The autonomous web [electronic resource]

• 作者： Unger, Herwig.
• 其他作者：
  • Kubek, Mario.
  • SpringerLink (Online service)
• 其他題名：
  • Studies in big data ;
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Studies in big data,v. 101
• 主題： Web search engines. , Recommender systems (Information filtering) , World Wide Web. , Data Engineering. , Big Data. , Computational Intelligence.
• ISBN： 9783030909369 (electronic bk.) 、 9783030909352 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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.
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• 摘要註: 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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