Reasoning Web Declarative Artificial Intelligence

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Reasoning Web. Declarative Artificial Intelligence

Author : Marco Manna
Publisher : Springer Nature
ISBN 13 : 303060067X
Total Pages : 255 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Reasoning Web. Declarative Artificial Intelligence by : Marco Manna

Download or read book Reasoning Web. Declarative Artificial Intelligence written by Marco Manna and published by Springer Nature. This book was released on 2020-10-17 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 8 lecture notes of the 16th Reasoning Web Summer School (RW 2020), held in Oslo, Norway, in June 2020. The Reasoning Web series of annual summer schools has become the prime educational event in the field of reasoning techniques on the Web, attracting both young and established researchers. The broad theme of this year's summer school was “Declarative Artificial Intelligence” and it covered various aspects of ontological reasoning and related issues that are of particular interest to Semantic Web and Linked Data applications. The following eight lectures have been presented during the school: Introduction to Probabilistic Ontologies, On the Complexity of Learning Description Logic Ontologies, Explanation via Machine Arguing, Stream Reasoning: From Theory to Practice, First-Order Rewritability of Temporal Ontology-Mediated Queries, An Introduction to Answer Set Programming and Some of Its Extensions, Declarative Data Analysis using Limit Datalog Programs, and Knowledge Graphs: Research Directions.

Reasoning Web. Declarative Artificial Intelligence

Author : Mantas Šimkus
Publisher : Springer Nature
ISBN 13 : 3030954811
Total Pages : 194 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Reasoning Web. Declarative Artificial Intelligence by : Mantas Šimkus

Download or read book Reasoning Web. Declarative Artificial Intelligence written by Mantas Šimkus and published by Springer Nature. This book was released on 2022-01-31 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of the Reasoning Web Summer School is to disseminate recent advances on reasoning techniques and related issues that are of particular interest to Semantic Web and Linked Data applications. It is primarily intended for postgraduate students, postdocs, young researchers, and senior researchers wishing to deepen their knowledge. As in the previous years, lectures in the summer school were given by a distinguished group of expert lecturers. The broad theme of this year's summer school was again “Declarative Artificial Intelligence” and it covered various aspects of ontological reasoning and related issues that are of particular interest to Semantic Web and Linked Data applications. The following eight lectures were presented during the school: Foundations of Graph Path Query Languages; On Combining Ontologies and Rules; Modelling Symbolic Knowledge Using Neural Representations; Mining the Semantic Web with Machine Learning: Main Issues That Need to Be Known; Temporal ASP: From Logical Foundations to Practical Use with telingo; A Review of SHACL: From Data Validation to Schema Reasoning for RDF Graphs; and Score-Based Explanations in Data Management and Machine Learning.

Reasoning Web. Causality, Explanations and Declarative Knowledge

Author : Leopoldo Bertossi
Publisher : Springer Nature
ISBN 13 : 303131414X
Total Pages : 219 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Reasoning Web. Causality, Explanations and Declarative Knowledge by : Leopoldo Bertossi

Download or read book Reasoning Web. Causality, Explanations and Declarative Knowledge written by Leopoldo Bertossi and published by Springer Nature. This book was released on 2023-04-27 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of the Reasoning Web Summer School is to disseminate recent advances on reasoning techniques and related issues that are of particular interest to Semantic Web and Linked Data applications. It is primarily intended for postgraduate students, postdocs, young researchers, and senior researchers wishing to deepen their knowledge. As in the previous years, lectures in the summer school were given by a distinguished group of expert lecturers. The broad theme of this year's summer school was “Reasoning in Probabilistic Models and Machine Learning” and it covered various aspects of ontological reasoning and related issues that are of particular interest to Semantic Web and Linked Data applications. The following eight lectures were presented during the school: Logic-Based Explainability in Machine Learning; Causal Explanations and Fairness in Data; Statistical Relational Extensions of Answer Set Programming; Vadalog: Its Extensions and Business Applications; Cross-Modal Knowledge Discovery, Inference, and Challenges; Reasoning with Tractable Probabilistic Circuits; From Statistical Relational to Neural Symbolic Artificial Intelligence; Building Intelligent Data Apps in Rel using Reasoning and Probabilistic Modelling.

