Designing And Building Enterprise Knowledge Graphs

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Designing and Building Enterprise Knowledge Graphs

Author : Juan Sequeda
Publisher : Springer Nature
ISBN 13 : 3031019164
Total Pages : 142 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Designing and Building Enterprise Knowledge Graphs by : Juan Sequeda

Download or read book Designing and Building Enterprise Knowledge Graphs written by Juan Sequeda and published by Springer Nature. This book was released on 2022-05-31 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 graph, and the process that combines data and people. The content of this book is applicable to knowledge graphs being built either with property graph or RDF graph technologies. Knowledge graphs are fulfilling the vision of creating intelligent systems that integrate knowledge and data at large scale. Tech giants have adopted knowledge graphs for the foundation of next-generation enterprise data and metadata management, search, recommendation, analytics, intelligent agents, and more. We are now observing an increasing number of enterprises that seek to adopt knowledge graphs to develop a competitive edge. In order for enterprises to design and build knowledge graphs, they need to understand the critical data stored in relational databases. How can enterprises successfully adopt knowledge graphs to integrate data and knowledge, without boiling the ocean? This book provides the answers.

Knowledge Graphs

Author : Aidan Hogan
Publisher : Springer Nature
ISBN 13 : 3031019180
Total Pages : 247 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Knowledge Graphs by : Aidan Hogan

Download or read book Knowledge Graphs written by Aidan Hogan and published by Springer Nature. This book was released on 2022-06-01 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 that require integrating and extracting value from multiple, diverse sources of data at large scale. The book defines knowledge graphs and provides a high-level overview of how they are used. It presents and contrasts popular graph models that are commonly used to represent data as graphs, and the languages by which they can be queried before describing how the resulting data graph can be enhanced with notions of schema, identity, and context. The book discusses how ontologies and rules can be used to encode knowledge as well as how inductive techniques—based on statistics, graph analytics, machine learning, etc.—can be used to encode and extract knowledge. It covers techniques for the creation, enrichment, assessment, and refinement of knowledge graphs and surveys recent open and enterprise knowledge graphs and the industries or applications within which they have been most widely adopted. The book closes by discussing the current limitations and future directions along which knowledge graphs are likely to evolve. This book is aimed at students, researchers, and practitioners who wish to learn more about knowledge graphs and how they facilitate extracting value from diverse data at large scale. To make the book accessible for newcomers, running examples and graphical notation are used throughout. Formal definitions and extensive references are also provided for those who opt to delve more deeply into specific topics.

Knowledge Graphs

Author : Aidan Hogan
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1636392369
Total Pages : 257 pages
Book Rating : 4.6/5 (363 download)

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Book Synopsis Knowledge Graphs by : Aidan Hogan

Download or read book Knowledge Graphs written by Aidan Hogan and published by Morgan & Claypool Publishers. This book was released on 2021-11-08 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 that require integrating and extracting value from multiple, diverse sources of data at large scale. The book defines knowledge graphs and provides a high-level overview of how they are used. It presents and contrasts popular graph models that are commonly used to represent data as graphs, and the languages by which they can be queried before describing how the resulting data graph can be enhanced with notions of schema, identity, and context. The book discusses how ontologies and rules can be used to encode knowledge as well as how inductive techniques—based on statistics, graph analytics, machine learning, etc.—can be used to encode and extract knowledge. It covers techniques for the creation, enrichment, assessment, and refinement of knowledge graphs and surveys recent open and enterprise knowledge graphs and the industries or applications within which they have been most widely adopted. The book closes by discussing the current limitations and future directions along which knowledge graphs are likely to evolve. This book is aimed at students, researchers, and practitioners who wish to learn more about knowledge graphs and how they facilitate extracting value from diverse data at large scale. To make the book accessible for newcomers, running examples and graphical notation are used throughout. Formal definitions and extensive references are also provided for those who opt to delve more deeply into specific topics.

