Typesafe Modeling in Text Mining

Details Typesafe Modeling in Text Mining Typesafe Modeling in Text Mining

2011-07-28

arxiv.org/abs/1108.0363v1

Computer Science

Programming Languages

63 pages, in German

Scientific paper

Based on the concept of annotation-based agents, this report introduces tools and a formal notation for defining and running text mining experiments using a statically typed domain-specific language embedded in Scala. Using machine learning for classification as an example, the framework is used to develop and document text mining experiments, and to show how the concept of generic, typesafe annotation corresponds to a general information model that goes beyond text processing.

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