. Comparison of several approaches is subsumed and the technique that produces the most accurate result serves as a measure of selection. Every technique has its own merits and pitfalls. But there is no single technique that can do away with all the shortcomings and can be globally accepted, so hybridization of several approaches can be seen as an alternative to produce realistic estimates.
Keywords
program diagnostics; project management; software cost estimation; software development management; error rates; software complexity; software development effort estimation techniques; software project; Artificial neural networks; Computational modeling; Estimation; Predictive models; Software; Support vector machines; Unified modeling language; Effort Models; Hybrid Models; Software Effort Estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Confluence The Next Generation Information Technology Summit (Confluence), 2014 5th International Conference -
Conference_Location
Noida
Print_ISBN
978-1-4799-4237-4
Type
conf
DOI
10.1109/CONFLUENCE.2014.6949367
Filename
6949367
Link To Document