Building Knowledge Graphs
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Building Knowledge Graphs
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Author : Jesus Barrasa
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2023-06-22
Building Knowledge Graphs written by Jesus Barrasa and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-22 with Computers categories.
Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you create a knowledge graph? And how do you move it from theory into production? Using hands-on examples, this practical book shows data scientists and data engineers how to build their own knowledge graphs. Authors Jesús Barrasa and Jim Webber from Neo4j illustrate common patterns for building knowledge graphs that solve many of today’s pressing knowledge management problems. You’ll quickly discover how these graphs become increasingly useful as you add data and augment them with algorithms and machine learning. Learn the organizing principles necessary to build a knowledge graph Explore how graph databases serve as a foundation for knowledge graphs Understand how to import structured and unstructured data into your graph Follow examples to build integration-and-search knowledge graphs Learn what pattern detection knowledge graphs help you accomplish Explore dependency knowledge graphs through examples Use examples of natural language knowledge graphs and chatbots Use graph algorithms and ML to gain insight into connected data
Building Knowledge Graphs
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Author : Jesus Barrasa
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2023-06-22
Building Knowledge Graphs written by Jesus Barrasa and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-22 with Computers categories.
Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying information. How do you create a knowledge graph? And how do you move it from theory into production? Using hands-on examples, this practical book shows data scientists and data engineers how to build their own knowledge graphs. Authors Jesús Barrasa and Jim Webber from Neo4j illustrate common patterns for building knowledge graphs that solve many of today’s pressing knowledge management problems. You’ll quickly discover how these graphs become increasingly useful as you add data and augment them with algorithms and machine learning. Learn the organizing principles necessary to build a knowledge graph Explore how graph databases serve as a foundation for knowledge graphs Understand how to import structured and unstructured data into your graph Follow examples to build integration-and-search knowledge graphs Learn what pattern detection knowledge graphs help you accomplish Explore dependency knowledge graphs through examples Use examples of natural language knowledge graphs and chatbots Use graph algorithms and ML to gain insight into connected data
Designing And Building Enterprise Knowledge Graphs
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Author : Juan Sequeda
language : en
Publisher: Springer
Release Date : 2021-08-04
Designing And Building Enterprise Knowledge Graphs written by Juan Sequeda and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-04 with Computers categories.
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.
Designing And Building Enterprise Knowledge Graphs
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Author : Juan Sequeda
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Designing And Building Enterprise Knowledge Graphs written by Juan Sequeda and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
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 Graph And Semantic Computing Knowledge Computing And Language Understanding
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Author : Xiaoyan Zhu
language : en
Publisher: Springer Nature
Release Date : 2020-01-03
Knowledge Graph And Semantic Computing Knowledge Computing And Language Understanding written by Xiaoyan Zhu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-03 with Computers categories.
This book constitutes the refereed proceedings of the 4th China Conference on Knowledge Graph and Semantic Computing, CCKS 2019, held in Hangzhou, China, in August 2019. The 18 revised full papers presented were carefully reviewed and selected from 140 submissions. The papers cover wide research fields including the knowledge graph, the semantic Web, linked data, NLP, information extraction, knowledge representation and reasoning.
Explainable Trustworthy And Responsiveintelligent Processing Of Biological Resources Integrating Data Information Knowledge And Wisdom Volume Ii
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Author : Yucong Duan
language : en
Publisher: Frontiers Media SA
Release Date : 2023-02-01
Explainable Trustworthy And Responsiveintelligent Processing Of Biological Resources Integrating Data Information Knowledge And Wisdom Volume Ii written by Yucong Duan and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-01 with Science categories.
Building Knowledge Graphs From Messy Enterprise Data
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Author : Markus Schröder
language : en
Publisher:
Release Date : 2022
Building Knowledge Graphs From Messy Enterprise Data written by Markus Schröder and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
Knowledge Graphs
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Author : Dieter Fensel
language : en
Publisher: Springer Nature
Release Date : 2020-01-31
Knowledge Graphs written by Dieter Fensel and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-31 with Computers categories.
This book describes methods and tools that empower information providers to build and maintain knowledge graphs, including those for manual, semi-automatic, and automatic construction; implementation; and validation and verification of semantic annotations and their integration into knowledge graphs. It also presents lifecycle-based approaches for semi-automatic and automatic curation of these graphs, such as approaches for assessment, error correction, and enrichment of knowledge graphs with other static and dynamic resources. Chapter 1 defines knowledge graphs, focusing on the impact of various approaches rather than mathematical precision. Chapter 2 details how knowledge graphs are built, implemented, maintained, and deployed. Chapter 3 then introduces relevant application layers that can be built on top of such knowledge graphs, and explains how inference can be used to define views on such graphs, making it a useful resource for open and service-oriented dialog systems. Chapter 4 discusses applications of knowledge graph technologies for e-tourism and use cases for other verticals. Lastly, Chapter 5 provides a summary and sketches directions for future work. The additional appendix introduces an abstract syntax and semantics for domain specifications that are used to adapt schema.org to specific domains and tasks. To illustrate the practical use of the approaches presented, the book discusses several pilots with a focus on conversational interfaces, describing how to exploit knowledge graphs for e-marketing and e-commerce. It is intended for advanced professionals and researchers requiring a brief introduction to knowledge graphs and their implementation.
Knowledge Graph
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Author : Guilin Qi
language : en
Publisher: Springer
Release Date : 2022-10-24
Knowledge Graph written by Guilin Qi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-24 with Computers categories.
This book provides a systematic and comprehensive overview of knowledge graph, covering all aspects including the theoretical foundations, key techniques and methodologies, and various typical applications. Special focus is given to the practical methods for knowledge graph construction and management, especially methods for constructing knowledge graphs from texts and from Encyclopedia, and methods for knowledge fusion and reasoning. It can serve as reference book for researchers and students new to knowledge graph. From this book, the readers will learn how to construct large-scale knowledge graphs from different sources, how to manage multiple knowledge graphs and do reasoning with a knowledge graph. Some basic knowledge on discrete mathematics, probability and statistics, data structure, and databases is required to understand the book content well.
Building Application Frameworks
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Author : Mohamed E. Fayad
language : en
Publisher:
Release Date : 1999-09-27
Building Application Frameworks written by Mohamed E. Fayad and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-09-27 with Computers categories.
Object Technology The first experience-based guide to building object-oriented frameworks Building Application Frameworks By providing reusable skeletons on which to build new applications, frameworks can save you countless hours and thousands (even millions) of dollars in development costs. Written and edited by some of the top names in the object-oriented programming world, this is the first complete study of building frameworks. Using examples drawn from successful implementations worldwide, it walks you through all the steps of a framework development project. Providing guidance on all key technical and business issues surrounding framework construction, it covers: * Techniques for developing, integrating, and adapting frameworks * Leveraging existing design and code * Selecting and utilizing frameworks * Tracking, controlling, and documenting framework development * Maintaining, measuring, and controlling framework quality * Training developers in the effective use of frameworks * Evaluating frameworks and framework investments