Synthesis Lectures on Data, Semantics, and Knowledge – serie
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29 produkter
Designing and Building Enterprise Knowledge Graphs
Häftad, 2021
716 kr
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This book is a guide to designing and building knowledge graphs from enterprise relational databases in practice.\ It presents a principled framework centered on mapping patterns to connect relational databases with knowledge graphs, the roles within an organization responsible for the knowledge …
Web Data APIs for Knowledge Graphs
Easing Access to Semantic Data for Application Developers
Av Albert Meroño-Peñuela, Pasquale Lisena m. fl.
Häftad, 2021
660 kr
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This book describes a set of methods, architectures, and tools to extend the data pipeline at the disposal of developers when they need to publish and consume data from Knowledge Graphs (graph-structured knowledge bases that describe the entities and relations within a domain in a semantically …
Knowledge Graphs
Av Aidan Hogan, Eva Blomqvist m. fl.
Häftad, 2021
769 kr
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This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios …
Formal Methods for the Analysis of Biomedical Ontologies
Av Guo-Qiang Zhang, Rashmie Abeysinghe m. fl.
Inbunden, 2022
764 kr
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The book synthesizes research on the analysis of biomedical ontologies using formal concept analysis, including through auditing, curation, and enhancement. As the evolution of biomedical ontologies almost inevitably involves manual work, formal methods are a particularly useful tool for …
Formal Methods for the Analysis of Biomedical Ontologies
Av Guo-Qiang Zhang, Rashmie Abeysinghe m. fl.
Häftad, 2023
757 kr
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The book synthesizes research on the analysis of biomedical ontologies using formal concept analysis, including through auditing, curation, and enhancement. As the evolution of biomedical ontologies almost inevitably involves manual work, formal methods are a particularly useful tool for …
Embedding Knowledge Graphs with RDF2vec
Av Heiko Paulheim, Petar Ristoski m. fl.
Inbunden, 2023
513 kr
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This book explains the ideas behind one of the most well-known methods for knowledge graph embedding of transformations to compute vector representations from a graph, known as RDF2vec. The authors describe its usage in practice, from reusing pre-trained knowledge graph embeddings to training …
Embedding Knowledge Graphs with RDF2vec
Av Heiko Paulheim, Petar Ristoski m. fl.
Häftad, 2024
513 kr
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This book explains the ideas behind one of the most well-known methods for knowledge graph embedding of transformations to compute vector representations from a graph, known as RDF2vec. The authors describe its usage in practice, from reusing pre-trained knowledge graph embeddings to training …
Knowledge Graph Reasoning
A Neuro-Symbolic Perspective
Inbunden, 2024
513 kr
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This book provides a coherent and unifying view for logic and representation learning to contribute to knowledge graph (KG) reasoning and produce better computational tools for integrating both worlds. To this end, logic and deep neural network models are studied together as integrated models of …
Knowledge Graph Reasoning
A Neuro-Symbolic Perspective
Häftad, 2025
513 kr
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This book provides a coherent and unifying view for logic and representation learning to contribute to knowledge graph (KG) reasoning and produce better computational tools for integrating both worlds. To this end, logic and deep neural network models are studied together as integrated models of …
Linked Data
Evolving the Web into a Global Data Space
Häftad, 2011
312 kr
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The World Wide Web has enabled the creation of a global information space comprising linked documents. As the Web becomes ever more enmeshed with our daily lives, there is a growing desire for direct access to raw data not currently available on the Web or bound up in hypertext documents. Linked …
VIVO
A Semantic Portal for Scholarly Networking Across Disciplinary Boundaries
Av Katy Borner, Ying Ding m. fl.
Häftad, 2012
366 kr
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The world of scholarship is changing rapidly. Increasing demands on scholars, the growing size and complexity of questions and problems to be addressed, and advances in sophistication of data collection, analysis, and presentation require new approaches to scholarship. A ubiquitous, open …
Publishing and Using Cultural Heritage Linked Data on the Semantic Web
Av Eero Hyvonen
Häftad, 2012
366 kr
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Cultural Heritage (CH) data is syntactically and semantically heterogeneous, multilingual, semantically rich, and highly interlinked. It is produced in a distributed, open fashion by museums, libraries, archives, and media organizations, as well as individual persons. Managing publication of such …
Incentive-Centric Semantic Web Application Engineering
Av Elena Simperl, Roberta Cuel m. fl.
