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A generative theory of relevance  Victor Lavrenko
Implementing and Evaluating Search Engines  Stefan Büttcher, Charles L. A. Clarke, Gordon V. Cormack
Information retrieval  C. J. "Keith" van Rijsbergen - The classic (but quite outdated) book on information retrieval techniques
Introduction to Information Retrieval  Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze
Introduction to Modern Information Retrieval  G. Salton - The classic book.
Managing Gigabytes (second edition)  Ian H. Witten, Alistair Moffat, Timothy C. Bell - Compressing and Indexing Documents and Images
Modern information retrieval  Ricardo Baeza-Yates, Berthier Ribeiro-Neto - A description of book by (table of contents) and a couple of chapters
Search Engines: Information Retrieval in Practice  W. Bruce Croft, Donald Metzler, Trevor Strohman
Using language models for information retrieval  Djoerd Hiemstra