The Knowledge Graph CookBook

Author : Andreas Blumauer
Publisher :
ISBN 13 : 9783902796707
Total Pages : pages
Book Rating : 4.7/5 (967 download)

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Book Synopsis The Knowledge Graph CookBook by : Andreas Blumauer

Download or read book The Knowledge Graph CookBook written by Andreas Blumauer and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Knowledge Graphs and Big Data Processing

Author : Valentina Janev
Publisher : Springer Nature
ISBN 13 : 3030531996
Total Pages : 212 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Knowledge Graphs and Big Data Processing by : Valentina Janev

Download or read book Knowledge Graphs and Big Data Processing written by Valentina Janev and published by Springer Nature. This book was released on 2020-07-15 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book is part of the LAMBDA Project (Learning, Applying, Multiplying Big Data Analytics), funded by the European Union, GA No. 809965. Data Analytics involves applying algorithmic processes to derive insights. Nowadays it is used in many industries to allow organizations and companies to make better decisions as well as to verify or disprove existing theories or models. The term data analytics is often used interchangeably with intelligence, statistics, reasoning, data mining, knowledge discovery, and others. The goal of this book is to introduce some of the definitions, methods, tools, frameworks, and solutions for big data processing, starting from the process of information extraction and knowledge representation, via knowledge processing and analytics to visualization, sense-making, and practical applications. Each chapter in this book addresses some pertinent aspect of the data processing chain, with a specific focus on understanding Enterprise Knowledge Graphs, Semantic Big Data Architectures, and Smart Data Analytics solutions. This book is addressed to graduate students from technical disciplines, to professional audiences following continuous education short courses, and to researchers from diverse areas following self-study courses. Basic skills in computer science, mathematics, and statistics are required.

The Semantic Web – ISWC 2019

Author : Chiara Ghidini
Publisher : Springer Nature
ISBN 13 : 303030793X
Total Pages : 754 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis The Semantic Web – ISWC 2019 by : Chiara Ghidini

Download or read book The Semantic Web – ISWC 2019 written by Chiara Ghidini and published by Springer Nature. This book was released on 2019-10-17 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set of LNCS 11778 and 11779 constitutes the refereed proceedings of the 18th International Semantic Web Conference, ISWC 2019, held in Auckland, New Zealand, in October 2019. The ISWC conference is the premier international forum for the Semantic Web / Linked Data Community. The total of 74 full papers included in this volume was selected from 283 submissions. The conference is organized in three tracks: for the Research Track 42 full papers were selected from 194 submissions; the Resource Track contains 21 full papers, selected from 64 submissions; and the In-Use Track features 11 full papers which were selected from 25 submissions to this track.

The Instructional Design Knowledge Base

Author : Rita C. Richey
Publisher : Routledge
ISBN 13 : 1136895418
Total Pages : 240 pages
Book Rating : 4.1/5 (368 download)

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Book Synopsis The Instructional Design Knowledge Base by : Rita C. Richey

Download or read book The Instructional Design Knowledge Base written by Rita C. Richey and published by Routledge. This book was released on 2010-10-18 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Instructional Design Knowledge Base: Theory, Research and Practice provides ID professionals and students at all levels with a comprehensive exploration of the theories and research that serve as a foundation for current and emerging ID practice. This book offers both current and classic interpretations of theory from a range of disciplines and approaches. It encompasses general systems, communication, learning, early instructional, media, conditions-based, constructivist design and performance-improvement theories. Features include: rich representations of the ID literature concise theory summaries specific examples of how theory is applied to practice recommendations for future research a glossary of related terms a comprehensive list of references. A perfect resource for instructional design and technology doctoral, masters and educational specialist certificate programs, The Instructional Design Knowledge Base provides students and scholars with a comprehensive background for ID practice and a foundation for future ID thinking.

Learning Environments by Design

Author : Catherine Lombardozzi
Publisher : Association for Talent Development
ISBN 13 : 1607283077
Total Pages : 193 pages
Book Rating : 4.6/5 (72 download)

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Book Synopsis Learning Environments by Design by : Catherine Lombardozzi

Download or read book Learning Environments by Design written by Catherine Lombardozzi and published by Association for Talent Development. This book was released on 2015-09-14 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning Environments by Design deeply explores today’s workplace learning. This book empowers you to customize learning for your workforce and unearths the answers to the questions you’ve been asking: How does learning happen? What is the future of instructional design? What makes learning environments work? Since the boom of e-learning, informal learning, and social learning, the learning environment landscape has changed dramatically and now offers a wide array of options for supporting knowledge and skill development at work. In this book, learning strategist Catherine Lombardozzi describes practical ways to customize learning experiences by creating a curated approach to skills development—one that features informal and social learning, developmental activities, experiential learning, as well as formal training. Authored by a career learning professional with more than 30 years’ experience, Learning Environments by Design is filled with useful examples, resources, and suggested learning environment blueprints to help you continue to be successful in a field that is forever changing. In this book, you will learn to: design a learning environment that supports learning and performance deliver more focused and impactful solutions to learning needs scaffold self-directed and social learning.

