The Modern Algebra of Information Retrieval
August 13, 2009 by: Relaxtubes
The Modern Algebra of Information RetrievalProduct Description
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 – Boolean, Vector Space and probabilistic methods, but also Web retrieval algorithms like PageRank, HITS, and SALSA – 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 Dominich’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.
Login [This hidden content is only available for our VIP member]. Become VIP Member NOW
Password default : shytex.com
Report Dead Link
Please leave a comment to report dead links, so that someone else may update new links.
Related Ebook Video Training
- Basic Notions of Algebra (Encyclopaedia of Mathematical Sciences)
- Handbook of Mathematics
- Linear Algebra Problem Book (Dolciani Mathematical Expositions)
- Commutative Algebra: with a View Toward Algebraic Geometry (Graduate Texts in Mathematics)
- Visualization for Information Retrieval
- An Invitation to Discrete Mathematics
- General Systems Theory: A Mathematical Approach
- Triangulations: Structures for Algorithms and Applications (Algorithms and Computation in Mathematics)
- Video Data Management and Information Retrieval
- Interactive Information Retrieval in Digital Environments
