Exploiting Linked Data and Knowledge Graphs in Large Organisations
暫譯: 在大型組織中利用聯結資料與知識圖譜
- 出版商: Springer
- 出版日期: 2017-02-09
- 售價: $7,050
- 貴賓價: 9.5 折 $6,698
- 語言: 英文
- 頁數: 266
- 裝訂: Hardcover
- ISBN: 3319456520
- ISBN-13: 9783319456522
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商品描述
This book addresses the topic of exploiting enterprise-linked data with a particular focus on knowledge construction and accessibility within enterprises. It identifies the gaps between the requirements of enterprise knowledge consumption and “standard” data consuming technologies by analysing real-world use cases, and proposes the enterprise knowledge graph to fill such gaps.
It provides concrete guidelines for effectively deploying linked-data graphs within and across business organizations. It is divided into three parts, focusing on the key technologies for constructing, understanding and employing knowledge graphs. Part 1 introduces basic background information and technologies, and presents a simple architecture to elucidate the main phases and tasks required during the lifecycle of knowledge graphs. Part 2 focuses on technical aspects; it starts with state-of-the art knowledge-graph construction approaches, and then discusses exploration and exploitation techniques as well as advanced question-answering topics concerning knowledge graphs. Lastly, Part 3 demonstrates examples of successful knowledge graph applications in the media industry, healthcare and cultural heritage, and offers conclusions and future visions.
商品描述(中文翻譯)
本書探討了利用企業聯結數據的主題,特別關注於企業內部的知識建構和可及性。它通過分析現實世界的使用案例,識別企業知識消費需求與「標準」數據消費技術之間的差距,並提出企業知識圖譜以填補這些差距。
本書提供了有效部署聯結數據圖譜於企業內部及跨企業組織的具體指導。內容分為三個部分,重點介紹構建、理解和運用知識圖譜的關鍵技術。第一部分介紹基本背景信息和技術,並呈現一個簡單的架構,以闡明知識圖譜生命周期中所需的主要階段和任務。第二部分專注於技術方面;它從最先進的知識圖譜構建方法開始,然後討論探索和利用技術,以及與知識圖譜相關的高級問答主題。最後,第三部分展示了在媒體產業、醫療保健和文化遺產中成功應用知識圖譜的例子,並提供結論和未來展望。