Machine learning 34 211231 bloehdorn s hotho a 2004

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Unformatted text preview: ision of 96.5% and a recall of 89.3%. They conclude that these good results may be improved by careful preprocessing and the extension of filtering to different languages. Band 20 – 2005 55 Hotho, Nürnberger, and Paaß 5 Conclusion In this article, we tried to give a brief introduction to the broad field of text mining. Therefore, we motivated this field of research, gave a more formal definition of the terms used herein and presented a brief overview of currently available text mining methods, their properties and their application to specific problems. Even though, it was impossible to describe all algorithms and applications in detail within the (size) limits of an article, we think that the ideas discussed and the provided references should give the interested reader a rough overview of this field and several starting points for further studies. References Abney, S. P. (1991). Parsing by chunks. In R. C. Berwick, S. P. Abney, & C. Tenny (Eds.), Principle-Based Parsing: Computation and Psy...
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