Towards the Multilingual Semantic Web: Principles, Methods and Applications
暫譯: 邁向多語言語義網:原則、方法與應用
- 出版商: Springer
- 出版日期: 2014-12-03
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 333
- 裝訂: Hardcover
- ISBN: 3662435845
- ISBN-13: 9783662435847
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商品描述
To date, the relation between multilingualism and the Semantic Web has not yet received enough attention in the research community. One major challenge for the Semantic Web community is to develop architectures, frameworks and systems that can help in overcoming national and language barriers, facilitating equal access to information produced in different cultures and languages. As such, this volume aims at documenting the state-of-the-art with regard to the vision of a Multilingual Semantic Web, in which semantic information will be accessible in and across multiple languages.
The Multilingual Semantic Web as envisioned in this volume will support the following functionalities: (1) responding to information needs in any language with regard to semantically structured data available on the Semantic Web and Linked Open Data (LOD) cloud, (2) verbalizing and accessing semantically structured data, ontologies or other conceptualizations in multiple languages, (3) harmonizing, integrating, aggregating, comparing and repurposing semantically structured data across languages and (4) aligning and reconciling ontologies or other conceptualizations across languages.
The volume is divided into three main sections: Principles, Methods and Applications. The section on “Principles” discusses models, architectures and methodologies that enrich the current Semantic Web architecture with features necessary to handle multiple languages. The section on “Methods” describes algorithms and approaches for solving key issues related to the construction of the Multilingual Semantic Web. The section on “Applications” describes the use of Multilingual Semantic Web based approaches in the context of several application domains.
This volume is essential reading for all academic and industrial researchers who want to embark on this new research field at the intersection of various research topics, including the Semantic Web, Linked Data, natural language processing, computational linguistics, terminology and information retrieval. It will also be of great interest to practitioners who are interested in re-examining their existing infrastructure and methodologies for handling multiple languages in Web applications or information retrieval systems.
商品描述(中文翻譯)
至今,多語言與語意網絡之間的關係尚未在研究社群中獲得足夠的關注。語意網絡社群面臨的一個主要挑戰是開發架構、框架和系統,以幫助克服國家和語言障礙,促進對不同文化和語言所產生的信息的平等訪問。因此,本書旨在記錄多語言語意網絡的最新進展,該網絡中語意信息將能夠在多種語言中及跨語言訪問。
本書中所構想的多語言語意網絡將支持以下功能:(1) 針對語意結構化數據在語意網絡和連結開放數據(LOD)雲中的可用性,以任何語言回應信息需求,(2) 以多種語言表達和訪問語意結構化數據、本體或其他概念化,(3) 跨語言協調、整合、聚合、比較和重新利用語意結構化數據,以及 (4) 跨語言對齊和調和本體或其他概念化。
本書分為三個主要部分:原則、方法和應用。“原則”部分討論了豐富當前語意網絡架構所需的多語言處理特徵的模型、架構和方法論。“方法”部分描述了解決與構建多語言語意網絡相關的關鍵問題的算法和方法。“應用”部分描述了在幾個應用領域中基於多語言語意網絡的方法的使用。
本書是所有希望進入這一新研究領域的學術和工業研究人員的必讀資料,該領域位於多個研究主題的交集,包括語意網絡、連結數據、自然語言處理、計算語言學、術語學和信息檢索。對於希望重新檢視其在網絡應用或信息檢索系統中處理多語言的現有基礎設施和方法論的實務工作者來說,本書也將具有很大的興趣。