Linked Data Management (Hardcover)
暫譯: 連結資料管理 (精裝版)
Andreas Harth, Katja Hose, Ralf Schenkel
- 出版商: CRC
- 出版日期: 2014-05-01
- 售價: $3,600
- 貴賓價: 9.5 折 $3,420
- 語言: 英文
- 頁數: 576
- 裝訂: Hardcover
- ISBN: 1466582405
- ISBN-13: 9781466582408
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商品描述
Linked Data Management presents techniques for querying and managing Linked Data that is available on today’s Web. The book shows how the abundance of Linked Data can serve as fertile ground for research and commercial applications.
The text focuses on aspects of managing large-scale collections of Linked Data. It offers a detailed introduction to Linked Data and related standards, including the main principles distinguishing Linked Data from standard database technology. Chapters also describe how to generate links between datasets and explain the overall architecture of data integration systems based on Linked Data.
A large part of the text is devoted to query processing in different setups. After presenting methods to publish relational data as Linked Data and efficient centralized processing, the book explores lookup-based, distributed, and parallel solutions. It then addresses advanced topics, such as reasoning, and discusses work related to read-write Linked Data for system interoperation.
Despite the publication of many papers since Tim Berners-Lee developed the Linked Data principles in 2006, the field lacks a comprehensive, unified overview of the state of the art. Suitable for both researchers and practitioners, this book provides a thorough, consolidated account of the new data publishing and data integration paradigm. While the book covers query processing extensively, the Linked Data abstraction furnishes more than a mechanism for collecting, integrating, and querying data from the open Web—the Linked Data technology stack also allows for controlled, sophisticated applications deployed in an enterprise environment.
商品描述(中文翻譯)
《連結資料管理》介紹了查詢和管理當今網路上可用的連結資料的技術。本書展示了連結資料的豐富性如何成為研究和商業應用的肥沃土壤。
本書重點關注管理大規模連結資料集合的各個方面。它提供了連結資料及相關標準的詳細介紹,包括將連結資料與標準資料庫技術區分開來的主要原則。各章節還描述了如何在數據集之間生成連結,並解釋基於連結資料的數據整合系統的整體架構。
文本的大部分內容專注於不同環境下的查詢處理。在介紹了如何將關聯資料發布為連結資料及高效的集中處理方法後,本書探討了基於查詢的、分散式的和並行的解決方案。接著,它討論了進階主題,如推理,並探討了與系統互操作性相關的可讀寫連結資料的工作。
儘管自從 Tim Berners-Lee 在 2006 年開發連結資料原則以來,已經發表了許多論文,但該領域仍缺乏對最新技術的全面、統一的概述。本書適合研究人員和實務工作者,提供了對新數據發布和數據整合範式的徹底、綜合的說明。雖然本書廣泛涵蓋了查詢處理,但連結資料的抽象不僅僅是一種從開放網路收集、整合和查詢資料的機制——連結資料技術堆疊還允許在企業環境中部署受控的、複雜的應用程式。