The Modern Algebra of Information Retrieval

Author:   Sándor Dominich
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2008 ed.
Volume:   24
ISBN:  

9783540776581


Pages:   330
Publication Date:   18 April 2008
Format:   Hardback
Availability:   In Print   Availability explained
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The Modern Algebra of Information Retrieval


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Overview

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, along with Web retrieval algorithms, and the author shows that they all can be treated elegantly in a unified formal way, using lattice theory as the one basic concept. The book's presentation is characterized by an engineering-like approach.

Full Product Details

Author:   Sándor Dominich
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2008 ed.
Volume:   24
Dimensions:   Width: 15.50cm , Height: 2.00cm , Length: 23.50cm
Weight:   1.450kg
ISBN:  

9783540776581


ISBN 10:   3540776583
Pages:   330
Publication Date:   18 April 2008
Audience:   College/higher education ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Mathematics Basics.- Elements of Lattice Theory.- Basics of Information Retrieval Technology.- Lattice-Based Retrieval Systems.- Boolean Retrieval.- Lattices of Subspaces and Projectors.- Vector Space Retrieval.- Fuzzy Algebra-Based Retrieval.- Probabilistic Retrieval.- Web Retrieval and Ranking.

Reviews

From the reviews: .. . this book offers a unique approach to the important topic of information retrieval by providing mathematical foundations based on modern algebra... I can easily recommend this book as a reference for any of the technical IR courses offered at several universities. from the ACM Reviews by Donald H. Kraft, Louisiana State University, USA Retrieval methods and information retrieval in general are here treated in a unified manner within abstract algebraic structures . Each chapter is supplemented with exercises and problems (with hints to solutions in the appendix) . The book is beneficial both for better understanding the existing information retrieval methods and for the creation of new ones. (Anton n R ha, Zentralblatt MATH, Vol. 1149, 2008) This book treats retrieval methods and IR in general in a unified manner within the one formal framework of modern algebra, namely abstract algebraic structures (primarily lattices). Exercises and problems are located at the


Author Information

Sándor Dominich is the George Pólya Professor of Computer Science, Head of the Information Retrieval Research Group, and Deputy Dean of the Faculty of Information Technology of the University of Pannonia, Veszprém, Hungary. His research interests include retrieval models, formal aspects, foundations, effectiveness measurement, and applications. He authored three books, including „Mathematical Foundations of Information Retrieval"" (Springer, 2001) and over seventy research papers. He is a founding co-organiser of the ACM SIGIR MF/IR Workshop series 2000-2005, and ICTIR International Conference 2007 (both together with C.J. van Rijsbergen). He has served as a programme committee member of major Information Retrieval conferences.

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