Fuzzy cognitive map based approach for software quality risk analysis

Author:

Bhatia Nitin1,Kapoor Namarta1

Affiliation:

1. DAV College, Jalandhar

Abstract

This paper presents a software risk prediction tool for risk analysis during the development of a software product. The term "Risk" refers to a problem that can threaten the success of the software project but has not happened yet. Risks are uncertain. The main objective of each organization is to provide very high quality software to their customers. The term "Quality" is a value to the person. But there is a long list of software risks that can have adverse impact on the quality of the software. It is necessary to address all the risks; otherwise, they may lead to undesireable results. Fuzzy Cognitive Maps (FCMs) describe different concepts with different aspects of the behaviour of complex systems. A software tool based upon FCM has been developed for assessing software risks. This paper describes the reasoning behind the focus on risk management during the software development process and its importance in delivering high quality software by assessing software risks during the development process using fuzzy cognitive maps.

Publisher

Association for Computing Machinery (ACM)

Reference55 articles.

1. Measuring Software Product Quality: A Survey of ISO/IEC 9126

2. Boehm B.W. 1981. Software engineering economics. Prentice Hall. 1981. Boehm B.W. 1981. Software engineering economics. Prentice Hall. 1981.

3. Charette R.N. 1989. Software engineering risk analysis and management. McGraw-Hill New York. 1989. Charette R.N. 1989. Software engineering risk analysis and management. McGraw-Hill New York. 1989.

4. Boehm B.W. 1989. Software risk management. IEEE Computer Society. 1989. Boehm B.W. 1989. Software risk management. IEEE Computer Society. 1989.

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