У нас к курсу "Multimedia data mining" используют следующее чтиво:

M. W. Berry, Survey of text mining: Clustering, classification and retrieval, Springer, 2003.

R. Baeza-Yates and B. Rideiro-Neto, Modern information retrieval, ACM press, 1999.

M. Kantardzic, Data mining: Concepts, models, methods, and algorithms, John Wiley & Sons, 2003.

I. H. Witten and E. Frank, Data mining: Practical machine learning tools and techniques, Elsevier, 2005.

S. Chakrabarti, Mining the web: Discovering knowledge from hypertext data, Morgan Kaufmann Publishing, 2003.

I. H. Witten, A. Moffat and T. C. Bell, Managing gigabytes: Compressing and indexing documents and images, Morgan Kaufmann Publishing, 1999.

C. Manning and H. Schütze, Foundations of statistical natural language processing, The MIT press, 1999.