Querying Graphs (Synthesis Lectures on Data Management)
暫譯: 查詢圖形(數據管理綜合講座)
Angela Bonifati, George Fletcher, Hannes Voigt, Nikolay Yakovets
- 出版商: Morgan & Claypool
- 出版日期: 2018-10-01
- 售價: $3,370
- 貴賓價: 9.5 折 $3,202
- 語言: 英文
- 頁數: 184
- 裝訂: Hardcover
- ISBN: 168173432X
- ISBN-13: 9781681734323
海外代購書籍(需單獨結帳)
相關主題
商品描述
Graph data modeling and querying arises in many practical application domains such as social and biological networks where the primary focus is on concepts and their relationships and the rich patterns in these complex webs of interconnectivity. In this book, we present a concise unified view on the basic challenges which arise over the complete life cycle of formulating and processing queries on graph databases. To that purpose, we present all major concepts relevant to this life cycle, formulated in terms of a common and unifying ground: the property graph data model—the pre-dominant data model adopted by modern graph database systems.
We aim especially to give a coherent and in-depth perspective on current graph querying and an outlook for future developments. Our presentation is self-contained, covering the relevant topics from: graph data models, graph query languages and graph query specification, graph constraints, and graph query processing. We conclude by indicating major open research challenges towards the next generation of graph data management systems.
商品描述(中文翻譯)
圖形數據建模和查詢在許多實際應用領域中出現,例如社交網絡和生物網絡,這些領域的主要焦點是概念及其關係,以及這些複雜互聯網絡中的豐富模式。在本書中,我們提供了一個簡明的統一視角,針對在圖形數據庫上制定和處理查詢的整個生命週期中出現的基本挑戰。為此,我們提出了與這一生命週期相關的所有主要概念,並以一個共同且統一的基礎來表述:屬性圖數據模型——現代圖形數據庫系統所採用的主要數據模型。
我們特別旨在提供對當前圖形查詢的連貫且深入的視角,以及對未來發展的展望。我們的介紹是自足的,涵蓋了相關主題,包括:圖形數據模型、圖形查詢語言和圖形查詢規範、圖形約束以及圖形查詢處理。我們最後指出了通往下一代圖形數據管理系統的主要開放研究挑戰。