The Modern Algebra of Information Retrieval (Hardcover, 2008 ed.)

This book takes a unique approach to information retrieval by laying down the foundations for a modern algebra of information retrieval based on lattice theory. All major retrieval methods developed so far are described in detail a" Boolean, Vector Space and probabilistic methods, but also Web retrieval algorithms like PageRank, HITS, and SALSA a" and the author shows that they all can be treated elegantly in a unified formal way, using lattice theory as the one basic concept. Further, he also demonstrates that the lattice-based approach to information retrieval allows us to formulate new retrieval methods.

SAndor Dominicha (TM)s presentation is characterized by an engineering-like approach, describing all methods and technologies with as much mathematics as needed for clarity and exactness. His readers in both computer science and mathematics will learn how one single concept can be used to understand the most important retrieval methods, to propose new ones, and also to gain new insights into retrieval modeling in general. Thus, his book is appropriate for researchers and graduate students, who will additionally benefit from the many exercises at the end of each chapter.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	The Information Retrieval Series, 24
Release date:	April 2008
First published:	2008
Authors:	Sandor Dominich
Dimensions:	235 x 155 x 27mm (L x W x T)
Format:	Hardcover
Pages:	330
Edition:	2008 ed.
ISBN-13:	978-3-540-77658-1
Categories:	Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Science & Mathematics > Mathematics > Algebra > General Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Computing & IT > Applications of computing > Databases > General Promotions
LSN:	3-540-77658-3
Barcode:	9783540776581

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