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Composing and reusing services is the main advantage of Service Oriented Software Engineering (SOSE). Faced with the large amount of Web services which are available on World Wide Web, how to select and recommend suitable Web services becomes a key issue in service computing. The most popular service recommendation technique is QoS-based Collaborate Filtering (CF) with user-service QoS matrix. However,...
Along with more than 30 years' development, the current Internet architecture is facing more serious technical challenges, and many countries around the world have started relevant researches on future Internet. In this paper we first analyze the main drawbacks of the existing Internet architecture, and then introduce the future development tendency of communication networks. Considering the theoretical...
With the rapid development of online shopping, the ability to intelligently collect and analyze information about E-shoppers has become a key source of competitive advantage for firms. This paper presents an optimal algorithm of modeling dynamic architecture for artificial neural networks (ANN) and a novel machine-learning algorithm for extracting rules from databases via using genetic algorithm....
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