Information Retrieval Architecture and Alg...

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Sprache: Englisch

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Beschreibung

This text presents a theoretical and practical examination of the latest developments in Information Retrieval and their application to existing systems. By starting with a functional discussion of what is needed for an information system, the reader can grasp the scope of information retrieval problems and discover the tools to resolve them. The book takes a system approach to explore every functional processing step in a system from ingest of an item to be indexed to displaying results, showing how implementation decisions add to the information retrieval goal, and thus providing the user with the needed outcome, while minimizing their resources to obtain those results.

The text stresses the current migration of information retrieval from just textual to multimedia, expounding upon multimedia search, retrieval and display, as well as classic and new textual techniques. It also introduces developments in hardware, and more importantly, search architectures, such as those introduced by Google, in order to approach scalability issues.
About this textbook:

A first course text for advanced level courses, providing a survey of information retrieval system theory and architecture, complete with challenging exercises
Approaches information retrieval from a practical systems view in order for the reader to grasp both scope and solutions
Features what is achievable using existing technologies and investigates what deficiencies warrant additional exploration

Zusammenfassung

A first course text for advanced level courses, providing a survey of information retrieval system theory and architecture, complete with challenging exercises

Approaches information retrieval from a practical systems view in order for the reader to grasp both scope and solutions

Features what is achievable using existing technologies and investigates what deficiencies warrant additional exploration

Includes supplementary material: [...]

Inhaltsverzeichnis

Information Retrieval System Functions.- Data Structures and Mathematical Algorithms.- Indexing.- Search.- Document and Term Clustering.- Information Presentation.- Search Architecture.- Information System Evaluation.

Erscheinungsjahr:	2014
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xii 305 S.
ISBN-13:	9781489982162
ISBN-10:	1489982167
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Kowalski, Gerald
Hersteller:	Springer US Springer New York
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 18 mm
Von/Mit:	Gerald Kowalski
Erscheinungsdatum:	10.10.2014
Gewicht:	0,487 kg