In this context the expression potentially useful

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Unformatted text preview: ed models which represent the found connections. In this context, the expression “potentially useful” means that the samples to be found for an application generate a benefit for the user. Thus the definition couples knowledge discovery with a specific application. Knowledge discovery in databases is a process that is defined by several processing steps that have to be applied to a data set of interest in order to extract useful patterns. These steps have to be performed iteratively and several steps usually require interactive feedback from a user. As defined by the CRoss Industry Standard Process for Data Mining (Crisp DM1 ) model (crispdm and CRISP99 1999) the main steps are: (1) business understanding2 , (2) data understanding, (3) data preparation, (4) modelling, (5) evaluation, (6) deployment (cf. fig. 13 ). Besides the initial problem of analyzing and understanding the overall task (first two steps) one of the most time consuming steps is data preparation. This is especially of interest for text mining which needs special preprocessing methods to convert textual data into a format 1 2 3...
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This note was uploaded on 06/19/2011 for the course IT 2258 taught by Professor Aymenali during the Summer '11 term at Abu Dhabi University.

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