Title :
A survey on software effort estimation techniques
Author :
Rastogi, Harsha ; Dhankhar, Swati ; Kakkar, Misha
Author_Institution :
Comput. Sci. & Eng., Amity Univ., Noida, India
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;
Conference_Titel :
Confluence The Next Generation Information Technology Summit (Confluence), 2014 5th International Conference -
Conference_Location :
Noida
Print_ISBN :
978-1-4799-4237-4
DOI :
10.1109/CONFLUENCE.2014.6949367