Häftad, 2013
312 kr
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While many Web 2.0-inspired approaches to semantic content authoring do acknowledge motivation and incentives as the main drivers of user involvement, the amount of useful human contributions actually available will always remain a scarce resource. Complementarily, there are aspects of semantic …
Resource-Oriented Architecture Patterns for Webs of Data
Häftad, 2013
280 kr
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The surge of interest in the REpresentational State Transfer (REST) architectural style, the Semantic Web, and Linked Data has resulted in the development of innovative, flexible, and powerful systems that embrace one or more of these compatible technologies. However, most developers, architects, …
Provenance
An Introduction to PROV
Av Luc Moreau, Paul Groth
Häftad, 2013
312 kr
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The World Wide Web is now deeply intertwined with our lives, and has become a catalyst for a data deluge, making vast amounts of data available online, at a click of a button. With Web 2.0, users are no longer passive consumers, but active publishers and curators of data. Hence, from science to …
Semantics in Mobile Sensing
Av Zhixian Yan, Dipanjan Chakraborty
Häftad, 2014
366 kr
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The dramatic progress of smartphone technologies has ushered in a new era of mobile sensing, where traditional wearable on-body sensors are being rapidly superseded by various embedded sensors in our smartphones. For example, a typical smartphone today, has at the very least a GPS, WiFi, Bluetooth, …
Semantic Breakthrough in Drug Discovery
Av Bin Chen, Huijun Wang m. fl.
Häftad, 2014
389 kr
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The current drug development paradigm---sometimes expressed as, ``One disease, one target, one drug''---is under question, as relatively few drugs have reached the market in the last two decades. Meanwhile, the research focus of drug discovery is being placed on the study of drug action on …
Social Semantic Web Mining
Av Tope Omitola, Sebastián A. Ríos m. fl.
Häftad, 2015
551 kr
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The past ten years have seen a rapid growth in the numbers of people signing up to use Web-based social networks (hundreds of millions of new members are now joining the main services each year) with a large amount of content being shared on these networks (tens of billions of content items are …
Semantic Mining of Social Networks
Häftad, 2015
498 kr
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Online social networks have already become a bridge connecting our physical daily life with the (web-based) information space. This connection produces a huge volume of data, not only about the information itself, but also about user behavior. The ubiquity of the social Web and the wealth of social …
Library Linked Data in the Cloud
OCLC's Experiments with New Models of Resource Description
Av Carol Jean Godby, Shenghui Wang m. fl.
Häftad, 2015
442 kr
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This book describes OCLC's contributions to the transformation of the Internet from a web of documents to a Web of Data. The new Web is a growing `cloud' of interconnected resources that identify the things people want to know about when they approach the Internet with an information need. The …
Entity Resolution in the Web of Data
Av Vassilis Christophides, Vasilis Efthymiou m. fl.
Häftad, 2015
366 kr
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In recent years, several knowledge bases have been built to enable large-scale knowledge sharing, but also an entity-centric Web search, mixing both structured data and text querying. These knowledge bases offer machine-readable descriptions of real-world entities, e.g., persons, places, published …
Epistemology of Intelligent Semantic Web Systems
Av Mathieu d'Aquin, Enrico Motta
Häftad, 2016
312 kr
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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 …
Natural Language Processing for the Semantic Web
Av Diana Maynard, Kalina Bontcheva m. fl.
Häftad, 2016
660 kr
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This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way, as a series of building blocks that lead the user to understand key technologies, why they are required, and how to integrate them into Semantic Web applications. Natural language …
Validating RDF Data
Av Jose Emilio Labra Gayo, Eric Prud'hommeaux m. fl.
Häftad, 2017
716 kr
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RDF and Linked Data have broad applicability across many fields, from aircraft manufacturing to zoology. Requirements for detecting bad data differ across communities, fields, and tasks, but nearly all involve some form of data validation. This book introduces data validation and describes its …
Demystifying OWL for the Enterprise
Häftad, 2018
607 kr
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After a slow incubation period of nearly 15 years, a large and growing number of organizations now have one or more projects using the Semantic Web stack of technologies. The Web Ontology Language (OWL) is an essential ingredient in this stack, and the need for ontologists is increasing faster than …
Demystifying OWL for the Enterprise
Inbunden, 2018
551 kr
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After a slow incubation period of nearly 15 years, a large and growing number of organizations now have one or more projects using the Semantic Web stack of technologies. The Web Ontology Language (OWL) is an essential ingredient in this stack, and the need for ontologists is increasing faster than …
Ontology Engineering
Av Elisa F. Kendall, Deborah L. McGuinness
Häftad, 2019
660 kr
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Ontologies have become increasingly important as the use of knowledge graphs, machine learning, natural language processing (NLP), and the amount of data generated on a daily basis has exploded. As of 2014, 90% of the data in the digital universe was generated in the two years prior, and the volume …
Linked Data Visualization
Techniques, Tools, and Big Data
Av Laura Po, Nikos Bikakis m. fl.
Inbunden, 2020
551 kr
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Linked Data (LD) is a well-established standard for publishing and managing structured information on the Web, gathering and bridging together knowledge from different scientific and commercial domains. The development of Linked Data Visualization techniques and tools has been followed as the …
Formal Methods for the Analysis of Biomedical Ontologies
Av Guo-Qiang Zhang, Rashmie Abeysinghe m. fl.
Inbunden, 2025
625 kr
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This book explores the application of formal methods, rooted in mathematics and logic, to the analysis and enhancement of biomedical ontologies. The authors take a pragmatic approach focused on generating actionable insights to achieve high-quality codified biomedical knowledge in the most active …
