Web Service Personalized Quality of Service Prediction via Reputation-Based Matrix Factorization.

IEEE Transactions on Reliability(2016)

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摘要
With the fast development of Web services in service-oriented systems, the requirement of efficient Quality of Service (QoS) evaluation methods becomes strong. However, many QoS values are unknown in reality. Therefore, it is necessary to predict the unknown QoS values of Web services based on the obtainable QoS values. Generally, the QoS values of similar users are employed to make predictions fo...
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关键词
Quality of service,Web services,Predictive models,Accuracy,Reliability,Mathematical model,Collaboration
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