Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : électronique
Auteur(s) : Dominich, Sándor
Titre(s) : The modern algebra of information retrieval [Texte électronique] / Sándor Dominich
Publication : Berlin : Springer, cop. 2008
Description matérielle : 1 ressource dématérialisée
Collection : The information retrieval series
Note(s) : Includes bibliographical references (pages 307-320) and index
"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."--Jacket
Sujet(s) : Algèbre
Informatique
Indice(s) Dewey :
025.524 (23e éd.) = Recherche et repérage de l'information (bibliothéconomie)
Identifiants, prix et caractéristiques : ISBN 9783540776598
Identifiant de la notice : ark:/12148/cb446963215
Notice n° :
FRBNF44696321
(notice reprise d'un réservoir extérieur)
Table des matières : Introduction ; Mathematics basis ; Elements of lattice theory ; Basics of information
retrieval technology ; Lattice-based retreival systems ; Boolean retrieval ; Lattices
of subspaces and projectors ; Vector space retrieval ; Fuzzy algebra-based retrieval
; Probabilistic retrieval ; Web retrieval and ranking.
