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[Dbworld] New book on Information Retrieval: msg#00097

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Subject: [Dbworld] New book on Information Retrieval

A new book by C. J. (Keith) van Rijsbergen on Information Retrieval is
available:

The Geometry of Information Retrieval
C. J. van Rijsbergen
Cambridge University Press, July 2004
162 pages 20 figures
Hardback
ISBN: 0521838053

http://titles.cambridge.org/catalogue.asp?isbn=0521838053

Information retrieval, IR, the science of extracting information from any
potential source, can be viewed in a number of ways: logical, probabilistic and
vector space models are some of the most important. In this book, the author,
one of the leading researchers in the area, shows how these views can be
reforged in the same framework used to formulate the general principles of
quantum mechanics. All the usual quantum-mechanical notions have their
IR-theoretic analogues, and the standard results can be applied to address
problems in IR, such as pseudo-relevance feedback, relevance feedback and
ostensive retrieval. The relation with quantum computing is also examined. To
keep the book self-contained appendices with background material on physics and
mathematics are included. Each chapter ends with bibliographic remarks that
point to further reading. This is an important, ground-breaking bo
ok, with much new material, for all those working in IR, AI and natural
language processi!
ng.

Contents

Preface; Prologue; 1. Introduction; 2. On sets and kinds in IR; 3. Vector and
Hilbert spaces; 4. Linear transformations, operators and matrices; 5.
Conditional logic in IR; 6. The geometry of IR; Appendix I. Linear algebra;
Appendix II. Quantum mechanics; Appendix III. Probability; Bibliography; Index.
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