Enterprise Architecture at Work

Author : Marc Lankhorst
Publisher : Springer Science & Business Media
ISBN 13 : 3540275053
Total Pages : 334 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Enterprise Architecture at Work by : Marc Lankhorst

Download or read book Enterprise Architecture at Work written by Marc Lankhorst and published by Springer Science & Business Media. This book was released on 2005-12-05 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: An enterprise architecture tries to describe and control an organisation’s structure, processes, applications, systems and techniques in an integrated way. The unambiguous specification and description of components and their relationships in such an architecture requires a coherent architecture modelling language. Lankhorst and his co-authors present such an enterprise modelling language that captures the complexity of architectural domains and their relations and allows the construction of integrated enterprise architecture models. They provide architects with concrete instruments that improve their architectural practice. As this is not enough, they additionally present techniques and heuristics for communicating with all relevant stakeholders about these architectures. Since an architecture model is useful not only for providing insight into the current or future situation but can also be used to evaluate the transition from ‘as-is’ to ‘to-be’, the authors also describe analysis methods for assessing both the qualitative impact of changes to an architecture and the quantitative aspects of architectures, such as performance and cost issues. The modelling language and the other techniques presented have been proven in practice in many real-life case studies. So this book is an ideal companion for enterprise IT or business architects in industry as well as for computer or management science students studying the field of enterprise architecture.

Enterprise Design, Operations, and Computing

Author : Henderik A. Proper
Publisher : Springer Nature
ISBN 13 : 3031465873
Total Pages : 238 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Enterprise Design, Operations, and Computing by : Henderik A. Proper

Download or read book Enterprise Design, Operations, and Computing written by Henderik A. Proper and published by Springer Nature. This book was released on 2023-10-19 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 27th International Conference on Enterprise Design, Operations, and Computing, EDOC 2023, held in Groningen, The Netherlands, during October 30–November 3, 2023. The 12 full papers included in this book were carefully reviewed and selected from 36submissions. They were organized in topical sections as follows: Enterprise Modeling, Enterprise Architecture & Engineering, Model-Based Software Engineering, Enterprise Analysis with Process Mining, Process Improvement & Engineering, and Modeling in an Enterprise Context.

Multidimensional Databases and Data Warehousing

Author : Christian Jensen
Publisher : Springer Nature
ISBN 13 : 3031018419
Total Pages : 95 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Multidimensional Databases and Data Warehousing by : Christian Jensen

Download or read book Multidimensional Databases and Data Warehousing written by Christian Jensen and published by Springer Nature. This book was released on 2022-05-31 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present book's subject is multidimensional data models and data modeling concepts as they are applied in real data warehouses. The book aims to present the most important concepts within this subject in a precise and understandable manner. The book's coverage of fundamental concepts includes data cubes and their elements, such as dimensions, facts, and measures and their representation in a relational setting; it includes architecture-related concepts; and it includes the querying of multidimensional databases. The book also covers advanced multidimensional concepts that are considered to be particularly important. This coverage includes advanced dimension-related concepts such as slowly changing dimensions, degenerate and junk dimensions, outriggers, parent-child hierarchies, and unbalanced, non-covering, and non-strict hierarchies. The book offers a principled overview of key implementation techniques that are particularly important to multidimensional databases, including materialized views, bitmap indices, join indices, and star join processing. The book ends with a chapter that presents the literature on which the book is based and offers further readings for those readers who wish to engage in more in-depth study of specific aspects of the book's subject. Table of Contents: Introduction / Fundamental Concepts / Advanced Concepts / Implementation Issues / Further Readings

Exploiting Linked Data and Knowledge Graphs in Large Organisations

Author : Jeff Z. Pan
Publisher : Springer
ISBN 13 : 3319456547
Total Pages : 281 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Exploiting Linked Data and Knowledge Graphs in Large Organisations by : Jeff Z. Pan