Reasoning Web. Explainable Artificial Intelligence

Author : Markus Krötzsch
Publisher : Springer Nature
ISBN 13 : 3030314235
Total Pages : 294 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Reasoning Web. Explainable Artificial Intelligence by : Markus Krötzsch

Download or read book Reasoning Web. Explainable Artificial Intelligence written by Markus Krötzsch and published by Springer Nature. This book was released on 2019-09-17 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains lecture notes of the 15th Reasoning Web Summer School (RW 2019), held in Bolzano, Italy, in September 2019. The research areas of Semantic Web, Linked Data, and Knowledge Graphs have recently received a lot of attention in academia and industry. Since its inception in 2001, the Semantic Web has aimed at enriching the existing Web with meta-data and processing methods, so as to provide Web-based systems with intelligent capabilities such as context awareness and decision support. The Semantic Web vision has been driving many community efforts which have invested a lot of resources in developing vocabularies and ontologies for annotating their resources semantically. Besides ontologies, rules have long been a central part of the Semantic Web framework and are available as one of its fundamental representation tools, with logic serving as a unifying foundation. Linked Data is a related research area which studies how one can make RDF data available on the Web and interconnect it with other data with the aim of increasing its value for everybody. Knowledge Graphs have been shown useful not only for Web search (as demonstrated by Google, Bing, etc.) but also in many application domains.

Artificial Intelligence Logic and Applications

Author : Songmao Zhang
Publisher : Springer Nature
ISBN 13 : 9819978696
Total Pages : 459 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Artificial Intelligence Logic and Applications by : Songmao Zhang

Download or read book Artificial Intelligence Logic and Applications written by Songmao Zhang and published by Springer Nature. This book was released on 2023-12-16 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Third International Conference, AILA 2023, held in Changchun, China, during August 5–6, 2023. The 26 full papers and the 10 short papers included in this volume were carefully reviewed and selected from 56 submissions. This volume aims to provide novel ideas, original research achievements, and practical experiences in a broad range of artificial intelligence logic and applications.

HHAI 2023: Augmenting Human Intellect

Author : P. Lukowicz
Publisher : IOS Press
ISBN 13 : 1643683950
Total Pages : 556 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis HHAI 2023: Augmenting Human Intellect by : P. Lukowicz

Download or read book HHAI 2023: Augmenting Human Intellect written by P. Lukowicz and published by IOS Press. This book was released on 2023-07-07 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Reasoning Web. Semantic Technologies for Intelligent Data Access

Author : Sebastian Rudolph
Publisher : Springer
ISBN 13 : 3642397840
Total Pages : 285 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Reasoning Web. Semantic Technologies for Intelligent Data Access by : Sebastian Rudolph

Download or read book Reasoning Web. Semantic Technologies for Intelligent Data Access written by Sebastian Rudolph and published by Springer. This book was released on 2013-07-22 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the lecture notes of the 9th Reasoning Web Summer School 2013, held in Mannheim, Germany, in July/August 2013. The 2013 summer school program covered diverse aspects of Web reasoning, ranging from scalable lightweight formalisms such as RDF to more expressive ontology languages based on description logics. It also featured foundational reasoning techniques used in answer set programming and ontology-based data access as well as emerging topics like geo-spatial information handling and reasoning-driven information extraction and integration.

The Semantic Web

Author : Catia Pesquita
Publisher : Springer Nature
ISBN 13 : 3031334558
Total Pages : 742 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis The Semantic Web by : Catia Pesquita

Download or read book The Semantic Web written by Catia Pesquita and published by Springer Nature. This book was released on 2023-05-21 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20th International Conference on The Semantic Web, ESWC 2023, held in Hersonissos, Crete, Greece, during May 28–June 1, 2023. The 41 full papers included in this book were carefully reviewed and selected from 167 submissions. They are organized in topical sections as follows: research, resource and in-use.

Rules and Reasoning

Author : Sotiris Moschoyiannis
Publisher : Springer Nature
ISBN 13 : 3030911675
Total Pages : 298 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Rules and Reasoning by : Sotiris Moschoyiannis

Download or read book Rules and Reasoning written by Sotiris Moschoyiannis and published by Springer Nature. This book was released on 2021-12-02 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the International Joint Conference on Rules and Reasoning, RuleML+RR 2021, held in Leuven, Belgium, during September, 2021. This is the 5th conference of a new series, joining the efforts of two existing conference series, namely “RuleML” (International Web Rule Symposium) and “RR” (Web Reasoning and Rule Systems). The 17 full research papers presented together with 2 short technical communications papers and 2 abstracts of invited papers were carefully reviewed and selected from 39 submissions.

Rules and Reasoning

Author : Anna Fensel
Publisher : Springer Nature
ISBN 13 : 3031450728
Total Pages : 269 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Rules and Reasoning by : Anna Fensel

Download or read book Rules and Reasoning written by Anna Fensel and published by Springer Nature. This book was released on 2023-11-15 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Joint Conference on Rules and Reasoning, RuleML+RR 2023, held in Oslo, Norway, during September 18–20, 2023. The 13 full papers and 3 short papers included in these proceedings were carefully reviewed and selected from 46 submissions. They focus on all aspects of theoretical advances; novel technologies; innovative applications; knowledge representation; reasoning with rules; and research, development, applications of rule-based systems.

