Towards A Knowledge Aware Ai
DOWNLOAD
Download Towards A Knowledge Aware Ai PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Towards A Knowledge Aware Ai book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Towards A Knowledge Aware Ai
DOWNLOAD
Author : A. Dimou
language : en
Publisher: IOS Press
Release Date : 2022-09-29
Towards A Knowledge Aware Ai written by A. Dimou and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-29 with Computers categories.
Semantic systems lie at the heart of modern computing, interlinking with areas as diverse as AI, data science, knowledge discovery and management, big data analytics, e-commerce, enterprise search, technical documentation, document management, business intelligence, enterprise vocabulary management, machine learning, logic programming, content engineering, social computing, and the Semantic Web. This book presents the proceedings of SEMANTiCS 2022, the 18th International Conference on Semantic Systems, held as a hybrid event – live in Vienna, Austria and online – from 12 to 15 September 2022. The SEMANTiCS conference is an annual meeting place for the professionals and researchers who make semantic computing work, who understand its benefits and encounter its limitations, and is attended by information managers, IT architects, software engineers, and researchers from organizations ranging from research facilities and NPOs, through public administrations to the largest companies in the world. The theme and subtitle of the 2022 conference was Towards A Knowledge-Aware AI, and the book contains 15 papers, selected on the basis of quality, impact and scientific merit following a rigorous review process which resulted in an acceptance rate of 29%. The book is divided into four chapters: semantics in data quality, standards and protection; representation learning and reasoning for downstream AI tasks; ontology development; and learning over complementary knowledge. Providing an overview of emerging trends and topics in the wide area of semantic computing, the book will be of interest to anyone involved in the development and deployment of computer technology and AI systems.
Towards A Knowledge Aware Ai
DOWNLOAD
Author : A. Dimou
language : en
Publisher:
Release Date : 2022-09-29
Towards A Knowledge Aware Ai written by A. Dimou and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-29 with categories.
Semantic systems lie at the heart of modern computing, interlinking with areas as diverse as AI, data science, knowledge discovery and management, big data analytics, e-commerce, enterprise search, technical documentation, document management, business intelligence, enterprise vocabulary management, machine learning, logic programming, content engineering, social computing, and the Semantic Web. This book presents the proceedings of SEMANTiCS 2022, the 18th International Conference on Semantic Systems, held as a hybrid event - live in Vienna, Austria and online - from 12 to 15 September 2022. The SEMANTiCS conference is an annual meeting place for the professionals and researchers who make semantic computing work, who understand its benefits and encounter its limitations, and is attended by information managers, IT architects, software engineers, and researchers from organizations ranging from research facilities and NPOs, through public administrations to the largest companies in the world. The theme and subtitle of the 2022 conference was Towards A Knowledge-Aware AI, and the book contains 15 papers, selected on the basis of quality, impact and scientific merit following a rigorous review process which resulted in an acceptance rate of 29%. The book is divided into four chapters: semantics in data quality, standards and protection; representation learning and reasoning for downstream AI tasks; ontology development; and learning over complementary knowledge. Providing an overview of emerging trends and topics in the wide area of semantic computing, the book will be of interest to anyone involved in the development and deployment of computer technology and AI systems.
Knowledge Graphs For Explainable Artificial Intelligence Foundations Applications And Challenges
DOWNLOAD
Author : Ilaria Tiddi
language : en
Publisher:
Release Date : 2020
Knowledge Graphs For Explainable Artificial Intelligence Foundations Applications And Challenges written by Ilaria Tiddi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Artificial intelligence categories.
The latest advances in Artificial Intelligence and (deep) Machine Learning in particular revealed a major drawback of modern intelligent systems, namely the inability to explain their decisions in a way that humans can easily understand. While eXplainable AI rapidly became an active area of research in response to this need for improved understandability and trustworthiness, the field of Knowledge Representation and Reasoning (KRR) has on the other hand a long-standing tradition in managing information in a symbolic, human-understandable form. This book provides the first comprehensive collection of research contributions on the role of knowledge graphs for eXplainable AI (KG4XAI), and the papers included here present academic and industrial research focused on the theory, methods and implementations of AI systems that use structured knowledge to generate reliable explanations. Introductory material on knowledge graphs is included for those readers with only a minimal background in the field, as well as specific chapters devoted to advanced methods, applications and case-studies that use knowledge graphs as a part of knowledge-based, explainable systems (KBX-systems). The final chapters explore current challenges and future research directions in the area of knowledge graphs for eXplainable AI. The book not only provides a scholarly, state-of-the-art overview of research in this subject area, but also fosters the hybrid combination of symbolic and subsymbolic AI methods, and will be of interest to all those working in the field.
