| Document Type
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BL
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| Record Number
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854875
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| Main Entry
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Aquin, Mathieu d'
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| Title & Author
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The epistemology of intelligent semantic web systems /\ Mathieu d'Aquin and Enrico Motta.
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| Publication Statement
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[San Rafael, California] :: Morgan & Claypool,, 2016.
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| Series Statement
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Synthesis lectures on the semantic web, theory and technology,; # 14
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| Page. NO
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1 online resource (1 PDF (xiii, 74 pages)) :: illustrations
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| ISBN
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1627050000
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: 9781627050005
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1627051619
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9781627051613
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| Notes
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Part of: Synthesis digital library of engineering and computer science.
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Title from PDF title page (viewed on June 18, 2016).
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| Bibliographies/Indexes
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Includes bibliographical references (pages 61-71).
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| Contents
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1. Characterizing the semantic web -- 1.1 It is a stack after all! -- 1.2 The web as a layer on top of the internet -- 1.3 Linked data as a layer on top of the web -- 1.4 The semantic web as a layer on top of linked data.
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2. Anatomy of an intelligent semantic web system -- 2.1 Knowledge-based systems -- 2.2 Interacting with knowledge in knowledge-based systems -- 2.3 Interacting with the semantic web as a knowledge base -- 2.4 Intelligent semantic web systems as views over the semantic web -- 2.5 Components of an intelligent semantic web system -- 2.5.1 Discovery -- 2.5.2 Selection -- 2.5.3 Integration -- 2.5.4 Curation -- 2.6 Conclusion.
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3. Exemplar intelligent semantics web systems -- 3.1 Search and recommendation -- 3.1.1 Google knowledge graph -- 3.1.2 Seevl/dbrec -- 3.1.3 DiscOU -- 3.2 Question answering -- 3.2.1 IBM Watson -- 3.2.2 PowerAqua -- 3.3 Data analysis and sense-making -- 3.3.1 Garlik data patrol -- 3.3.2 Rexplore -- 3.4 Conclusion.
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4. The challenges that need to be addressed to realize ubiquitous intelligent semantic web systems -- 4.1 Technological challenges: scale, robustness, and distribution -- 4.2 Non-technological challenges: the human in the loop -- 4.2.1 Quality -- 4.2.2 Policies and rights -- 4.2.3 Privacy -- 4.2.4 Interaction -- 4.3 Conclusion -- References -- Authors' biographies.
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| Abstract
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The Semantic Web is a young discipline, even if only in comparison to other areas of computer science. Nonetheless, it already exhibits an interesting history and evolution. This book is a reflection on this evolution, aiming to take a snapshot of where we are at this specific point in time, and also showing what might be the focus of future research. This book provides both a conceptual and practical view of this evolution, especially targeted at readers who are starting research in this area and as support material for their supervisors. From a conceptual point of view, it highlights and discusses key questions that have animated the research community: what does it mean to be a Semantic Web system and how is it different from other types of systems, such as knowledge systems or web-based information systems? From a more practical point of view, the core of the book introduces a simple conceptual framework which characterizes Intelligent Semantic Web Systems. We describe this framework, the components it includes, and give pointers to some of the approaches and technologies that might be used to implement them. We also look in detail at concrete systems falling under the category of Intelligent Semantic Web Systems, according to the proposed framework, allowing us to compare them, analyze their strengths and weaknesses, and identify the key fundamental challenges still open for researchers to tackle.
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| Subject
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Semantic Web.
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| Subject
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LANGUAGE ARTS DISCIPLINES-- Library Information Science-- General.
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| Subject
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Semantic Web.
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| Dewey Classification
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025.04
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| LC Classification
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TK5105.88815.A693 2016
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| Added Entry
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Motta, E., (Enrico),1961-
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