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The issue of information overload is quite well resolved in the area of textual documents available on the net by using the paradigm of information filtering. However, as the idea of applications of Internet is still changing and evolving into the more and more dynamic concept connected with the paradigm of Web services, there also appears a need for filtering of different objects. In this paper the concept of application-oriented Web services filtering is discussed. As the proof-of-concept the F-WebS (filtering of Web services) system is presented.