Personal Knowledge Graphs Pkgs

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Personal Knowledge Graphs Pkgs

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Author : Sanju Tiwari
language : en
Publisher: IET
Release Date : 2023-10

Personal Knowledge Graphs Pkgs written by Sanju Tiwari and has been published by IET this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10 with Computers categories.

Personal knowledge graphs (PKGs) support the development of innovative digitalized personalized applications, which keep users updated, help them manage their day-to-day activities and facilitate informed decisions. This book systematically explores the global advanced research around PKGs from methodologies to tools and applications.

Semantic Systems The Power Of Ai And Knowledge Graphs

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Author : Maribel Acosta
language : en
Publisher: Springer Nature
Release Date : 2019-11-04

Semantic Systems The Power Of Ai And Knowledge Graphs written by Maribel Acosta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-04 with Computers categories.

This open access book constitutes the refereed proceedings of the 15th International Conference on Semantic Systems, SEMANTiCS 2019, held in Karlsruhe, Germany, in September 2019. The 20 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 88 submissions. They cover topics such as: web semantics and linked (open) data; machine learning and deep learning techniques; semantic information management and knowledge integration; terminology, thesaurus and ontology management; data mining and knowledge discovery; semantics in blockchain and distributed ledger technologies.

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 Graphs And Big Data Processing

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Author : Valentina Janev
language : en
Publisher: Springer Nature
Release Date : 2020-07-15

Knowledge Graphs And Big Data Processing written by Valentina Janev and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-15 with Computers categories.

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.

Knowledge Graphs And Semantic Web

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Author : Boris Villazón-Terrazas
language : en
Publisher: Springer Nature
Release Date : 2021-11-23

Knowledge Graphs And Semantic Web written by Boris Villazón-Terrazas and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-23 with Computers categories.

This book constitutes the thoroughly refereed proceedings of the Third Iberoamerican Conference, KGSWC 2021, held in Kingsville, Texas, USA, in November 2021.* The 22 full and 2 short papers presented were carefully reviewed and selected from 85 submissions. The papers cover topics related to software and its engineering, information systems, software creation and management, World Wide Web, web data description languages, and others. *Due to the Covid-19 pandemic the conference was held virtually.

Hhai 2023 Augmenting Human Intellect

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Author : P. Lukowicz
language : en
Publisher: IOS Press
Release Date : 2023-07-07

Hhai 2023 Augmenting Human Intellect written by P. Lukowicz and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-07 with Computers categories.

Artificial intelligence (AI) has been much in the news recently, with some commentators expressing concern that AI might eventually replace humans. But many developments in AI are designed to enhance and supplement the performance of humans rather than replace them, and a novel field of study, with new approaches and solutions to the development of AI, has arisen to focus on this aspect of the technology. This book presents the proceedings of HHAI2023, the 2nd International Conference on Hybrid Human-Artificial Intelligence, held from 26-30 June 2023, in Munich, Germany. The HHAI international conference series is focused on the study of artificially intelligent systems that cooperate synergistically, proactively, responsibly and purposefully with humans, amplifying rather than replacing human intelligence, and invites contributions from various fields, including AI, human-computer interaction, the cognitive and social sciences, computer science, philosophy, among others. A total of 78 submissions were received for the main conference track, and most papers were reviewed by at least three reviewers. The overall final acceptance rate was 43%, with 14 contributions accepted as full papers, 14 as working papers, and 6 as extended abstracts. The papers presented here cover topics including interactive hybrid agents; hybrid intelligence for decision support; hybrid intelligence for health; and values such as fairness and trust in hybrid intelligence. We further accepted 17 posters and 4 demos as well as 8 students to the first HHAI doctoral consortium this year. The authors of 4 working papers and 2 doctoral consortium submissions opted for not publishing their submissions to allow a later full submission, resulting in a total of 57 papers included in this proceedings Addressing all aspects of AI systems that assist humans and emphasizing the need for adaptive, collaborative, responsible, interactive, and human-centered artificial intelligence systems which can leverage human strengths and compensate for human weaknesses while considering social, ethical, and legal considerations, the book will be of interest to all those working in the field.

Essential Balances

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Author : Ivo Velitchkov
language : en
Publisher: Kvistgaard
Release Date : 2020-11-27

Essential Balances written by Ivo Velitchkov and has been published by Kvistgaard this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-27 with categories.

