These blogs discuss digital humanities projects which make use of text mining:
Lisa Marie Rhody
Matthew L. Jockers
Sapping Attention: Digital Humanities: Using tools from the 1990s to answer questions from the 1960s about 19th century America
Stone and the Shell: Using Large Digital Libraries to Advance Literary History. One blog entry is devoted to "where to start with text mining."