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978-3-540-77659-8

The Modern Algebra of Information Retrieval

Publication Date: 2008

ISBN: 978-3-540-77659-8

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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 ئ Boolean, Vector Space and probabilistic methods, but also Web retrieval algorithms like PageRank, HITS, and SALSA ئ 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. Sándor Dominichѫs presentation is characterized by an engineering-like approach, describing all methods and technologies with as much mathematics as needed for clarity and exactness.


Subject: Computer Science, ALS, Algebra, Bayesian Networks, Computer, DOM, Information Retrieval, Lattice Theory, Mathematical Foundations, Probabilistic Methods, Vector Space Retrieval, Web Retrieval, Web Search, algorithms, computer science, modeling, Data Structures and Information Theory, Information Storage and Retrieval, Order, Lattices, Ordered Algebraic Structures, Mathematics of Computing, Algebra