Ebook: Fundamentals of predictive text mining

Overview of text mining -- From textual information to numerical vectors -- Using text for prediction -- Information retrieval and text mining -- Finding structure in a document collection -- Looking for information in documents -- Data sources for prediction : databases, hybrid data and the web -- Case studies -- Emerging directions.