Software testing is an important process to evaluate whether the developed software applications meet the required specifications. There is an emerging need for testing frameworks for bigdata software projects to ens...
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ISBN:
(纸本)9781665439022
Software testing is an important process to evaluate whether the developed software applications meet the required specifications. There is an emerging need for testing frameworks for bigdata software projects to ensure the quality of the bigdata applications and satisfy the user requirements. In this study, we propose a software testing framework that can be utilized in bigdataprojects both in e-science and e-commerce. In particular, we design the proposed framework to test bigdata-based recommendation applications. To show the usability of the proposed framework, we provide a reference prototype implementation and use the prototype to test a bigdata recommendation application. We apply the prototype implementation to test both functional and non-functional methods of the recommendation application. The results indicate that the proposed testing framework is usable and efficient for testing the recommendation systems that use bigdata processing techniques.
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