Using static and dynamic impact analysis for effort estimation
Joint Authors
Kama, Nazri
Basri, Sufyan
Ismail, Sayfi Adli
Ibrahim, Ruslina
Source
The International Arab Journal of Information Technology
Issue
Vol. 16, Issue 2 (31 Mar. 2019), pp.163-170, 8 p.
Publisher
Publication Date
2019-03-31
Country of Publication
Jordan
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Abstract EN
Effort estimation undoubtedly happens in both software maintenance and software development phases.
Researchers have been inventing many techniques to estimate change effort prior to implementing the actual change and one of the techniques is using impact analysis.
A challenge of estimating a change effort during developing a software is the management of inconsistent states of software artifacts i.e., partially completed and to be developed artifacts.
Our paper presents a novel model for estimating a change effort during the software development phase through integration between static and dynamic impact analysis.
Three case studies of software development projects have been selected to evaluate the effectiveness of the model using the Mean Magnitude of Relative Error (MMRE) and Percentage of Prediction (PRED) metrics.
The results indicated that the model has 22% MMRE relative error on average and the accuracy of our prediction was more than 75% across all case studies.
American Psychological Association (APA)
Kama, Nazri& Ibrahim, Ruslina& Basri, Sufyan& Ismail, Sayfi Adli. 2019. Using static and dynamic impact analysis for effort estimation. The International Arab Journal of Information Technology،Vol. 16, no. 2, pp.163-170.
https://search.emarefa.net/detail/BIM-894965
Modern Language Association (MLA)
Kama, Nazri…[et al.]. Using static and dynamic impact analysis for effort estimation. The International Arab Journal of Information Technology Vol. 16, no. 2 (Mar. 2019), pp.163-170.
https://search.emarefa.net/detail/BIM-894965
American Medical Association (AMA)
Kama, Nazri& Ibrahim, Ruslina& Basri, Sufyan& Ismail, Sayfi Adli. Using static and dynamic impact analysis for effort estimation. The International Arab Journal of Information Technology. 2019. Vol. 16, no. 2, pp.163-170.
https://search.emarefa.net/detail/BIM-894965
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 169-170
Record ID
BIM-894965