Embedding Knowledge Graphs With Rdf2vec
DOWNLOAD
Author : Heiko Paulheim
language : en
Publisher: Springer Nature
Release Date : 2023-06-03
Embedding Knowledge Graphs With Rdf2vec written by Heiko Paulheim and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-03 with Computers categories.
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 tailored vectors for a knowledge graph at hand. They also demonstrate different extensions of RDF2vec and how they affect not only the downstream performance, but also the expressivity of the resulting vector representation, and analyze the resulting vector spaces and the semantic properties they encode.
The Semantic Web
DOWNLOAD
Author : Edward Curry
language : en
Publisher: Springer Nature
Release Date : 2025-05-31
The Semantic Web written by Edward Curry and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-31 with Computers categories.
This two-volume set LNCS 15718-15719 constitutes the refereed proceedings of the 22nd European Semantic Web Conference, ESWC 2025, held in Portoroz, Slovenia, during June 1–5, 2025. The 45 full papers presented were carefully reviewed and selected from 155 submissions.The ESWC’s Research track addresses the theoretical, analytical, and empirical aspects of the semantic web, semantic technologies, knowledge graphs and semantics on the Web in general. The In-use track focuses on contributions that reuse and apply state-of-the-art semantic technologies or resources to real-world settings. The resource track deals with resource contributions that are, on the one hand innovative or novel, and on the other hand sharable and reusable (e.g. datasets, knowledge graphs, ontologies, workflows, benchmarks, frameworks), and provide the necessary scaffolding to support the generation of scientific work and advance the state of the art.
New Frontiers In Artificial Intelligence
DOWNLOAD
Author : Mayumi Bono
language : en
Publisher: Springer Nature
Release Date : 2024-06-03
New Frontiers In Artificial Intelligence written by Mayumi Bono and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-03 with Computers categories.
This LNAI volume 14644 constitutes the revised selected papers of JSAI-isAI 2023 International Workshops, JURISIN, SCIDOCA, EmSemi and AI-Biz, in Kumamoto, in Japan, held in June 2023. The 15 full papers included in this volume were carefully reviewed and selected from 52 submissions. JSAI-isAI 2023 hosted four workshops (JURISIN 2023, SCIDOCA 2023, EmSemi2023, and AI-Biz 2023): The 17th International Workshop on Juris-informatics (JURISIN 2023) details legal issues from the perspective of information science. It covers various topics, including models of legal reasoning, argumentation agents, legal ontologies, legal knowledge bases, computerized legal education, AI legal problems, legal document analysis, natural language processing for law. The 7th International Workshop on Scientific Document Analysis (SCIDOCA2023) is an annual international workshop focusing on various aspects and perspectives of scientific document analysis for their effcient use and exploration. The first International Workshop on Embodied Semiotics (EmSemi2023) focuses on developing a ”multimodal semiotic” approach to the existing semiotics discussed in the fields of linguistics and philosophy of language, focusing on the phenomena such as gestures and signs in language interactions, which have not yet been clearly characterized as symbols. The International Workshop on Artificial Intelligence of and for Business (AI-Biz 2023) focuses on the vast business and AI technology fields. It covers various topics, including investment strategy, Stock market, mergers and acquisitions, online advertisement, knowledge extraction, power market, collaborative multi-agent, visualization, COVID-19 infections, classification, fake news, wide and deep learning.
Knowledge Graphs Semantics Machine Learning And Languages
DOWNLOAD
Author : M. Acosta
language : en
Publisher: IOS Press
Release Date : 2023-10-03
Knowledge Graphs Semantics Machine Learning And Languages written by M. Acosta and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-03 with Computers categories.
