Reasoning Web Declarative Artificial Intelligence

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Reasoning Web. Declarative Artificial Intelligence

Marco Manna,Andreas Pieris
Reasoning Web Declarative Artificial Intelligence Book PDF

Author : Marco Manna,Andreas Pieris
Publisher : Springer Nature
Page : 255 pages
File Size : 51,8 Mb
Release : 2020-10-17
Category : Computers
ISBN : 9783030600679

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Reasoning Web. Declarative Artificial Intelligence by Marco Manna,Andreas Pieris Pdf

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

Mantas Šimkus,Ivan Varzinczak
Reasoning Web Declarative Artificial Intelligence Book PDF

Author : Mantas Šimkus,Ivan Varzinczak
Publisher : Springer Nature
Page : 194 pages
File Size : 49,6 Mb
Release : 2022-01-31
Category : Computers
ISBN : 9783030954819

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Reasoning Web. Declarative Artificial Intelligence by Mantas Šimkus,Ivan Varzinczak Pdf

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

Leopoldo Bertossi,Guohui Xiao
Reasoning Web Causality Explanations and Declarative Knowledge Book PDF

Author : Leopoldo Bertossi,Guohui Xiao
Publisher : Springer Nature
Page : 219 pages
File Size : 41,9 Mb
Release : 2023-04-27
Category : Computers
ISBN : 9783031314148

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Reasoning Web. Causality, Explanations and Declarative Knowledge by Leopoldo Bertossi,Guohui Xiao Pdf

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

Markus Krötzsch,Daria Stepanova
Reasoning Web Explainable Artificial Intelligence Book PDF

Author : Markus Krötzsch,Daria Stepanova
Publisher : Springer Nature
Page : 294 pages
File Size : 42,5 Mb
Release : 2019-09-17
Category : Computers
ISBN : 9783030314231

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Reasoning Web. Explainable Artificial Intelligence by Markus Krötzsch,Daria Stepanova Pdf

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

Songmao Zhang,Yonggang Zhang
Artificial Intelligence Logic and Applications Book PDF

Author : Songmao Zhang,Yonggang Zhang
Publisher : Springer Nature
Page : 459 pages
File Size : 52,6 Mb
Release : 2023-12-16
Category : Mathematics
ISBN : 9789819978694

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Artificial Intelligence Logic and Applications by Songmao Zhang,Yonggang Zhang Pdf

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.

Reasoning Web. Semantic Technologies for Intelligent Data Access

Sebastian Rudolph,Georg Gottlob,Ian Horrocks,Frank van Harmelen
Reasoning Web Semantic Technologies for Intelligent Data Access Book PDF

Author : Sebastian Rudolph,Georg Gottlob,Ian Horrocks,Frank van Harmelen
Publisher : Springer
Page : 285 pages
File Size : 50,8 Mb
Release : 2013-07-22
Category : Computers
ISBN : 9783642397844

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Reasoning Web. Semantic Technologies for Intelligent Data Access by Sebastian Rudolph,Georg Gottlob,Ian Horrocks,Frank van Harmelen Pdf

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.

Reasoning Web. Web Logic Rules

Wolfgang Faber,Adrian Paschke
Reasoning Web Web Logic Rules Book PDF

Author : Wolfgang Faber,Adrian Paschke
Publisher : Springer
Page : 333 pages
File Size : 52,5 Mb
Release : 2015-07-17
Category : Computers
ISBN : 9783319217680

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Reasoning Web. Web Logic Rules by Wolfgang Faber,Adrian Paschke Pdf

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.

HHAI 2023: Augmenting Human Intellect

P. Lukowicz,S. Mayer,J. Koch
HHAI 2023 Augmenting Human Intellect Book PDF

Author : P. Lukowicz,S. Mayer,J. Koch
Publisher : IOS Press
Page : 556 pages
File Size : 52,9 Mb
Release : 2023-07-07
Category : Computers
ISBN : 9781643683959

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HHAI 2023: Augmenting Human Intellect by P. Lukowicz,S. Mayer,J. Koch Pdf

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.

