ESTIMATION OF TOTAL EFFORT AND EFFORT ELAPSED IN EACH STEP OF SOFTWARE DEVELOPMENT USING OPTIMAL BAYESIAN BELIEF NETWORK

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

ZARE BAGHIABAD FATEMEH; KHADEMI ZARE HASAN; FALLAHNEZHAD MOHAMMAD SABER; ADIBNIA FAZLOLAH

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT Year:2017 | Volume:9 | Issue:3 Page(s): 507-530

Download Full-Text

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Persian Verion

View:

976

Download:

Cites:

Information Journal Paper

Title

ESTIMATION OF TOTAL EFFORT AND EFFORT ELAPSED IN EACH STEP OF SOFTWARE DEVELOPMENT USING OPTIMAL BAYESIAN BELIEF NETWORK

Author(s)

ZARE BAGHIABAD FATEMEH | KHADEMI ZARE HASAN | FALLAHNEZHAD MOHAMMAD SABER | ADIBNIA FAZLOLAH | Issue Writer Certificate

Keywords

BAYESIAN BELIEF NETWORKQ2

ENTERPRISE RESOURCE PLANNINGQ2

MACHINE LEARNING METHODSQ1

SOFTWARE EFFORT ESTIMATIONQ1

OPTIMIZATIONQ1

Abstract

Accuracy in estimating the needed effort for software development caused SOFTWARE EFFORT ESTIMATION to be a challenging issue. Beside estimation of total effort, determining the effort elapsed in each software development step is very important because any mistakes in ENTERPRISE RESOURCE PLANNING can lead to project failure. In this paper, a BAYESIAN BELIEF NETWORK was proposed based on effective components and software development process. In this model, the feedback loops are considered between development steps provided that the return rates are different for each project. Different return rates help us determine the percentages of the elapsed effort in each software development step, distinctively. Moreover, the error measurement resulted from optimized effort estimation and the optimal coefficients to modify the model are sought. The results of the comparison between the proposed model and other models showed that the model has the capability to highly accurately estimate the total effort (with the marginal error of about 0.114) and to estimate the effort elapsed in each software development step.

Cites

No record.

References

No record.

Cite

APA: Copy

ZARE BAGHIABAD, FATEMEH, KHADEMI ZARE, HASAN, FALLAHNEZHAD, MOHAMMAD SABER, & ADIBNIA, FAZLOLAH. (2017). ESTIMATION OF TOTAL EFFORT AND EFFORT ELAPSED IN EACH STEP OF SOFTWARE DEVELOPMENT USING OPTIMAL BAYESIAN BELIEF NETWORK. JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT, 9(3 ), 507-530. SID. https://sid.ir/paper/140476/en

Vancouver: Copy

ZARE BAGHIABAD FATEMEH, KHADEMI ZARE HASAN, FALLAHNEZHAD MOHAMMAD SABER, ADIBNIA FAZLOLAH. ESTIMATION OF TOTAL EFFORT AND EFFORT ELAPSED IN EACH STEP OF SOFTWARE DEVELOPMENT USING OPTIMAL BAYESIAN BELIEF NETWORK. JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT[Internet]. 2017;9(3 ):507-530. Available from: https://sid.ir/paper/140476/en

IEEE: Copy

FATEMEH ZARE BAGHIABAD, HASAN KHADEMI ZARE, MOHAMMAD SABER FALLAHNEZHAD, and FAZLOLAH ADIBNIA, “ESTIMATION OF TOTAL EFFORT AND EFFORT ELAPSED IN EACH STEP OF SOFTWARE DEVELOPMENT USING OPTIMAL BAYESIAN BELIEF NETWORK,” JOURNAL OF INFORMATION TECHNOLOGY MANAGEMENT, vol. 9, no. 3 , pp. 507–530, 2017, [Online]. Available: https://sid.ir/paper/140476/en

Related Journal Papers