The Autonomous Web (Studies in Big Data, Band 101) - Softcover

Unger, Herwig; Kubek, Mario

Softcover

ISBN 10: 3030909387 ISBN 13: 9783030909383

Verlag: Springer, 2022

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Prof. Dr. Herwig Unger, Dr. Mario Kubek und Dr. Panchalee Sukjit kommen aus unterschiedlichen Wissensgebieten der Informatik, die seit 2008 die gemeinsame Vision vereint, die meist textbasierten Ressourcen des WWW besser nutzbar zu machen. Von ihnen sind eine Vielzahl von Fachbeiträgen zum Thema auf wissenschaftlichen Tagungen, in Journalen bzw. Fachbüchern erschienen.

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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.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2022
• Sprache: Englisch
• ISBN 10: 3030909387
• ISBN 13: 9783030909383
• Einband: Taschenbuch
• Auflage: 1
• Anzahl der Seiten: 176
• Kontakt zum Hersteller: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Deutschland