Semantic computing is an integral part of modern technology, an essential component of fields as diverse as artificial intelligence, data science, knowledge discovery and management, big data analytics, e-commerce, enterprise search, technical documentation, document management, business intelligence, and enterprise vocabulary management. This book presents the proceedings of SEMANTICS 2023, the 19th International Conference on Semantic Systems, held in Leipzig, Germany, from 20 to 22 September 2023. The conference is a pivotal event for those professionals and researchers actively engaged in harnessing the power of semantic computing, an opportunity to increase their understanding of the subject’s transformative potential while confronting its practical limitations. Attendees include information managers, IT architects, software engineers, and researchers from a broad spectrum of organizations, including research facilities, non-profit entities, public administrations, and the world's largest corporations. For this year’s conference a total of 54 submissions were received in response to a call for papers. These were subjected to a rigorous, double-blind review process, with at least three independent reviews conducted for each submission. The 16 papers included here were ultimately accepted for presentation, with an acceptance rate of 29.6%. Areas covered include novel research challenges in areas such as data science, machine learning, logic programming, content engineering, social computing, and the Semantic Web. The book provides an up-to-date overview, which will be of interest to all those wishing to stay abreast of emerging trends and themes within the vast field of semantic computing.
Privacy Technologies And Policy
DOWNLOAD
Author : Meiko Jensen
language : en
Publisher: Springer Nature
Release Date : 2024-07-31
Privacy Technologies And Policy written by Meiko Jensen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-31 with Computers categories.
This book constitutes the refereed proceedings of the 12th Annual Privacy Forum on Privacy Technologies and Policy, APF 2024, held in Karlstad, Sweden, during September 4–5, 2024. The 12 full papers were carefully reviewed and selected from 60 submissions. This conference was established as an opportunity to bring together key communities, namely policy, academia, and industry, in the broader area of privacy and data protection while focusing on privacy-related application areas. Like in the previous edition, a large focus of the 2024 conference was on the General Data Protection Regulation (GDPR) and the emerging legislation around the European Data Spaces and Arti cial Intelligence. Chapter 3, 9, 12 are licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/). For further details see license information in the chapter.
Legal Knowledge And Information Systems
DOWNLOAD
Author : G. Sileno
language : en
Publisher: IOS Press
Release Date : 2023-12-15
Legal Knowledge And Information Systems written by G. Sileno and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-15 with Computers categories.
This book presents the proceedings of JURIX 2023, the 36th International Conference on Legal Knowledge and Information Systems held in Maastricht, the Netherlands. It provides insights into the intersection of law and artificial intelligence, featuring contributions from academics and professionals worldwide. Topics include computational models of legal reasoning, legal data analytics, machine learning applications, and network analysis in law. The conference proceedings highlight advancements in formal approaches like case-based reasoning and deontic logic, as well as hybrid methods bridging symbolic and sub-symbolic techniques. The book targets researchers and practitioners in AI and law, offering a comprehensive overview of current research trends and applications.
Multilinguality In Knowledge Graphs
DOWNLOAD
Author : L.-A. Kaffee
language : en
Publisher: IOS Press
Release Date : 2023-11-14
Multilinguality In Knowledge Graphs written by L.-A. Kaffee and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-14 with Computers categories.
Content on the web is predominantly written in English, making it inaccessible to those who only speak other languages. Knowledge graphs can store multilingual information, facilitate the creation of multilingual applications, and make content accessible to multiple language communities. This book, Multilinguality in Knowledge Graphs, presents studies which assess and improve the state of labels and languages in knowledge graphs and the application of multilingual information. The author proposes ways of using multilingual knowledge graphs to reduce the gaps in coverage between languages, and the book explores the current state of language distribution in knowledge graphs by developing a framework based on existing standards, frameworks, and guidelines to measure label and language distribution in knowledge graphs. Applying this framework to a dataset representing the web of data, and to Wikidata, both a lack of labeling on the web and a bias towards a small set of languages were found. The book explores how a knowledge of labels and languages can be used in the domain of answering questions, and demonstrates how the framework can be applied to the task of ranking and selecting knowledge graphs for a set of user questions. Transliteration and translation of knowledge graph labels and aliases are also covered, as is the automatic classification of labels into one or the other to train a model for each task. The book provides a wide range of information on working with data and knowledge graphs in less-resourced languages.