Building Ontologies with Basic Formal Ontology
暫譯: 使用基本形式本體構建本體論
Robert Arp, Barry Smith, Andrew D. Spear
- 出版商: MIT
- 出版日期: 2015-07-31
- 售價: $2,750
- 貴賓價: 9.5 折 $2,613
- 語言: 英文
- 頁數: 248
- 裝訂: Paperback
- ISBN: 0262527812
- ISBN-13: 9780262527811
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商品描述
In the era of "big data," science is increasingly information driven, and the potential for computers to store, manage, and integrate massive amounts of data has given rise to such new disciplinary fields as biomedical informatics. Applied ontology offers a strategy for the organization of scientific information in computer-tractable form, drawing on concepts not only from computer and information science but also from linguistics, logic, and philosophy. This book provides an introduction to the field of applied ontology that is of particular relevance to biomedicine, covering theoretical components of ontologies, best practices for ontology design, and examples of biomedical ontologies in use.
After defining an ontology as a representation of the types of entities in a given domain, the book distinguishes between different kinds of ontologies and taxonomies, and shows how applied ontology draws on more traditional ideas from metaphysics. It presents the core features of the Basic Formal Ontology (BFO), now used by over one hundred ontology projects around the world, and offers examples of domain ontologies that utilize BFO. The book also describes Web Ontology Language (OWL), a common framework for Semantic Web technologies. Throughout, the book provides concrete recommendations for the design and construction of domain ontologies.
商品描述(中文翻譯)
在「大數據」時代,科學越來越依賴資訊,而電腦儲存、管理和整合大量數據的潛力催生了生物醫學資訊學等新興學科領域。應用本體論提供了一種將科學資訊組織成電腦可處理形式的策略,這一策略不僅借鑒了計算機科學和資訊科學的概念,還融合了語言學、邏輯學和哲學的思想。本書介紹了與生物醫學特別相關的應用本體論領域,涵蓋了本體論的理論組成、最佳設計實踐以及生物醫學本體論的實際應用範例。
在將本體論定義為某一特定領域中實體類型的表徵後,本書區分了不同類型的本體論和分類法,並展示了應用本體論如何借鑒傳統形而上學的思想。它介紹了基本形式本體論(Basic Formal Ontology, BFO)的核心特徵,該本體論目前被全球超過一百個本體論專案所使用,並提供了利用BFO的領域本體論範例。本書還描述了網路本體語言(Web Ontology Language, OWL),這是一個用於語意網技術的通用框架。在整本書中,提供了有關領域本體論設計和構建的具體建議。