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Management Information Systems Commons™
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Full-Text Articles in Management Information Systems
Discovering Software Reliability Patterns Based On Multiple Software Projects, Yi Liu, Gerald Adkins, Jeng-Foung Yao, Gita Williams
Discovering Software Reliability Patterns Based On Multiple Software Projects, Yi Liu, Gerald Adkins, Jeng-Foung Yao, Gita Williams
Journal of International Technology and Information Management
Discovering patterns that indicate software reliability provides valuable information to software project managers. Software Quality Classification (SQC) modeling is a methodology that can be used to discover reliability patterns of large software projects. However, the patterns found by SQC modeling may not be accurate and robust owing to insufficient information used in the training process. This study compares two genetic programming-based SQC models using different volumes of data. These data were extracted from seven different NASA software projects. The results demonstrate that combining data from different projects can produce more accurate and reliable patterns.
The Development Of A Thorough Test Plan In The Analysis Phase Leading To More Successful Software Development Projects, Jim Nindel-Edwards, Gerhard Steinke
The Development Of A Thorough Test Plan In The Analysis Phase Leading To More Successful Software Development Projects, Jim Nindel-Edwards, Gerhard Steinke
Journal of International Technology and Information Management
A critical problem in many software development projects is missing some important requirements until late in the development life cycle. Building a thorough test plan very early in the product development cycle has the potential for early discovery of missing requirements with attendant reduction in project costs and schedule improvement. Key to the success of this approach is the understanding that mature tests often go beyond the documented requirements for applications and into exploring the boundaries of the application domain where missing requirements are often uncovered. In addition, the test methodology of looking at features from multiple users’ perspectives and …