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  • Thesis


  • Authors: Dayanik, Aynur (2006)

  • Text mining concerns the automated analysis of textual data to store, retrieve, organize and extract useful information from textual data. Text mining systems usually rely on document collections or training data prepared for a particular application. However, in practice, external knowledge is also available in external databases, reference books, web pages and many other sources. This thesis concerns the use of external knowledge for text mining to improve the performance of text mining systems. First we focus on using domain knowledge for clustering and text retrieval for bioin¬formatics. We describe a method for clustering biological data by exploiting the inter-linked structure ...