AI Extension of SQuaRE Data Quality Model

2021 IEEE 21st International Conference on Software Quality, Reliability and Security Companion (QRS-C)（2021）

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摘要

Since machine learning AI is implemented as a software-intensive system, SQuaRE, an international standard for system and software quality, is appropriate as a framework to discuss its quality. Machine learning AI depends on the training data, but the SQuaRE data quality model of ISO/IEC 25012 does not take into account the characteristics of the training data. This paper reviews the issues that s...

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关键词

Data integrity,ISO Standards,Training data,Machine learning,Software quality,Data models,Software reliability

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