What should you do if someone throws melons at you? How does your immune system keep you alive when attacked by a brand new invader? Why might arriving late to a jazz festival be a good thing? What happens when a carrot turns into a rabbit? If you are a manager or leader in an organization - company, public service, or NGO - or you are simply interested in how to make your organization work better, then this book is for you. If you have the feeling that you are skating over the surface of what is really going on in your organization, if you know that there is something more vital that you are missing out on, if you're frustrated by applying the same management fads over and over, just with different labels on, then perhaps you are open to looking deeper into what makes organizations function, fail, and flourish. This book will walk you through these questions and more. But instead of giving you answers and prescriptions, Essential Balances guides you through a whole new way of seeing, thinking, and being. You will see how to turn this into new habits, discover fundamental principles, and be able to see and influence the three Essential Balances: Autonomy and CohesionStability and DiversityExploration and ExploitationAutonomy and Cohesion - Can you have freedom but keep everything working together at the same time? The rabbit is independent, not stuck to the ground, but what are the limits to its freedom? And now free, is it better off than the carrot it once was? Stability and Diversity - Is difference and divergence at odds with a stable organization? How would you know? What can we learn from our immune systems about dealing with uncertainty? Exploration and Exploitation - Should you go out and find new clients, new markets, or new opportunities or would it be better to wring the most out of where you are, what you have, and what you currently do? If you arrive late for a jazz festival and run into the first hall you come to, might you discover a new act that you love, but never would have picked from the programme? These balances apply at all levels: personal, organizational, and societal. The habits to monitor, maintain and adjust them start with noticing that they pervade everything we do. Then we must learn not just to balance ourselves and our organizations, but also to balance the use of the balances. When we explore this and embrace the paradoxes of organizations and discover that it is those very paradoxes that make organizations vital and alive, we start to realise that it is dynamic balance - constant adjusting, noticing, shifting.So if you want to cast off the weight of management fads and fashions and glimpse wisdom that will change the way you notice the essence of everything, then get Essential Balances today. ABOUT THE AUTHOR Ivo Velitchkov is a management consultant and enterprise architect. For the last 25 years, he has worked with big public and private organizations helping them with their strategy, structures and information. He has worked as a project manager, CEO, coach, consultant, researcher, and trainer. In all these roles he kept searching for the deeper principles that support organisms, organizations and society to live, survive, and thrive. Ivo has a PhD in Computer Science. He lives in Belgium with his wife and two children. He enjoys jazz concerts, playing tennis, sailing, and grooving the bass in a dad-rock cover band.Check out Ivo's blog https: //www.strategicstructures.com and follow him on Twitter: https: //twitter.com/kvistgaa

Emerging Research In Intelligent Systems

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Author : Gonzalo Fernando Olmedo Cifuentes
language : en
Publisher: Springer Nature
Release Date :

Emerging Research In Intelligent Systems written by Gonzalo Fernando Olmedo Cifuentes and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.

Exploiting Linked Data And Knowledge Graphs In Large Organisations

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Author : Jeff Z. Pan
language : en
Publisher: Springer
Release Date : 2017-01-24

Exploiting Linked Data And Knowledge Graphs In Large Organisations written by Jeff Z. Pan and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-24 with Computers categories.

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.

Domain Specific Knowledge Graph Construction

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Author : Mayank Kejriwal
language : en
Publisher: Springer
Release Date : 2019-03-04

Domain Specific Knowledge Graph Construction written by Mayank Kejriwal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-04 with Computers categories.

The vast amounts of ontologically unstructured information on the Web, including HTML, XML and JSON documents, natural language documents, tweets, blogs, markups, and even structured documents like CSV tables, all contain useful knowledge that can present a tremendous advantage to the Artificial Intelligence community if extracted robustly, efficiently and semi-automatically as knowledge graphs. Domain-specific Knowledge Graph Construction (KGC) is an active research area that has recently witnessed impressive advances due to machine learning techniques like deep neural networks and word embeddings. This book will synthesize Knowledge Graph Construction over Web Data in an engaging and accessible manner. The book will describe a timely topic for both early -and mid-career researchers. Every year, more papers continue to be published on knowledge graph construction, especially for difficult Web domains. This work would serve as a useful reference, as well as an accessible but rigorous overview of this body of work. The book will present interdisciplinary connections when possible to engage researchers looking for new ideas or synergies. This will allow the book to be marketed in multiple venues and conferences. The book will also appeal to practitioners in industry and data scientists since it will have chapters on both data collection, as well as a chapter on querying and off-the-shelf implementations. The author has, and continues to, present on this topic at large and important conferences. He plans to make the powerpoint he presents available as a supplement to the work. This will draw a natural audience for the book. Some of the reviewers are unsure about his position in the community but that seems to be more a function of his age rather than his relative expertise. I agree with some of the reviewers that the title is a little complicated. I would recommend “Domain Specific Knowledge Graphs”.