NDLI: Bayesian Networks applied to Software IV&V

Content Provider	IEEE Xplore Digital Library
Author	Pai, G. Bechta-Dugan, J. Lateef, K.
Copyright Year	2005
Description	Author affiliation: Dept. of ECE, Virginia Univ., Charlottesville, VA (Pai, G.; Bechta-Dugan, J.)
Abstract	In this paper, we describe how Bayesian networks can be used to merge quantitative and qualitative information to support IV&V of use cases. Essentially, simple metrics from the use cases are computed, which are then input to a Bayesian network. This network models the relationships between the observable parameters of an IV&V process for use cases, and the desired features of the requirements specifications. The output of the network is an assessment of the maturity of the requirements, in terms of the probability that they exhibit the desired properties. We apply our proposed approach to a real system: a software simulator built to test attitude control for an aerospace system, to illustrate how IV&V can be quantitatively supported
Starting Page	293
Ending Page	304
File Size	424550
Page Count	12
File Format	PDF
ISBN	0769523064
DOI	10.1109/SEW.2005.20
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-04-06
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Bayesian methods Unified modeling language Aerospace testing Software testing System testing Aerospace simulation Aerospace control Aerospace engineering Error correction Performance analysis software reliability engineering. Use cases software requirements speci.cations probabilistic networks independent veri.cation and validation
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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