Download or read book Exploiting Linked Data and Knowledge Graphs in Large Organisations written by Jeff Z. Pan and published by Springer. This book was released on 2017-01-24 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the topic of exploiting enterprise-linked data with a particular focus on knowledge construction and accessibility within enterprises. It identifies the gaps between the requirements of enterprise knowledge consumption and “standard” data consuming technologies by analysing real-world use cases, and proposes the enterprise knowledge graph to fill such gaps. It provides concrete guidelines for effectively deploying linked-data graphs within and across business organizations. It is divided into three parts, focusing on the key technologies for constructing, understanding and employing knowledge graphs. Part 1 introduces basic background information and technologies, and presents a simple architecture to elucidate the main phases and tasks required during the lifecycle of knowledge graphs. Part 2 focuses on technical aspects; it starts with state-of-the art knowledge-graph construction approaches, and then discusses exploration and exploitation techniques as well as advanced question-answering topics concerning knowledge graphs. Lastly, Part 3 demonstrates examples of successful knowledge graph applications in the media industry, healthcare and cultural heritage, and offers conclusions and future visions.

Web Data APIs for Knowledge Graphs

Author : Albert Meroño-Peñuela
Publisher : Springer Nature
ISBN 13 : 3031019172
Total Pages : 92 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Web Data APIs for Knowledge Graphs by : Albert Meroño-Peñuela

Download or read book Web Data APIs for Knowledge Graphs written by Albert Meroño-Peñuela and published by Springer Nature. This book was released on 2022-05-31 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 meaningful way) using SPARQL, Web APIs, and JSON. To do so, it focuses on the paradigmatic cases of two middleware software packages, grlc and SPARQL Transformer, which automatically build and run SPARQL-based REST APIs and allow the specification of JSON schema results, respectively. The authors highlight the underlying principles behind these technologies—query management, declarative languages, new levels of indirection, abstraction layers, and separation of concerns—, explain their practical usage, and describe their penetration in research projects and industry. The book, therefore, serves a double purpose: to provide a sound and technical description of tools and methods at the disposal of publishers and developers to quickly deploy and consume Web Data APIs on top of Knowledge Graphs; and to propose an extensible and heterogeneous Knowledge Graph access infrastructure that accommodates a growing ecosystem of querying paradigms.

Research Challenges in Information Science

Author : João Araújo
Publisher : Springer Nature
ISBN 13 : 3031594681
Total Pages : 190 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Research Challenges in Information Science by : João Araújo

Download or read book Research Challenges in Information Science written by João Araújo and published by Springer Nature. This book was released on with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Architecture of a Database System

Author : Joseph M. Hellerstein
Publisher : Now Publishers Inc
ISBN 13 : 1601980787
Total Pages : 137 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Architecture of a Database System by : Joseph M. Hellerstein

Download or read book Architecture of a Database System written by Joseph M. Hellerstein and published by Now Publishers Inc. This book was released on 2007 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Architecture of a Database System presents an architectural discussion of DBMS design principles, including process models, parallel architecture, storage system design, transaction system implementation, query processor and optimizer architectures, and typical shared components and utilities.

Building Knowledge Graphs

Author : Jesus Barrasa
Publisher :
ISBN 13 : 9781098127107
Total Pages : 350 pages
Book Rating : 4.1/5 (271 download)

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Book Synopsis Building Knowledge Graphs by : Jesus Barrasa

Download or read book Building Knowledge Graphs written by Jesus Barrasa and published by . This book was released on 2022-11-15 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Datalog and Logic Databases

Author : Sergio Greco
Publisher : Springer Nature
ISBN 13 : 3031018540
Total Pages : 155 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Datalog and Logic Databases by : Sergio Greco

Download or read book Datalog and Logic Databases written by Sergio Greco and published by Springer Nature. This book was released on 2022-05-31 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of logic in databases started in the late 1960s. In the early 1970s Codd formalized databases in terms of the relational calculus and the relational algebra. A major influence on the use of logic in databases was the development of the field of logic programming. Logic provides a convenient formalism for studying classical database problems and has the important property of being declarative, that is, it allows one to express what she wants rather than how to get it. For a long time, relational calculus and algebra were considered the relational database languages. However, there are simple operations, such as computing the transitive closure of a graph, which cannot be expressed with these languages. Datalog is a declarative query language for relational databases based on the logic programming paradigm. One of the peculiarities that distinguishes Datalog from query languages like relational algebra and calculus is recursion, which gives Datalog the capability to express queries like computing a graph transitive closure. Recent years have witnessed a revival of interest in Datalog in a variety of emerging application domains such as data integration, information extraction, networking, program analysis, security, cloud computing, ontology reasoning, and many others. The aim of this book is to present the basics of Datalog, some of its extensions, and recent applications to different domains.