KDD in Telecommunications

Abstract

We present an application of some KDD methods in the telecommunication domain. This paper extends the results from our earlier work [8] where a first-order logic rule was discovered that identified the origin of redirected calls and this rule was used to discover some typical transferring schemes suitable for automation. Here we use this redirection-rule for data visualization which provides a useful insight into the data that allows us to formulate a refined ILP discovery task which is solved more effectively and uses richer expressive means than in [8]. We also show a simple propositionallearning experiment for a comparison with the ILP results. 1

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