Rules and Reasoning

Author : Víctor Gutiérrez-Basulto
Publisher : Springer Nature
ISBN 13 : 3030579778
Total Pages : 187 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Rules and Reasoning by : Víctor Gutiérrez-Basulto

Download or read book Rules and Reasoning written by Víctor Gutiérrez-Basulto and published by Springer Nature. This book was released on 2020-08-18 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the International Joint Conference on Rules and Reasoning, RuleML+RR 2020, held in Oslo, Norway, during June-July 2020*. This is the 4th conference of a new series, joining the efforts of two existing conference series, namely “RuleML” (International Web Rule Symposium) and “RR” (Web Reasoning and Rule Systems). The 7 full research papers presented together with 6 short technical communications papers were carefully reviewed and selected from 30 submissions. *The conference was held virtually due to the COVID-19 pandemic.

Reasoning Web. Web Logic Rules

Author : Wolfgang Faber
Publisher : Springer
ISBN 13 : 3319217682
Total Pages : 333 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Reasoning Web. Web Logic Rules by : Wolfgang Faber

Download or read book Reasoning Web. Web Logic Rules written by Wolfgang Faber and published by Springer. This book was released on 2015-07-17 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the lecture notes of the 11th Reasoning Web Summer School 2015, held in Berlin, Germany, in July/August 2015. In 2015, the theme of the school was Web Logic Rules. This Summer School is devoted to this perspective, and provides insight into the semantic Web, linked data, ontologies, rules, and logic.

Reasoning Web. Learning, Uncertainty, Streaming, and Scalability

Author : Claudia d’Amato
Publisher : Springer
ISBN 13 : 3030003388
Total Pages : 248 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Reasoning Web. Learning, Uncertainty, Streaming, and Scalability by : Claudia d’Amato

Download or read book Reasoning Web. Learning, Uncertainty, Streaming, and Scalability written by Claudia d’Amato and published by Springer. This book was released on 2018-09-14 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains lecture notes of the 14th Reasoning Web Summer School (RW 2018), held in Esch-sur-Alzette, Luxembourg, in September 2018. The research areas of Semantic Web, Linked Data, and Knowledge Graphs have recently received a lot of attention in academia and industry. Since its inception in 2001, the Semantic Web has aimed at enriching the existing Web with meta-data and processing methods, so as to provide Web-based systems with intelligent capabilities such as context awareness and decision support. The Semantic Web vision has been driving many community efforts which have invested a lot of resources in developing vocabularies and ontologies for annotating their resources semantically. Besides ontologies, rules have long been a central part of the Semantic Web framework and are available as one of its fundamental representation tools, with logic serving as a unifying foundation. Linked Data is a related research area which studies how one can make RDF data available on the Web and interconnect it with other data with the aim of increasing its value for everybody. Knowledge Graphs have been shown useful not only for Web search (as demonstrated by Google, Bing, etc.) but also in many application domains.

Reasoning Web. Semantic Technologies for Information Systems

Author : Sergio Tessaris
Publisher : Springer
ISBN 13 : 3642037542
Total Pages : 357 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Reasoning Web. Semantic Technologies for Information Systems by : Sergio Tessaris

Download or read book Reasoning Web. Semantic Technologies for Information Systems written by Sergio Tessaris and published by Springer. This book was released on 2009-09-01 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a collection of revised tutorial papers based on lectures given by researchers at the 5th International Summer School on the Reasoning Web. It introduces semantic web methods and research issues with a particular emphasis on reasoning.

Reasoning Web. Semantic Interoperability on the Web

Author : Giovambattista Ianni
Publisher : Springer
ISBN 13 : 3319610333
Total Pages : 347 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Reasoning Web. Semantic Interoperability on the Web by : Giovambattista Ianni

Download or read book Reasoning Web. Semantic Interoperability on the Web written by Giovambattista Ianni and published by Springer. This book was released on 2017-06-27 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the lecture notes of the 13th Reasoning Web Summer School, RW 2017, held in London, UK, in July 2017. In 2017, the theme of the school was "Semantic Interoperability on the Web", which encompasses subjects such as data integration, open data management, reasoning over linked data, database to ontology mapping, query answering over ontologies, hybrid reasoning with rules and ontologies, and ontology-based dynamic systems. The papers of this volume focus on these topics and also address foundational reasoning techniques used in answer set programming and ontologies.

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 Representation, Reasoning and Declarative Problem Solving

Author : Chitta Baral
Publisher : Cambridge University Press
ISBN 13 : 1139436449
Total Pages : 546 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Knowledge Representation, Reasoning and Declarative Problem Solving by : Chitta Baral

Download or read book Knowledge Representation, Reasoning and Declarative Problem Solving written by Chitta Baral and published by Cambridge University Press. This book was released on 2003-01-09 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: Baral shows how to write programs that behave intelligently, by giving them the ability to express knowledge and to reason. This book will appeal to practising and would-be knowledge engineers wishing to learn more about the subject in courses or through self-teaching.