Applied Semantic Web Technologies (Hardcover)

Vijayan Sugumaran, Jon Atle Gulla

  • 出版商: Auerbach Publication
  • 出版日期: 2011-08-12
  • 售價: $2,880
  • 貴賓價: 9.5$2,736
  • 語言: 英文
  • 頁數: 476
  • 裝訂: Hardcover
  • ISBN: 1439801568
  • ISBN-13: 9781439801567
  • 立即出貨 (庫存=1)

商品描述

The rapid advancement of semantic web technologies, along with the fact that they are at various levels of maturity, has left many practitioners confused about the current state of these technologies. Focusing on the most mature technologies, Applied Semantic Web Technologies integrates theory with case studies to illustrate the history, current state, and future direction of the semantic web. It maintains an emphasis on real-world applications and examines the technical and practical issues related to the use of semantic technologies in intelligent information management.

The book starts with an introduction to the fundamentals—reviewing ontology basics, ontology languages, and research related to ontology alignment, mediation, and mapping. Next, it covers ontology engineering issues and presents a collaborative ontology engineering tool that is an extension of the Semantic MediaWiki. Unveiling a novel approach to data and knowledge engineering, the text:

  • Introduces cutting-edge taxonomy-aware algorithms
  • Examines semantics-based service composition in transport logistics
  • Offers ontology alignment tools that use information visualization techniques
  • Explains how to enrich the representation of entity semantics in an ontology
  • Addresses challenges in tackling the content creation bottleneck

Using case studies, the book provides authoritative insights and highlights valuable lessons learned by the authors—information systems veterans with decades of experience. They explain how to create social ontologies and present examples of the application of semantic technologies in building automation, logistics, ontology-driven business process intelligence, decision making, and energy efficiency in smart homes.

商品描述(中文翻譯)

語義網技術的快速發展以及它們在不同成熟度階段上的存在,使許多從業人員對這些技術的現狀感到困惑。《應用語義網技術》聚焦於最成熟的技術,結合理論和案例研究,以展示語義網的歷史、現狀和未來發展方向。本書強調實際應用,探討了在智能信息管理中使用語義技術所涉及的技術和實際問題。

本書首先介紹了基礎知識,包括本體基礎、本體語言以及與本體對齊、中介和映射相關的研究。接下來,本書涵蓋了本體工程問題,並介紹了一個協作本體工程工具,該工具是語義MediaWiki的擴展。本書還揭示了一種新的數據和知識工程方法,其中包括:

- 引入了最新的基於分類的算法
- 檢視了基於語義的運輸物流服務組合
- 提供了使用信息可視化技術的本體對齊工具
- 解釋了如何豐富本體中實體語義的表示
- 解決了內容創建瓶頸所面臨的挑戰

本書通過案例研究提供權威見解,並突出了作者的寶貴經驗教訓,這些作者是擁有數十年經驗的信息系統專家。他們解釋了如何創建社交本體,並提供了語義技術在建築自動化、物流、本體驅動的業務流程智能、決策和智能家居節能等方面的應用示例。