The Semantic Web

Catia Pesquita,Ernesto Jimenez-Ruiz,Jamie McCusker,Daniel Faria,Mauro Dragoni,Anastasia Dimou,Raphael Troncy,Sven Hertling
The Semantic Web Book PDF

Author : Catia Pesquita,Ernesto Jimenez-Ruiz,Jamie McCusker,Daniel Faria,Mauro Dragoni,Anastasia Dimou,Raphael Troncy,Sven Hertling
Publisher : Springer Nature
Page : 742 pages
File Size : 47,7 Mb
Release : 2023-05-21
Category : Computers
ISBN : 9783031334559

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The Semantic Web by Catia Pesquita,Ernesto Jimenez-Ruiz,Jamie McCusker,Daniel Faria,Mauro Dragoni,Anastasia Dimou,Raphael Troncy,Sven Hertling Pdf

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

Sotiris Moschoyiannis,Rafael Peñaloza,Jan Vanthienen,Ahmet Soylu,Dumitru Roman
Rules and Reasoning Book PDF

Author : Sotiris Moschoyiannis,Rafael Peñaloza,Jan Vanthienen,Ahmet Soylu,Dumitru Roman
Publisher : Springer Nature
Page : 298 pages
File Size : 49,6 Mb
Release : 2021-12-02
Category : Computers
ISBN : 9783030911676

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Rules and Reasoning by Sotiris Moschoyiannis,Rafael Peñaloza,Jan Vanthienen,Ahmet Soylu,Dumitru Roman Pdf

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

Anna Fensel,Ana Ozaki,Dumitru Roman,Ahmet Soylu
Rules and Reasoning Book PDF

Author : Anna Fensel,Ana Ozaki,Dumitru Roman,Ahmet Soylu
Publisher : Springer Nature
Page : 269 pages
File Size : 44,9 Mb
Release : 2023-11-15
Category : Computers
ISBN : 9783031450723

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Rules and Reasoning by Anna Fensel,Ana Ozaki,Dumitru Roman,Ahmet Soylu Pdf

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.

Reasoning Web. Semantic Interoperability on the Web

Giovambattista Ianni,Domenico Lembo,Leopoldo Bertossi,Wolfgang Faber,Birte Glimm,Georg Gottlob,Steffen Staab
Reasoning Web Semantic Interoperability on the Web Book PDF

Author : Giovambattista Ianni,Domenico Lembo,Leopoldo Bertossi,Wolfgang Faber,Birte Glimm,Georg Gottlob,Steffen Staab
Publisher : Springer
Page : 347 pages
File Size : 47,8 Mb
Release : 2017-06-27
Category : Computers
ISBN : 9783319610337

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Reasoning Web. Semantic Interoperability on the Web by Giovambattista Ianni,Domenico Lembo,Leopoldo Bertossi,Wolfgang Faber,Birte Glimm,Georg Gottlob,Steffen Staab Pdf

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.

Reasoning Web. Learning, Uncertainty, Streaming, and Scalability

Claudia d’Amato,Martin Theobald
Reasoning Web Learning Uncertainty Streaming and Scalability Book PDF

Author : Claudia d’Amato,Martin Theobald
Publisher : Springer
Page : 248 pages
File Size : 40,9 Mb
Release : 2018-09-14
Category : Computers
ISBN : 9783030003388

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Reasoning Web. Learning, Uncertainty, Streaming, and Scalability by Claudia d’Amato,Martin Theobald Pdf

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.

Rules and Reasoning

Víctor Gutiérrez-Basulto,Tomáš Kliegr,Ahmet Soylu,Martin Giese,Dumitru Roman
Rules and Reasoning Book PDF

Author : Víctor Gutiérrez-Basulto,Tomáš Kliegr,Ahmet Soylu,Martin Giese,Dumitru Roman
Publisher : Springer Nature
Page : 187 pages
File Size : 45,9 Mb
Release : 2020-08-18
Category : Computers
ISBN : 9783030579777

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Rules and Reasoning by Víctor Gutiérrez-Basulto,Tomáš Kliegr,Ahmet Soylu,Martin Giese,Dumitru Roman Pdf

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

Grigoris Antoniou,Uwe Aßmann,Cristina Baroglio,Stefan Decker,Nicola Henze,Paula-Lavinia Patranjan,Robert Tolksdorf
Reasoning Web Book PDF

Author : Grigoris Antoniou,Uwe Aßmann,Cristina Baroglio,Stefan Decker,Nicola Henze,Paula-Lavinia Patranjan,Robert Tolksdorf
Publisher : Springer
Page : 0 pages
File Size : 54,9 Mb
Release : 2007-08-22
Category : Computers
ISBN : 3540746153

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Reasoning Web by Grigoris Antoniou,Uwe Aßmann,Cristina Baroglio,Stefan Decker,Nicola Henze,Paula-Lavinia Patranjan,Robert Tolksdorf Pdf

This book contains a collection of thoroughly revised tutorial papers based on lectures given by leading researchers at the Second International Summer School on the Reasoning Web in Dresden, Germany, September 2007. The nine tutorial papers cover methods and research issues of the Semantic Web, ontology languages and their relation to description logics, techniques in Web information extraction, employing ontologies to ease construction of software applications, and more.