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The Autonomous Web / by Herwig Unger, Mario Kubek

By: Unger, Herwig., autor
Contributor(s): Kubek, Mario M., autor
Material type: materialTypeLabelE-bookSeries: (Studies in Big Data, 2197-6511 ; 101).Publisher: Cham : Springer International Publishing, 2022Edition: 1st edition 2022.Description: 1 recurso en línea (XVIII, 158 páginas) : 65 ilustraciones, 57 ilustraciones a color.ISBN: 9783030909369.Subject: Buscadores de Internet | World Wide Web (Sistema de recuperación de la información) | Recuperación de datos (Informática)Online resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
State-of-the-Art Survey on Web Search -- A Concept for Recommender Systems Based on Text-representing Centroids -- WebEngine Version 1.0: Building a Decentralised Web Search Engine -- The Brain:WebEngine Version 2.0.
Summary: This book initiates a transformation of the Web into a self-managing, autonomous information system to challenge today's all-embracing role of big search engines as centralized information managers. In the last decades, the World Wide Web became the biggest source for all kinds of information needed. After a short review of the state of the art, a Web-based system is presented for the first time, which employs all its instances equally to provide, consume, and process information uniformly and consistently. In order to build such an efficient, decentralized, and fully integrated information space with all its needed functionalities, a set of diverse algorithms is introduced. These novel mechanisms for load balancing, routing, clustering, document classification, but also time-dependent information management pertain to almost all system levels. Finally, three different approaches to decentralized Web search are discussed that represent the backbone of the new autonomous Web.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería TK5105.884 2022 EB (Browse shelf(Opens below)) Acceso electrónico eBook.09012966
Total holds: 0

State-of-the-Art Survey on Web Search -- A Concept for Recommender Systems Based on Text-representing Centroids -- WebEngine Version 1.0: Building a Decentralised Web Search Engine -- The Brain:WebEngine Version 2.0.

This book initiates a transformation of the Web into a self-managing, autonomous information system to challenge today's all-embracing role of big search engines as centralized information managers. In the last decades, the World Wide Web became the biggest source for all kinds of information needed. After a short review of the state of the art, a Web-based system is presented for the first time, which employs all its instances equally to provide, consume, and process information uniformly and consistently. In order to build such an efficient, decentralized, and fully integrated information space with all its needed functionalities, a set of diverse algorithms is introduced. These novel mechanisms for load balancing, routing, clustering, document classification, but also time-dependent information management pertain to almost all system levels. Finally, three different approaches to decentralized Web search are discussed that represent the backbone of the new autonomous Web.

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